<?xml version="1.0" encoding="UTF-8"?>
<!DOCTYPE article PUBLIC "-//NLM//DTD Journal Publishing DTD v2.3 20070202//EN" "journalpublishing.dtd">
<article article-type="research-article" dtd-version="2.3" xml:lang="EN" xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">
<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Photonics</journal-id>
<journal-title>Frontiers in Photonics</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Photonics</abbrev-journal-title>
<issn pub-type="epub">2673-6853</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="publisher-id">889837</article-id>
<article-id pub-id-type="doi">10.3389/fphot.2022.889837</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Photonics</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Slow Shallow Energy States as the Origin of Hysteresis in Perovskite Solar Cells</article-title>
<alt-title alt-title-type="left-running-head">van Heerden et al.</alt-title>
<alt-title alt-title-type="right-running-head">Slow Shallow Energy States Perovskite Solar Cells</alt-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>van Heerden</surname>
<given-names>Rik</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Procel</surname>
<given-names>Paul</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="corresp" rid="c001">&#x2a;</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1706665/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Mazzarella</surname>
<given-names>Luana</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Santbergen</surname>
<given-names>Rudi</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1197340/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Isabella</surname>
<given-names>Olindo</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
</contrib-group>
<aff id="aff1">
<sup>1</sup>
<institution>PVMD Group</institution>, <institution>Delft University of Technology</institution>, <addr-line>Delft</addr-line>, <country>Netherlands</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>Instituto de Micro y Nanoelectr&#x00F3;nica - Universidad San Francisco de Quito</institution>, <addr-line>Quito</addr-line>, <country>Ecuador</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>
<bold>Edited by:</bold> <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/831357/overview">Jianyu Yuan</ext-link>, Soochow University, China</p>
</fn>
<fn fn-type="edited-by">
<p>
<bold>Reviewed by:</bold> <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/1154154/overview">Klaus Weber</ext-link>, Australian National University, Australia</p>
<p>
<ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/1704217/overview">Yao Wang</ext-link>, Shanghai Jiao Tong University, China</p>
</fn>
<corresp id="c001">&#x2a;Correspondence: Paul Procel, <email>p.a.procelmoya@tudelft.nl</email>
</corresp>
<fn fn-type="other">
<p>This article was submitted to Photovoltaic Materials and Devices, a section of the journal Frontiers in Photonics</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>18</day>
<month>05</month>
<year>2022</year>
</pub-date>
<pub-date pub-type="collection">
<year>2022</year>
</pub-date>
<volume>3</volume>
<elocation-id>889837</elocation-id>
<history>
<date date-type="received">
<day>04</day>
<month>03</month>
<year>2022</year>
</date>
<date date-type="accepted">
<day>13</day>
<month>04</month>
<year>2022</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2022 van Heerden, Procel, Mazzarella, Santbergen and Isabella.</copyright-statement>
<copyright-year>2022</copyright-year>
<copyright-holder>van Heerden, Procel, Mazzarella, Santbergen and Isabella</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/">
<p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</p>
</license>
</permissions>
<abstract>
<p>Organic-inorganic metal halide perovskites have attracted a considerable interest in the photovoltaic scientific community demonstrating a rapid and unprecedented increase in conversion efficiency in the last decade. Besides the stunning progress in performance, the understanding of the physical mechanisms and limitations that govern perovskite solar cells are far to be completely unravelled. In this work, we study the origin of their hysteretic behaviour from the standpoint of fundamental semiconductor physics by means of technology computer aided design electrical simulations. Our findings identify that the density of shallow interface defects at the interfaces between perovskite and transport layers plays a key role in hysteresis phenomena. Then, by comparing the defect distributions in both spatial and energetic domains for different bias conditions and using fundamental semiconductor equations, we can identify the driving force of hysteresis in terms of slow recombination processes and charge distributions.</p>
</abstract>
<kwd-group>
<kwd>TCAD senaturus</kwd>
<kwd>hysteresis</kwd>
<kwd>perovskite solar cell device simulation</kwd>
<kwd>defect states simulations</kwd>
<kwd>defect distribution model</kwd>
</kwd-group>
</article-meta>
</front>
<body>
<sec id="s1">
<title>Introduction</title>
<p>Organic-inorganic metal halide perovskites are a promising class of absorber materials for photovoltaic applications because of their outstanding opto-electronic properties such as high absorption coefficient, long carrier diffusion length and low non-radiative carrier recombination (<xref ref-type="bibr" rid="B16">Green et al., 2014</xref>; <xref ref-type="bibr" rid="B57">Tonui et al., 2018</xref>). Furthermore, they are characterized by easy fabrication at potential low cost fabrication processes. Moreover, the bandgap can be tuned from the near-infrared to the visible region of the electromagnetic spectrum by compositional engineering (<xref ref-type="bibr" rid="B56">Tao et al., 2019</xref>), making perovskites suitable candidates for various opto-electrical applications beyond single junction solar cells, for example multi-junction solar cells (<xref ref-type="bibr" rid="B23">Lal et al., 2017</xref>; <xref ref-type="bibr" rid="B27">Li and Zhang, 2020</xref>), photodetectors (<xref ref-type="bibr" rid="B32">Miao and Zhang, 2019</xref>; <xref ref-type="bibr" rid="B26">Li et al., 2020</xref>) and light emitting diodes (<xref ref-type="bibr" rid="B55">Tan et al., 2014</xref>; <xref ref-type="bibr" rid="B20">Ji et al., 2021</xref>).</p>
<p>In particular, research and development of perovskite solar cells (PSCs) have rapidly evolved during the last years (<xref ref-type="bibr" rid="B73">Yan et al., 2022</xref>). The first perovskite cell reported in 2009 was unstable and exhibited limited conversion efficiency of only 3.8% (<xref ref-type="bibr" rid="B22">Kojima et al., 2009</xref>), yet the current world record cell has an efficiency exceeding 25% (<xref ref-type="bibr" rid="B28">Li, 2019</xref>; <xref ref-type="bibr" rid="B15">Green et al., 2020</xref>). The material properties of perovskites offer advantages to either simplify or diversify the manufacture of high-performance devices such as flexible, semi-transparent, or tandem cell structures. In particular, the integration of perovskite in tandem cells with silicon or CIGS appears very promising (<xref ref-type="bibr" rid="B16">Green et al., 2014</xref>; <xref ref-type="bibr" rid="B2">Almansouri et al., 2015</xref>; <xref ref-type="bibr" rid="B19">Ho&#x308;rantner et al., 2017</xref>; <xref ref-type="bibr" rid="B76">Yu et al., 2016</xref>; <xref ref-type="bibr" rid="B1">Al-Ashouri et al., 2020</xref>; <xref ref-type="bibr" rid="B29">Lin, 2019</xref>) as well as all-perovskite double- and triple-junction devices (<xref ref-type="bibr" rid="B70">Xiao, 2020a</xref>; <xref ref-type="bibr" rid="B71">Xiao, 2020b</xref>). Moreover, perovskite PV technology is now approaching the industrialization stage with predicted commercialization over the coming years (<xref ref-type="bibr" rid="B36">Nature Energy, 2020</xref>; <xref ref-type="bibr" rid="B62">Vdma, International., 2021</xref>; <xref ref-type="bibr" rid="B73">Yan et al., 2022</xref>). Nevertheless, material improvements in terms of high efficiency and stability are crucial topics to be addressed for the future of perovskite PV technology.</p>
<p>PSCs are notorious for their hysteresis in the current-voltage curves (<italic>J</italic>-<italic>V</italic>) under illumination that strongly depends on the history of the device such as preconditions, light soaking, and on the scan direction as well as scan rate (<xref ref-type="bibr" rid="B13">Elumalai and Uddin, 2016</xref>). Hysteresis, also observed under dark conditions (<xref ref-type="bibr" rid="B3">Almora et al., 2015</xref>), complicates the device characterization leading to under- or overestimation of the power conversion efficiency, depending on the scan direction. Anomalous hysteresis behaviours have been observed and reported by many research groups (<xref ref-type="bibr" rid="B45">Sanchez et al., 2014</xref>; <xref ref-type="bibr" rid="B49">Snaith et al., 2014</xref>; <xref ref-type="bibr" rid="B59">Unger et al., 2014</xref>; <xref ref-type="bibr" rid="B58">Tress et al., 2015</xref>; <xref ref-type="bibr" rid="B69">Wu et al., 2016</xref>; <xref ref-type="bibr" rid="B44">Rong et al., 2017</xref>; <xref ref-type="bibr" rid="B37">Nemnes et al., 2018</xref>), nevertheless the underlying physical mechanisms are not yet completely understood. Hysteresis has been suggested to originate from trapping and de-trapping of charge carriers, (slow) ion-migration, ferroelectric behaviour of the perovskite or polarization processes in crystallographic phases of the material (<xref ref-type="bibr" rid="B59">Unger et al., 2014</xref>; <xref ref-type="bibr" rid="B3">Almora et al., 2015</xref>; <xref ref-type="bibr" rid="B58">Tress et al., 2015</xref>). Understanding the nature behind hysteresis is imperative to provide useful insights for further progress and performance improvements. So far, there is no theoretical study published to unveil the origin of hysteresis which is entirely founded on fundamental semiconductor physics. This is because of the inherent complexity and numerical stability of related computer simulations when attempting to emulate the unique opto-electrical properties of perovskite materials and devices. Van Reenen et al. (<xref ref-type="bibr" rid="B61">van Reenen et al., 2015</xref>) already revealed that trap-assisted recombination at the interface between transport layers and perovskite bulk plays a key role in the emergence of current-voltage hysteresis. However, hysteresis in their model was an inherent result of ion migration through the perovskite material. Because of the lack of experimental data of perovskite properties such as defect densities, capture coefficients, and doping, a near universal assumption of mobile ions was assumed in other simulation studies to describe the remarkable transient behaviour (<xref ref-type="bibr" rid="B6">Calado et al., 2016</xref>; <xref ref-type="bibr" rid="B38">Neukom, 2019</xref>). In such models, a fraction of the ions is mobile and able to move freely through the perovskite layer. These simulations account the mobile ions as a specialized semi-empirical model coupled in semiconductor equations to describe hysteretic behaviour in perovskite solar cells. However, semiconductor physics points out that recombination due to defects with particular characteristics affects the properties of the materials (<xref ref-type="bibr" rid="B9">Das et al., 2020</xref>) that in turn influence the transient response of perovskite solar cells. This work therefore presents a novel theoretical study of the hysteresis phenomena in PSCs from the standpoint of fundamental theory of defects in semiconductors. Finding of our modelling reveal the characteristics of energy states, in both space and energy domains, that could produce hysteretic behaviour in PCSs.</p>
</sec>
<sec id="s2">
<title>Simulation Methodology</title>
<p>For our computational study, we chose a device based on a typical n-i-p architecture. A generic sketch of the solar cells is depicted in <xref ref-type="fig" rid="F1">Figure 1</xref>. The absorber layer consists of the archetypal methylammonium lead iodide (MAPbI<sub>3</sub>) perovskite. The electron transport layer (ETL) and hole transport layer (HTL) parameters are chosen to resemble the opto-electrical behaviour of TiO<sub>2</sub> and spiro-OMeTAD, respectively. The parameters for modelling the transparent conductive oxide (TCO) layer are chosen to mimic indium tin oxide (ITO). The simulation parameters used in this work can be found in <xref ref-type="table" rid="T1">Table 1</xref>. Based on a finite element method-based technology computer aided design (TCAD Sentaurus) (Synopsys, 2015), the drift-diffusion model is numerically solved including consistent trap-assisted recombination, Auger recombination and radiative recombination. The transfer-matrix method is used to compute the optical generation inside the device. Carrier transport at material interfaces is modelled with thermionic emission and tunnelling. By default, we use the model based on Fermi-Dirac statistics and quasi-Fermi levels to emulate the occupation of energy states. We model band tail states based on theory by J. F. Wager (Wager, 2017). The corresponding parameters for recombination are summarized in <xref ref-type="table" rid="T2">Table 2</xref>. Transient simulations are used to emulate the reverse scan (i.e. decreasing applied bias from open-circuit condition) and the forward scan (i.e., increasing applied bias from short-circuit current density condition). These simulations are then compared to steady-state simulations, in which there is no temporal change. Finally we show that our model can be extended to inverted PSCs as p-i-n structure. The corresponding modelling parameters of such p-i-n PSCs are based on Ref. (<xref ref-type="bibr" rid="B38">Neukom, 2019</xref>) and summarized in <xref ref-type="table" rid="T3">Table 3</xref>. A simple band-to-band tunnelling model is used for the inter-band charge transfer between the TCO and HTL (<xref ref-type="bibr" rid="B43">Procel et al., 2020</xref>).</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption>
<p>Simulated device architecture of a conventional (n-i-p) device used in this work. The layer thicknesses are chosen based on typical literature data as reported in <xref ref-type="table" rid="T1">Table 1</xref>.</p>
</caption>
<graphic xlink:href="fphot-03-889837-g001.tif"/>
</fig>
<table-wrap id="T1" position="float">
<label>TABLE 1</label>
<caption>
<p>Material and device parameters of the layers forming the generic PSC (n-i-p) as reported in <xref ref-type="fig" rid="F1">Figure 1</xref> &#x3b5;<sub>r</sub> is the relative permittivity, E<sub>G</sub> is the bandgap energy, &#x3a7; is the electron affinity, N<sub>C</sub> is the effective density of states of the conduction band, N<sub>V</sub> is the effective density of states of the valence band, N<sub>D</sub> the concentration of ionized donors, N<sub>A</sub> is the concentration of ionized acceptors, &#x3bc;<sub>n</sub> is the electron mobility and &#x3bc;<sub>p</sub> is the hole mobility.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="left"/>
<th align="center">ITO</th>
<th align="center">TiO<sub>2</sub>
</th>
<th align="center">CH<sub>3</sub>NH<sub>3</sub>PbI<sub>3</sub>
</th>
<th align="center">Spiro-OMeTAD</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">Thickness (nm)</td>
<td align="center">300</td>
<td align="left">50</td>
<td align="left">400</td>
<td align="left">200</td>
</tr>
<tr>
<td align="left">
<italic>&#x3b5;</italic>
<sub>
<italic>r</italic>
</sub>
</td>
<td align="center">3.5</td>
<td align="left">60 <xref ref-type="bibr" rid="B7">Campbell et al. (1999)</xref>
</td>
<td align="left">30 <xref ref-type="bibr" rid="B41">Poglitsch and Weber, (1987)</xref>
</td>
<td align="left">3 <xref ref-type="bibr" rid="B42">Poplavskyy and Nelson, (2003)</xref>
</td>
</tr>
<tr>
<td align="left">
<italic>E</italic>
<sub>
<italic>G</italic>
</sub> (eV)</td>
<td align="center">3.1</td>
<td align="left">3.2 <xref ref-type="bibr" rid="B31">Liu et al. (2014)</xref>
</td>
<td align="left">1.5 <xref ref-type="bibr" rid="B8">Chueh et al. (2015)</xref>
</td>
<td align="left">3.0 <xref ref-type="bibr" rid="B30">Liu and Kelly, (2014)</xref>
</td>
</tr>
<tr>
<td align="left">
<italic>&#x3a7;</italic> (eV)</td>
<td align="center">4.7</td>
<td align="left">4 <xref ref-type="bibr" rid="B31">Liu et al. (2014)</xref>
</td>
<td align="left">3.9 <xref ref-type="bibr" rid="B8">Chueh et al. (2015)</xref>
</td>
<td align="left">2.2 <xref ref-type="bibr" rid="B65">Wang et al. (2009)</xref>
</td>
</tr>
<tr>
<td align="left">
<italic>N</italic>
<sub>
<italic>C</italic>
</sub> (cm<sup>&#x2212;3</sup>)</td>
<td align="center">4.1 &#xd7; 10<sup>18</sup>
</td>
<td align="left">1 &#xd7; 10<sup>21</sup> <xref ref-type="bibr" rid="B31">Liu et al. (2014)</xref>
</td>
<td align="left">2 &#xd7; 10<sup>18</sup> <xref ref-type="bibr" rid="B33">Minemoto and Murata, (2014)</xref>
</td>
<td align="left">1 &#xd7; 10<sup>18</sup> <xref ref-type="bibr" rid="B31">Liu et al. (2014)</xref>
</td>
</tr>
<tr>
<td align="left">
<italic>N</italic>
<sub>
<italic>V</italic>
</sub> (cm<sup>&#x2212;3</sup>)</td>
<td align="center">1.7 &#xd7; 10<sup>19</sup>
</td>
<td align="left">2 &#xd7; 10<sup>20</sup> <xref ref-type="bibr" rid="B31">Liu et al. (2014)</xref>
</td>
<td align="left">2 &#xd7; 10<sup>19</sup> <xref ref-type="bibr" rid="B33">Minemoto and Murata, (2014)</xref>
</td>
<td align="left">1 &#xd7; 10<sup>20</sup> <xref ref-type="bibr" rid="B31">Liu et al. (2014)</xref>
</td>
</tr>
<tr>
<td align="left">
<italic>N</italic>
<sub>
<italic>D</italic>
</sub> (cm<sup>&#x2212;3</sup>)</td>
<td align="center">1 &#xd7; 10<sup>20</sup>
</td>
<td align="left">5 &#xd7; 10<sup>17</sup> <xref ref-type="bibr" rid="B46">Sellers and Seebauer, (2011)</xref>
</td>
<td align="left">0</td>
<td align="left">0</td>
</tr>
<tr>
<td align="left">
<italic>N</italic>
<sub>
<italic>A</italic>
</sub> (cm<sup>&#x2212;3</sup>)</td>
<td align="center">0</td>
<td align="left">0</td>
<td align="left">0</td>
<td align="left">3 &#xd7; 10<sup>18</sup> <xref ref-type="bibr" rid="B14">Garc&#xed;a-Ca&#xf1;adas et al. (2006)</xref>
</td>
</tr>
<tr>
<td align="left">
<italic>&#x3bc;</italic>
<sub>
<italic>n</italic>
</sub> (cm<sup>2</sup> V<sup>&#x2212;1</sup> s<sup>&#x2212;1</sup>)</td>
<td align="center">160</td>
<td align="left">6 &#xd7; 10<sup>&#x2212;3</sup> <xref ref-type="bibr" rid="B31">Liu et al. (2014)</xref>
</td>
<td align="left">0.7 <xref ref-type="bibr" rid="B52">Stranks et al. (2013)</xref>
</td>
<td align="left">1 &#xd7; 10<sup>&#x2212;4</sup> <xref ref-type="bibr" rid="B50">Snaith and Gr&#xe4;tzel, (2006)</xref>
</td>
</tr>
<tr>
<td align="left">
<italic>&#x3bc;</italic>
<sub>
<italic>p</italic>
</sub> (cm<sup>2</sup> V<sup>&#x2212;1</sup> s<sup>&#x2212;1</sup>)</td>
<td align="center">40</td>
<td align="left">6 &#xd7; 10<sup>&#x2212;3</sup> <xref ref-type="bibr" rid="B31">Liu et al. (2014)</xref>
</td>
<td align="left">0.4 <xref ref-type="bibr" rid="B52">Stranks et al. (2013)</xref>
</td>
<td align="left">1 &#xd7; 10<sup>&#x2212;4</sup> <xref ref-type="bibr" rid="B50">Snaith and Gr&#xe4;tzel, (2006)</xref>
</td>
</tr>
</tbody>
</table>
</table-wrap>
<table-wrap id="T2" position="float">
<label>TABLE 2</label>
<caption>
<p>Parameters used for carrier recombination models.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="left">Parameter</th>
<th align="center">Value</th>
<th align="center">Unit</th>
<th align="center">Description</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">
<italic>&#x3b2;</italic>
</td>
<td align="center">1 &#xd7; 10<sup>&#x2212;10</sup>
</td>
<td align="center">cm<sup>3</sup> s<sup>&#x2212;1</sup>
</td>
<td align="left">Radiative recombination</td>
</tr>
<tr>
<td align="left">
<italic>C</italic>
<sub>
<italic>n</italic>
</sub>
</td>
<td align="center">1 &#xd7; 10<sup>&#x2212;28</sup>
</td>
<td align="center">cm<sup>6</sup> s<sup>&#x2212;1</sup>
</td>
<td align="left">Auger recombination (eeh)</td>
</tr>
<tr>
<td align="left">
<italic>C</italic>
<sub>
<italic>p</italic>
</sub>
</td>
<td align="center">1 &#xd7; 10<sup>&#x2212;28</sup>
</td>
<td align="center">cm<sup>6</sup> s<sup>&#x2212;1</sup>
</td>
<td align="left">Auger recombination (ehh)</td>
</tr>
</tbody>
</table>
</table-wrap>
<table-wrap id="T3" position="float">
<label>TABLE 3</label>
<caption>
<p>Material and device parameters of the inverted PSC (p-i-n) with N4&#x2033;-tetra([1,1&#x2032;-biphenyl]-4-yl)-[1,1&#x2032;:4&#x2032;,1&#x2033;-terphenyl]-4,4&#x2033;-diamine (TaTm) as HTL and C<sub>60</sub> as ETL [based on (<xref ref-type="bibr" rid="B38">Neukom, 2019</xref>)]</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="left"/>
<th align="center">ITO</th>
<th align="center">TaTm</th>
<th align="center">CH<sub>3</sub>NH<sub>3</sub>PbI<sub>3</sub>
</th>
<th align="center">C<sub>60</sub>
</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">Thickness (nm)</td>
<td align="center">200</td>
<td align="center">50</td>
<td align="center">500</td>
<td align="center">50</td>
</tr>
<tr>
<td align="left">
<italic>&#x3b5;</italic>
<sub>
<italic>r</italic>
</sub>
</td>
<td align="center">3.5</td>
<td align="center">3</td>
<td align="center">30</td>
<td align="center">3.9</td>
</tr>
<tr>
<td align="left">
<italic>E</italic>
<sub>
<italic>G</italic>
</sub> (eV)</td>
<td align="center">3.1</td>
<td align="center">1.79</td>
<td align="center">1.62</td>
<td align="center">1.92</td>
</tr>
<tr>
<td align="left">
<italic>&#x3a7;</italic> (eV)</td>
<td align="center">4.7</td>
<td align="center">3.59</td>
<td align="center">3.82</td>
<td align="center">3.85</td>
</tr>
<tr>
<td align="left">
<italic>N</italic>
<sub>
<italic>C</italic>
</sub> (cm<sup>&#x2212;3</sup>)</td>
<td align="center">4.12 &#xd7; 10<sup>18</sup>
</td>
<td align="center">1 &#xd7; 10<sup>21</sup>
</td>
<td align="center">2 &#xd7; 10<sup>18</sup>
</td>
<td align="center">1 &#xd7; 10<sup>21</sup>
</td>
</tr>
<tr>
<td align="left">
<italic>N</italic>
<sub>
<italic>V</italic>
</sub> (cm<sup>&#x2212;3</sup>)</td>
<td align="center">1.7 &#xd7; 10<sup>19</sup>
</td>
<td align="center">1 &#xd7; 10<sup>21</sup>
</td>
<td align="center">2 &#xd7; 10<sup>19</sup>
</td>
<td align="center">1 &#xd7; 10<sup>21</sup>
</td>
</tr>
<tr>
<td align="left">
<italic>N</italic>
<sub>
<italic>D</italic>
</sub> (cm<sup>&#x2212;3</sup>)</td>
<td align="center">1 &#xd7; 10<sup>20</sup>
</td>
<td align="center">0</td>
<td align="center">0</td>
<td align="center">1.5 &#xd7; 10<sup>18</sup>
</td>
</tr>
<tr>
<td align="left">
<italic>N</italic>
<sub>
<italic>A</italic>
</sub> (cm<sup>&#x2212;3</sup>)</td>
<td align="center">0</td>
<td align="center">7 &#xd7; 10<sup>18</sup>
</td>
<td align="center">0</td>
<td align="center">0</td>
</tr>
<tr>
<td align="left">
<italic>&#x3bc;</italic>
<sub>
<italic>n</italic>
</sub> (cm<sup>2</sup> V<sup>&#x2212;1</sup> s<sup>&#x2212;1</sup>)</td>
<td align="center">160</td>
<td align="center">1.5 &#xd7; 10<sup>&#x2212;3</sup>
</td>
<td align="center">0.7</td>
<td align="center">8.9 &#xd7; 10<sup>&#x2212;4</sup>
</td>
</tr>
<tr>
<td align="left">
<italic>&#x3bc;</italic>
<sub>
<italic>p</italic>
</sub> (cm<sup>2</sup> V<sup>&#x2212;1</sup> s<sup>&#x2212;1</sup>)</td>
<td align="center">40</td>
<td align="center">1.5 &#xd7; 10<sup>&#x2212;3</sup>
</td>
<td align="center">0.4</td>
<td align="center">8.9 &#xd7; 10<sup>&#x2212;4</sup>
</td>
</tr>
</tbody>
</table>
</table-wrap>
<sec id="s2-1">
<title>Modelling of Defects and Energy States</title>
<p>
<xref ref-type="bibr" rid="B40">Ni et al. (2020)</xref> showed a clear decrease in defect density with the distance from the interface. Based on that insight, we use a novel approach to model the spatial distribution of defects. <xref ref-type="fig" rid="F2">Figure 2</xref> shows the spatial profile that we use in our simulations represented by an exponential function. Accordingly, defect densities are much higher at the perovskite interfaces adjacent to the transport layers and strongly decrease inside the absorber bulk, thus emulating the observations reported in (<xref ref-type="bibr" rid="B40">Ni et al., 2020</xref>). Penetration depths &#x3b4;<sub>ETL</sub> and &#x3b4;<sub>HTL</sub> parametrize how far interface defects extend into the bulk. The defect density is given by:<disp-formula id="e1">
<mml:math id="m1">
<mml:mrow>
<mml:msub>
<mml:mtext>N</mml:mtext>
<mml:mi>t</mml:mi>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:msub>
<mml:mtext>N</mml:mtext>
<mml:mrow>
<mml:mi>t</mml:mi>
<mml:mo>,</mml:mo>
<mml:mi>E</mml:mi>
<mml:mi>T</mml:mi>
<mml:mi>L</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mo>&#x2061;</mml:mo>
<mml:mi>exp</mml:mi>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:mfrac>
<mml:mrow>
<mml:msub>
<mml:mtext>x</mml:mtext>
<mml:mrow>
<mml:mi>E</mml:mi>
<mml:mi>T</mml:mi>
<mml:mi>L</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mo>&#x2212;</mml:mo>
<mml:mtext>x</mml:mtext>
</mml:mrow>
<mml:mrow>
<mml:msub>
<mml:mtext>&#x3b4;</mml:mtext>
<mml:mrow>
<mml:mi>E</mml:mi>
<mml:mi>T</mml:mi>
<mml:mi>L</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:mfrac>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
<mml:mo>&#x2b;</mml:mo>
<mml:msub>
<mml:mtext>N</mml:mtext>
<mml:mrow>
<mml:mi>t</mml:mi>
<mml:mo>,</mml:mo>
<mml:mi>b</mml:mi>
<mml:mi>u</mml:mi>
<mml:mi>l</mml:mi>
<mml:mi>k</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mo>&#x2b;</mml:mo>
<mml:msub>
<mml:mtext>N</mml:mtext>
<mml:mrow>
<mml:mi>t</mml:mi>
<mml:mo>,</mml:mo>
<mml:mi>H</mml:mi>
<mml:mi>T</mml:mi>
<mml:mi>L</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mo>&#x2061;</mml:mo>
<mml:mi>exp</mml:mi>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:mfrac>
<mml:mrow>
<mml:mtext>x</mml:mtext>
<mml:mo>&#x2212;</mml:mo>
<mml:msub>
<mml:mtext>x</mml:mtext>
<mml:mrow>
<mml:mi>H</mml:mi>
<mml:mi>T</mml:mi>
<mml:mi>L</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
<mml:mrow>
<mml:msub>
<mml:mtext>&#x3b4;</mml:mtext>
<mml:mrow>
<mml:mi>H</mml:mi>
<mml:mi>T</mml:mi>
<mml:mi>L</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:mfrac>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
</mml:mrow>
</mml:math>
<label>(1)</label>
</disp-formula>where <italic>N</italic>
<sub>t, ETL</sub> and <italic>N</italic>
<sub>t, HTL</sub> are the defect densities at the ETL/perovskite and HTL/perovskite interfaces, <italic>x</italic>
<sub>ETL</sub> and <italic>x</italic>
<sub>HTL</sub> are the positions of the respective interfaces and <italic>N</italic>
<sub>t,bulk</sub> is the bulk defect density. In conformity with the measurements from <xref ref-type="bibr" rid="B40">Ni et al. (2020)</xref>, we assume that <italic>N</italic>
<sub>t, HTL</sub> and <italic>N</italic>
<sub>t, ETL</sub> are equal to 10<sup>18</sup>&#xa0;cm<sup>&#x2212;3</sup> and 10<sup>&#x2212;15</sup>&#xa0;cm<sup>&#x2212;3</sup>, respectively.</p>
<fig id="F2" position="float">
<label>FIGURE 2</label>
<caption>
<p>Spatial defect distribution used for the simulations in this work.</p>
</caption>
<graphic xlink:href="fphot-03-889837-g002.tif"/>
</fig>
<p>The energetic defect density profile is modelled using a Gaussian distribution.<disp-formula id="e2">
<mml:math id="m2">
<mml:mrow>
<mml:msub>
<mml:mtext>N</mml:mtext>
<mml:mi>t</mml:mi>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:msub>
<mml:mtext>N</mml:mtext>
<mml:mrow>
<mml:mi>t</mml:mi>
<mml:mo>,</mml:mo>
<mml:mn>0</mml:mn>
</mml:mrow>
</mml:msub>
<mml:mo>&#x2061;</mml:mo>
<mml:mi>exp</mml:mi>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:mo>&#x2212;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:msup>
<mml:mrow>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:mtext>E</mml:mtext>
<mml:mo>&#x2212;</mml:mo>
<mml:msub>
<mml:mtext>E</mml:mtext>
<mml:mrow>
<mml:mtext>t</mml:mtext>
<mml:mo>,</mml:mo>
<mml:mn>0</mml:mn>
</mml:mrow>
</mml:msub>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
</mml:mrow>
<mml:mn>2</mml:mn>
</mml:msup>
</mml:mrow>
<mml:mrow>
<mml:mn>2</mml:mn>
<mml:msubsup>
<mml:mtext>E</mml:mtext>
<mml:mi>S</mml:mi>
<mml:mn>2</mml:mn>
</mml:msubsup>
</mml:mrow>
</mml:mfrac>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
<mml:mo>.</mml:mo>
</mml:mrow>
</mml:math>
<label>(2)</label>
</disp-formula>
</p>
<p>Here <italic>N</italic>
<sub>t, 0</sub> is the maximum defect density, <italic>E</italic>
<sub>t<italic>,</italic>0</sub> the average defect energy and <italic>E</italic>
<sub>S</sub> the standard deviation of the Gaussian distribution. Evidence has been found for the existence of defects with transition energies around 0.15&#x2013;0.30&#xa0;eV (<xref ref-type="bibr" rid="B11">Duan et al., 2015</xref>; <xref ref-type="bibr" rid="B18">Heo et al., 2015</xref>). This simplified model is in agreement with a typical defect energy distribution as measured by <xref ref-type="bibr" rid="B11">Duan et al. (2015)</xref>. In our simulations we used the parameters summarized in <xref ref-type="table" rid="T4">Table 4</xref>.</p>
<table-wrap id="T4" position="float">
<label>TABLE 4</label>
<caption>
<p>Default parameters used within our analysis of the slow defects.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="left">Parameter</th>
<th align="center">Value</th>
<th align="center">Unit</th>
<th align="center">Description</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">
<italic>E</italic>
<sub>
<italic>t,0</italic>
</sub>
</td>
<td align="center">0.25 (varied)</td>
<td align="center">eV</td>
<td align="left">Average defect energy of Gaussian distribution</td>
</tr>
<tr>
<td align="left">
<italic>E</italic>
<sub>
<italic>S</italic>
</sub>
</td>
<td align="center">0</td>
<td align="center">meV</td>
<td align="left">Standard deviation of Gaussian distribution</td>
</tr>
<tr>
<td align="left">
<italic>N</italic>
<sub>
<italic>t,ETL</italic>
</sub>
</td>
<td align="center">1 &#xd7; 10<sup>18</sup> (varied)</td>
<td align="center">cm<sup>&#x2212;3</sup> eV<sup>&#x2212;1</sup>
</td>
<td align="left">Defect density at ETL/perovskite interface</td>
</tr>
<tr>
<td align="left">
<italic>N</italic>
<sub>
<italic>t,HTL</italic>
</sub>
</td>
<td align="center">1 &#xd7; 10<sup>18</sup> (varied)</td>
<td align="center">cm<sup>&#x2212;3</sup> eV<sup>&#x2212;1</sup>
</td>
<td align="left">Defect density at HTL/perovskite interface</td>
</tr>
<tr>
<td align="left">
<italic>N</italic>
<sub>
<italic>t,bulk</italic>
</sub>
</td>
<td align="center">1 &#xd7; 10<sup>15</sup>
</td>
<td align="center">cm<sup>&#x2212;3</sup> eV<sup>&#x2212;1</sup>
</td>
<td align="left">Bulk defect density</td>
</tr>
<tr>
<td align="left">
<italic>&#x3b4;</italic>
<sub>
<italic>ETL</italic>
</sub>
</td>
<td align="center">100</td>
<td align="center">nm</td>
<td align="left">ETL interface defect depth</td>
</tr>
<tr>
<td align="left">
<italic>&#x3b4;</italic>
<sub>
<italic>HTL</italic>
</sub>
</td>
<td align="center">100</td>
<td align="center">nm</td>
<td align="left">HTL interface defect depth</td>
</tr>
<tr>
<td align="left">
<italic>&#x3c3;</italic>
<sub>
<italic>n</italic>
</sub>
</td>
<td align="center">1 &#xd7; 10<sup>&#x2212;23</sup> (varied)</td>
<td align="center">cm<sup>2</sup> s<sup>&#x2212;1</sup>
</td>
<td align="left">Electron capture cross-section</td>
</tr>
<tr>
<td align="left">
<italic>&#x3c3;</italic>
<sub>
<italic>p</italic>
</sub>
</td>
<td align="center">1 &#xd7; 10<sup>&#x2212;23</sup> (varied)</td>
<td align="center">cm<sup>2</sup> s<sup>&#x2212;1</sup>
</td>
<td align="left">Hole capture cross-section</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>We consider double-state defects in the spatial and energy domain. In this work we focus on acceptor-like defects near the ETL and donor-like defects near the HTL, because we found that these energy states are active during the recombination processes in PSC simulations. It is worth mentioning that, in semiconductor materials, defects are commonly related to grain size and interface imperfections (<xref ref-type="bibr" rid="B54">Sze and Ng, 2006</xref>) and, in particular for PSC materials, defects can be ascribed to ions (<xref ref-type="bibr" rid="B51">Srivastava et al., 2020</xref>).</p>
<p>To quantify the magnitude of the hysteretic behaviour, we adopt the Hysteresis Index (HI) as defined by <xref ref-type="bibr" rid="B37">Nemnes et al. (2018)</xref>, where the subscripts FS and RS indicate <italic>forward scan</italic> and <italic>reverse scan</italic>, respectively:<disp-formula id="equ1">
<mml:math id="m3">
<mml:mrow>
<mml:mtext>HI</mml:mtext>
<mml:mo>&#x3d;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:msubsup>
<mml:mstyle displaystyle="true">
<mml:mo>&#x222b;</mml:mo>
</mml:mstyle>
<mml:mn>0</mml:mn>
<mml:mrow>
<mml:msub>
<mml:mtext>V</mml:mtext>
<mml:mrow>
<mml:mi>O</mml:mi>
<mml:mi>C</mml:mi>
<mml:mo>,</mml:mo>
<mml:mo>&#xa0;</mml:mo>
<mml:mi>R</mml:mi>
<mml:mi>S</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:msubsup>
<mml:msub>
<mml:mtext>J</mml:mtext>
<mml:mrow>
<mml:mi>R</mml:mi>
<mml:mi>S</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mtext>V</mml:mtext>
<mml:mo>)</mml:mo>
</mml:mrow>
<mml:mi>d</mml:mi>
<mml:mtext>V</mml:mtext>
<mml:mo>&#x2212;</mml:mo>
<mml:msubsup>
<mml:mstyle displaystyle="true">
<mml:mo>&#x222b;</mml:mo>
</mml:mstyle>
<mml:mn>0</mml:mn>
<mml:mrow>
<mml:msub>
<mml:mtext>V</mml:mtext>
<mml:mrow>
<mml:mi>O</mml:mi>
<mml:mi>C</mml:mi>
<mml:mo>,</mml:mo>
<mml:mo>&#xa0;</mml:mo>
<mml:mi>F</mml:mi>
<mml:mi>S</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:msubsup>
<mml:msub>
<mml:mtext>J</mml:mtext>
<mml:mrow>
<mml:mi>F</mml:mi>
<mml:mi>S</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mtext>V</mml:mtext>
<mml:mo>)</mml:mo>
</mml:mrow>
<mml:mi>d</mml:mi>
<mml:mtext>V</mml:mtext>
</mml:mrow>
<mml:mrow>
<mml:msubsup>
<mml:mstyle displaystyle="true">
<mml:mo>&#x222b;</mml:mo>
</mml:mstyle>
<mml:mn>0</mml:mn>
<mml:mrow>
<mml:msub>
<mml:mtext>V</mml:mtext>
<mml:mrow>
<mml:mi>O</mml:mi>
<mml:mi>C</mml:mi>
<mml:mo>,</mml:mo>
<mml:mo>&#xa0;</mml:mo>
<mml:mi>R</mml:mi>
<mml:mi>S</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:msubsup>
<mml:msub>
<mml:mtext>J</mml:mtext>
<mml:mrow>
<mml:mi>R</mml:mi>
<mml:mi>S</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mtext>V</mml:mtext>
<mml:mo>)</mml:mo>
</mml:mrow>
<mml:mi>d</mml:mi>
<mml:mtext>V</mml:mtext>
<mml:mo>&#x2b;</mml:mo>
<mml:msubsup>
<mml:mstyle displaystyle="true">
<mml:mo>&#x222b;</mml:mo>
</mml:mstyle>
<mml:mn>0</mml:mn>
<mml:mrow>
<mml:msub>
<mml:mtext>V</mml:mtext>
<mml:mrow>
<mml:mi>O</mml:mi>
<mml:mi>C</mml:mi>
<mml:mo>,</mml:mo>
<mml:mo>&#xa0;</mml:mo>
<mml:mi>F</mml:mi>
<mml:mi>S</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:msubsup>
<mml:msub>
<mml:mtext>J</mml:mtext>
<mml:mrow>
<mml:mi>F</mml:mi>
<mml:mi>S</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mtext>V</mml:mtext>
<mml:mo>)</mml:mo>
</mml:mrow>
<mml:mi>d</mml:mi>
<mml:mtext>V</mml:mtext>
</mml:mrow>
</mml:mfrac>
</mml:mrow>
</mml:math>
</disp-formula>
</p>
<p>The Hysteresis Index is normalized, so that &#x2212;1 &#x3c; HI &#x3c; 1. Larger (absolute) values of HI correspond to stronger hysteresis, with positive values corresponding to normal hysteresis and negative values corresponding to inverted hysteresis. In general, normal and inverted hysteresis indicate that J-V curves from reverse scan or forward scan cover higher J values in the voltage domain than in case of forward scan or reverse scan, respectively. For reference, HI &#x3d; 0 indicates a PSC which is hysteresis-free.</p>
</sec>
</sec>
<sec id="s3">
<title>Simulation Results</title>
<sec id="s3-1">
<title>Hysteresis and Energy States</title>
<p>We first perform transient (time domain) simulations to evaluate the effect of the scan rate in a n-i-p device considering forward and reverse scan. <xref ref-type="fig" rid="F3">Figure 3</xref> shows simulated <italic>J</italic>-<italic>V</italic> curves of our reference n-i-p PSC under illumination for a range of scan rates between 0.01 and 1&#xa0;V/s with their respective HI. We observe pronounced hysteresis (HI &#x3e; 0.1) at scan rates in the range from 0.1 to 1&#xa0;V/s. For slower scan rates hysteresis decreases, as both FS and RS approach the steady state <italic>J</italic>-<italic>V</italic> curve. In steady state the device is assumed to be in equilibrium, showing the long-term response of the system. The fact that in our simulations the steady-state <italic>J</italic>-<italic>V</italic> curve (dashed line in <xref ref-type="fig" rid="F3">Figure 3</xref>) lies much lower than the <italic>J</italic>-<italic>V</italic> curves at high scan rates, reflects that the performance of the device degrades over a relatively short time (tens to hundreds of seconds). We observe a relatively low short circuit current due to the high interfacial defect densities that result in high recombination rates. On the contrary, for higher scan rates we observe reduced hysteresis, which goes along with improved performance. This reveals the complex process for device characterisation. In fact, the stable power conversion efficiency (as determined by the steady-state response) for this device cannot be accurately determined using scan rates higher than 0.01&#xa0;V/s. The observed scan-rate dependency is in line with trends reported in literature (<xref ref-type="bibr" rid="B49">Snaith et al., 2014</xref>; <xref ref-type="bibr" rid="B58">Tress et al., 2015</xref>).</p>
<fig id="F3" position="float">
<label>FIGURE 3</label>
<caption>
<p>Simulated J-V curves under illumination for variable scan rates from 0.01 to 10&#xa0;V/s. The calculated Hysteresis Indices are indicated next to each hysteretic path. Arrows denote the scan direction, while the dashed line represents the steady-state solution.</p>
</caption>
<graphic xlink:href="fphot-03-889837-g003.tif"/>
</fig>
<p>To analyse how interface defects near the ETL/perovskite interface influence hysteresis, cells with different values of peak of ETL defect density (<italic>N</italic>
<sub>t, ETL</sub>) were simulated. In <xref ref-type="fig" rid="F4">Figure 4</xref> the calculated Hysteresis Index is plotted as a function of scan rate for different <italic>N</italic>
<sub>
<italic>t,ETL</italic>
</sub> values. All the other parameters were kept constant as reported in <xref ref-type="table" rid="T3">Table 3</xref>. As expected, for low <italic>N</italic>
<sub>t, ETL</sub> (1 &#xd7; 10<sup>18</sup>&#xa0;cm<sup>&#x2212;3</sup>) the HI exhibits the lowest values which stay below 0.03. By increasing the N<sub>T, ETL</sub> up to 5 &#xd7; 10<sup>19</sup>&#xa0;cm<sup>&#x2212;3</sup>, the HI rapidly increases above 0.35. Due to the capacitive nature of photovoltaic devices, the HI is almost insensitive to the defect density for scan rates above 100&#xa0;V/s. Indeed, HI variation is similar among <italic>N</italic>
<sub>
<italic>t, ETL</italic>
</sub> values scan rate &#x3e;100&#xa0;V/s. Note that HI increases for scan rate &#x3e;100&#xa0;V/s because of transition times between measurements are smaller than the time to fully arrange the charge inside the device to the voltage in stable conditions. This results in a measurement that depends on the previous condition of the device and increases HI.</p>
<fig id="F4" position="float">
<label>FIGURE 4</label>
<caption>
<p>Distribution of hysteresis Indexes as function of the scan rate for PSCs simulated with variable defect density at the ETL/perovskite interface.</p>
</caption>
<graphic xlink:href="fphot-03-889837-g004.tif"/>
</fig>
<p>We found that the hysteresis directly correlates with the defect density at transport layer/perovskite interface. At this point, to study the effect of the energy of those defect states on the hysteresis, we simulated PSC&#x2019;s featuring <italic>E</italic>
<sub>t,0</sub> ranging between 0.1 to 0.4&#xa0;eV and 1.1&#x2013;1.4&#xa0;eV for defects close to ETL and HTL, respectively. <xref ref-type="fig" rid="F5">Figure 5</xref> shows the Hysteresis Index as a function of average defect energy for defects near the ETL (a) and defects near the HTL (b). For defects near the ETL, hysteresis is most apparent for <italic>E</italic>
<sub>t,0</sub> &#x3d; 0.27&#xa0;eV while for defects near the HTL the maximum occurs at <italic>E</italic>
<sub>t, 0</sub> &#x3d; 1.26&#xa0;eV. In general our simulations show that defects with energy close to the valence band quasi Fermi level (<italic>E</italic>
<sub>F, <italic>p</italic>
</sub>) or conduction band quasi Fermi level (<italic>E</italic>
<sub>F, <italic>n</italic>
</sub>) near the ETL and HTL, respectively, cause most severe hysteresis.</p>
<fig id="F5" position="float">
<label>FIGURE 5</label>
<caption>
<p>Hysteresis Index as a function of average defect energy E<sub>t,0</sub> for a device with defects near the ETL <bold>(A)</bold> and defects near the HTL <bold>(B)</bold>.</p>
</caption>
<graphic xlink:href="fphot-03-889837-g005.tif"/>
</fig>
<p>Besides studying the effect of <italic>N</italic>
<sub>t</sub> at the interface (see <xref ref-type="fig" rid="F4">Figure 4E</xref>
<sub>T,0</sub> (see <xref ref-type="fig" rid="F5">Figure 5</xref>) on the HI, we also analyse the effect of the capture cross-section (<italic>&#x3c3;</italic>) of the defect states in the perovskite absorber bulk on the hysteresis. <xref ref-type="fig" rid="F6">Figure 6</xref> shows the HI as a function of scan rate for 3&#xa0;cells with different capture cross-sections. The scan rate at which the HI is maximal decreases for lower capture cross-sections. In practice, hysteresis is observed for the commonly used range of 10<sup>&#x2212;3</sup>&#xa0;V s<sup>&#x2212;1</sup>&#x2013;10<sup>0</sup>&#xa0;V s<sup>&#x2212;1</sup> (<xref ref-type="bibr" rid="B49">Snaith et al., 2014</xref>; <xref ref-type="bibr" rid="B58">Tress et al., 2015</xref>). Our results show that <italic>&#x3c3;</italic> thus should be lower than 10<sup>&#x2212;23</sup>&#xa0;cm<sup>2</sup> to reproduce this behaviour. This value is extremely low compared to defects associated to other well-known semiconductor materials such as Si (<xref ref-type="bibr" rid="B54">Sze and Ng, 2006</xref>; <xref ref-type="bibr" rid="B43">Procel et al., 2020</xref>), SiO<sub>2</sub> (<xref ref-type="bibr" rid="B12">Eades and Swanson, 1985</xref>) and GaAs (<xref ref-type="bibr" rid="B24">Lang and Logan, 1975</xref>).</p>
<fig id="F6" position="float">
<label>FIGURE 6</label>
<caption>
<p>Hysteresis Index as a function of scan rate for devices simulated with varied capture cross-section defect states. The blue area denotes the range of scan rates for which maximal hysteresis is experimentally observed (<xref ref-type="bibr" rid="B58">Tress et al., 2015</xref>).</p>
</caption>
<graphic xlink:href="fphot-03-889837-g006.tif"/>
</fig>
<p>Moreover, the calculated <italic>&#x3c3;</italic> based on the formula in ref. (<xref ref-type="bibr" rid="B17">Heiman and Warfield, 1965</xref>) and the experimental frequency response for ionic transport (<italic>&#x3c4;</italic>
<sup>&#x2212;1</sup> &#x3c; 10<sup>2</sup>&#xa0;Hz) (<xref ref-type="bibr" rid="B51">Srivastava et al., 2020</xref>) is consistent with our findings reported in <xref ref-type="fig" rid="F6">Figure 6</xref> (<italic>&#x3c3;</italic> &#x3c; 10<sup>&#x2212;22</sup>&#xa0;cm<sup>2</sup>). This suggests that low <italic>&#x3c3;</italic> can be correlated to ionic transport as discussed in ref. (<xref ref-type="bibr" rid="B51">Srivastava et al., 2020</xref>).</p>
<p>In fact, the frequency response of defect states (or alternately the capture and emission times) is proportional to the capture cross section (<xref ref-type="bibr" rid="B54">Sze and Ng, 2006</xref>). Therefore, we can relate the low capture cross sections with slow capture-emission processes.</p>
</sec>
<sec id="s3-2">
<title>Slow Dynamic Processes</title>
<p>Hysteresis in our simulated devices is attributable to slow capture and release of charge carriers by defects. The high amount of defect states near the interface gives rise to charge accumulation near the interface(s) and we can visualize that in <xref ref-type="fig" rid="F7">Figure 7</xref> for different voltage bias.</p>
<fig id="F7" position="float">
<label>FIGURE 7</label>
<caption>
<p>Band diagram in steady state when the device is <bold>(A)</bold> reverse biased (V &#x3d; &#x2212;0.2&#xa0;V) and <bold>(B)</bold> forward biased (V &#x3d; 1.1&#xa0;V). The conduction band energy (CBE) and the valence band energy (VBE) are denoted with red and green lines, respectively. Dashed lines indicate the conduction band (green) and valence band (red) quasi-Fermi levels.</p>
</caption>
<graphic xlink:href="fphot-03-889837-g007.tif"/>
</fig>
<p>
<xref ref-type="fig" rid="F7">Figures 7A, B</xref> show the band diagram in steady state when the device is reverse biased (&#x2212;0.2&#xa0;V) and forward biased (1.1&#xa0;V), respectively. We observe that near the ETL/perovskite interface <italic>E</italic>
<sub>F, <italic>p</italic>
</sub> is closer to the valence band energy (VBE) in forward bias than it is in reverse bias. Consequently, approaching the ETL interface, the concentration of holes (electrons) tends to be lower (higher) in reverse (forward) bias.</p>
<p>Indeed, in <xref ref-type="fig" rid="F8">Figure 8</xref>, we observe the variation of concentration of electrons for different bias conditions: reverse bias (V &#x3d; &#x2212;0.2&#xa0;V), forward bias (V &#x3d; 1.1&#xa0;V) and for two additional bias at V &#x3d; 0.5&#xa0;V and V &#x3d; 0.8&#xa0;V. There, we distinguish the steady state (dashed), forward scan (red) and reverse scan (blue) curves. Note that the scan starts at V &#x3d; 1.1&#xa0;V (blue curve in <xref ref-type="fig" rid="F8">Figure 8D</xref>), switches scan direction at V &#x3d; &#x2212;0.2&#xa0;V (blue and red curve in <xref ref-type="fig" rid="F8">Figure 8A</xref>) and ends at V &#x3d; 1.1&#xa0;V (red curve in <xref ref-type="fig" rid="F8">Figure 8D</xref>). The tendency of carrier trapping can be derived by taking the steady state profile as reference. That is, the transient profiles follow the steady-state profile: if the profile is below the steady state profile, the amount of trapped electrons tend to increase and if it is above the steady state profile, it tends to decrease.</p>
<fig id="F8" position="float">
<label>FIGURE 8</label>
<caption>
<p>Depth profiles of trapped electrons in the perovskite layer as a function of position at different bias conditions: the ETL/perovskite interface is at the left side and the HTL/perovskite interface is at the right side. The red and blue lines denote the profiles during forward and reverse scan respectively. The steady state profile is indicated with a dashed line. Note that the horizontal axis is broken to highlight the differences near the interfaces. Simulations carried out at scan rate of 0.1&#xa0;V/s.</p>
</caption>
<graphic xlink:href="fphot-03-889837-g008.tif"/>
</fig>
<p>Comparing <xref ref-type="fig" rid="F8">Figure 8A</xref> and <xref ref-type="fig" rid="F8">Figure 8D</xref>, we notice that much more charge is trapped in reverse bias (<xref ref-type="fig" rid="F8">Figure 8A</xref>) near the ETL/perovskite interface. The lower concentration of holes (and higher concentration of electrons) causes a higher concentration of trapped electrons in reverse bias. Consequently, electrons must be released during the forward scan and captured during the reverse scan.</p>
<p>Because the processes of capture and emission are relatively slow compared to the scan rate, different profiles appear for the forward scan and reverse scan in <xref ref-type="fig" rid="F8">Figure 8B</xref> and <xref ref-type="fig" rid="F8">Figure 8C</xref>. During the reverse scan a relatively low amount of electrons is trapped because the capture process is incomplete and we assumed no trapped charge trapped as the initial conditions of our device (<xref ref-type="fig" rid="F8">Figure 8D</xref>). On the other hand, during the forward scan the amount of electrons trapped is relatively high, as the process to release all the carriers that were trapped in reverse bias is incomplete (<xref ref-type="fig" rid="F8">Figure 8A</xref>).</p>
<p>The higher concentration of trapped charge near the interface results in an electric field inside the absorber layer bulk that points in the direction of the ETL during the forward scan. Thus, during the forward scan, the trapped electrons effectively screen the internal electric field. To visualize that, we plot in <xref ref-type="fig" rid="F9">Figure 9A</xref> the electron/hole densities profile inside the perovskite absorber layer for a constant voltage value of 0.8&#xa0;V. We can observe that the collection of electrons is hindered and the total electron density inside the perovskite layer is significantly higher. A similar trend is found for the concentration of holes in the same <xref ref-type="fig" rid="F9">Figure 9A</xref> where the hole density close to the ETL is significantly higher only in forward scan. The relatively high hole concentration close to ETL shields the electrons from flowing to the ETL. Both effects result in high recombination rates inside the bulk as shown in <xref ref-type="fig" rid="F9">Figure 9B</xref>. Therefore, the forward scan displays a reduced output current compared to the reverse scan as we see in <xref ref-type="fig" rid="F3">Figure 3</xref>.</p>
<fig id="F9" position="float">
<label>FIGURE 9</label>
<caption>
<p>Depth profiles of <bold>(A)</bold> electron (red)/hole (blue) densities and <bold>(B)</bold> total recombination inside the perovskite absorber layer at an applied bias of 0.8&#xa0;V. The ETL/perovskite interface is at the left side and the HTL/perovskite interface is at the right side. Each plot shows the profiles during the reverse scan (solid) and the forward scan (dashed). Simulations carried out at scan rate of 0.1&#xa0;V/s.</p>
</caption>
<graphic xlink:href="fphot-03-889837-g009.tif"/>
</fig>
<p>Furthermore, looking back at <xref ref-type="fig" rid="F4">Figure 4</xref>, the main reason for a higher HI at higher defect densities can be ascribed to the aforementioned charge accumulation and recombination (<xref ref-type="bibr" rid="B54">Sze and Ng, 2006</xref>). In fact, Shockley-Read-Hall recombination increases at higher defect densities that, together with the higher accumulation, results in a larger difference between the scan directions and thus stronger hysteresis in the <italic>J</italic>-<italic>V</italic> curve.</p>
</sec>
<sec id="s3-3">
<title>Energy States Contributing to Hysteresis</title>
<p>Our simulations reveal that recombination processes have a significant impact on hysteresis in PSCs. Such recombination processes are associated with the concentration and energy of energy states and their capture-emission properties (<xref ref-type="bibr" rid="B54">Sze and Ng, 2006</xref>). As we observe in <xref ref-type="fig" rid="F5">Figure 5</xref>, only energy states in a certain energy range contribute to hysteresis. This can be explained by looking at their average occupation as shown in <xref ref-type="fig" rid="F10">Figure 10</xref> for electron and hole distributions as calculated in our simulated PSCs. The distributions depend on <italic>E</italic>
<sub>
<italic>F,p</italic>
</sub> and <italic>E</italic>
<sub>
<italic>F,n</italic>
</sub>. The electron distribution function determines the occupation of an electronic state. Note that the value of the electron distribution function equivalent to 1 as average occupation indicates that energy states are fully occupied by electrons.</p>
<fig id="F10" position="float">
<label>FIGURE 10</label>
<caption>
<p>
<bold>(A)</bold> Fermi-Dirac distribution function corresponding to the valence band (light red) and conduction band (dark red). <bold>(B)</bold> Distribution functions for holes, i.e. the complementary probability distributions of the Fermi-Dirac distributions in the top graph. The light blue curve corresponds to the valence band and the dark blue curve to the conduction band. Dashed lines indicate the quasi-Fermi levels. Recombination at ETL and HTL interfaces.</p>
</caption>
<graphic xlink:href="fphot-03-889837-g010.tif"/>
</fig>
<p>Defect states in regions 1 and 3 of <xref ref-type="fig" rid="F10">Figure 10A</xref> cause hardly any hysteresis, because the number of trapped electrons in these states remains the same during the scan. They are either almost all occupied (region 1) or unoccupied (region 3). In region 2, however, there is a net emission of electrons to the valence band, but net capture of electrons from the conduction band. Which of two processes is dominant depends on the exact positions of the quasi Fermi-levels. Since the quasi Fermi-levels shift by a few tenths of an eV during a scan (see <xref ref-type="fig" rid="F7">Figure 7</xref>), the amount of charge that is trapped close to the interface will strongly change during a scan. This build-up of charge is also clearly visible in <xref ref-type="fig" rid="F8">Figure 8</xref>.</p>
<p>
<xref ref-type="fig" rid="F11">Figure 11</xref> shows simulated <italic>J</italic>-<italic>V</italic> scans for the device architectures and defect distributions as summarized in <xref ref-type="table" rid="T5">Table 5</xref>. <xref ref-type="fig" rid="F11">Figures 11A&#x2013;C</xref> correspond to n-i-p architecture and <xref ref-type="fig" rid="F11">Figure 11D</xref> represents a p-i-n structure. The simulated device in <xref ref-type="fig" rid="F11">Figure 11A</xref> exhibits only acceptor like defects near the ETL with an average energy <italic>E</italic>
<sub>t,0</sub> &#x3d; 0.25&#xa0;eV. The device in <xref ref-type="fig" rid="F11">Figure 11B</xref> exhibits only donor type defects near the HTL with an average energy <italic>E</italic>
<sub>t, 0</sub> &#x3d; 1.3&#xa0;eV. Hysteresis is more apparent in <xref ref-type="fig" rid="F11">Figure 11B</xref> than in <xref ref-type="fig" rid="F11">Figure 11A</xref>, showing a stronger &#x201c;S-shaped&#x201d; kink. <xref ref-type="fig" rid="F11">Figure 11C</xref> reports the <italic>J</italic>-<italic>V</italic> scan of a device with defects near the ETL and defects near the HTL. This shows that hysteresis is even stronger if defects of both scenarios are present in the same device. In a way, the detrimental effect of charge polarisation on both sides of the perovskite layer adds up. Our model can be easily extended to other device architectures. For instance, <xref ref-type="fig" rid="F12">Figure 12D</xref> shows the <italic>J</italic>-<italic>V</italic> curves we simulated for a p-i-n structure from Ref. (<xref ref-type="bibr" rid="B38">Neukom, 2019</xref>). Hysteresis is clearly present in the <italic>J</italic>-<italic>V</italic> curves and the forward scan has again a strong &#x201c;S-shaped&#x201d; kink.</p>
<fig id="F11" position="float">
<label>FIGURE 11</label>
<caption>
<p>Simulated J-V scans for different device architectures and defect distributions. <bold>(A)</bold>, <bold>(B)</bold> and <bold>(C)</bold> correspond to n-i-p structures whereas <bold>(D)</bold> to a p-i-n device. The properties are summarised in <xref ref-type="table" rid="T5">Table 5</xref>. The scan rate is kept constant at 0.1&#xa0;V/s in all cases. The arrows indicates the scan direction.</p>
</caption>
<graphic xlink:href="fphot-03-889837-g011.tif"/>
</fig>
<table-wrap id="T5" position="float">
<label>TABLE 5</label>
<caption>
<p>Properties used for simulations of J-V curves in <xref ref-type="fig" rid="F11">Figure 11</xref>.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="left">Figure</th>
<th align="center">Architecture</th>
<th align="center">Defect type</th>
<th align="center">
<italic>E</italic>
<sub>t,0</sub> (eV)</th>
<th align="center">
<italic>N</italic>
<sub>t,ETL</sub> (cm<sup>&#x2212;3</sup>)</th>
<th align="center">N<sub>t,HTL</sub> (cm<sup>&#x2212;3</sup>)</th>
<th align="center">&#x3c3; (cm<sup>2</sup>)</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">a</td>
<td align="center">n-i-p</td>
<td align="left">Acceptor</td>
<td align="char" char=".">0.25</td>
<td align="center">10<sup>19</sup>
</td>
<td align="center">0</td>
<td align="center">10<sup>&#x2013;24</sup>
</td>
</tr>
<tr>
<td align="left">b</td>
<td align="center">n-i-p</td>
<td align="left">Donor</td>
<td align="char" char=".">1.3</td>
<td align="center">0</td>
<td align="center">10<sup>19</sup>
</td>
<td align="center">10<sup>&#x2013;24</sup>
</td>
</tr>
<tr>
<td rowspan="2" align="left">c</td>
<td rowspan="2" align="center">n-i-p</td>
<td align="left">Acceptor</td>
<td align="char" char=".">0.25</td>
<td align="center">10<sup>19</sup>
</td>
<td align="center">0</td>
<td align="center">10<sup>&#x2013;24</sup>
</td>
</tr>
<tr>
<td align="left">Donor</td>
<td align="char" char=".">1.3</td>
<td align="center">0</td>
<td align="center">10<sup>19</sup>
</td>
<td align="center">10<sup>&#x2013;24</sup>
</td>
</tr>
<tr>
<td align="left">d</td>
<td align="center">p-i-n</td>
<td align="left">Acceptor</td>
<td align="char" char=".">0.25</td>
<td align="center">3 &#xd7; 10<sup>18</sup>
</td>
<td align="center">0</td>
<td align="center">10<sup>&#x2013;24</sup>
</td>
</tr>
</tbody>
</table>
</table-wrap>
<fig id="F12" position="float">
<label>FIGURE 12</label>
<caption>
<p>
<bold>(A)</bold> Density of states as function of energy of two different perovskite materials (bandgap &#x223c;1.5&#xa0;eV) with different crystallinity fraction; <bold>(B)</bold> defect density across ETL/perovskite/HTL hetero-interfaces as function of perovskite thickness in case of (un-)passivated interfaces; <bold>(C)</bold> Current density&#x2014;voltage characteristics of four modelled cases. The surface-passivated devices exhibit no hysteresis, while devices endowed with perovskite absorbers characterized by steep Urbach tails present higher open-circuit voltage (Voc).</p>
</caption>
<graphic xlink:href="fphot-03-889837-g012.tif"/>
</fig>
</sec>
</sec>
<sec sec-type="discussion" id="s4">
<title>Discussion</title>
<p>Looking at <xref ref-type="fig" rid="F5">Figure 5</xref>, there are two energy ranges (around <italic>E</italic>
<sub>t, 0</sub> &#x3d; 1.26&#xa0;eV <italic>and E</italic>
<sub>t,0</sub> &#x3d; 0.27&#xa0;eV) in which electronic energy states would give rise to high HI&#x2019;s. Both density-functional theory (DFT) calculations and measurements from literature indicate that real devices have indeed electronic energy states in these ranges. <xref ref-type="bibr" rid="B11">Duan et al. (2015)</xref> have identified the defect energy distribution which reveals a deep defect state at about 0.16&#xa0;eV above the valence band in the MAPbI<sub>3</sub> perovskite using admittance spectroscopy. Similarly, Xue et al. found hole traps using admittance spectroscopy in the energy range 0.16&#x2013;0.23&#xa0;eV with a relatively large concentration <italic>N</italic>
<sub>t</sub> &#x3d; 10<sup>15</sup>&#x2013;10<sup>16</sup>&#xa0;cm<sup>&#x2212;3</sup> and a hole carrier capture cross-section in the range of 10<sup>&#x2212;15</sup>&#x2013;10<sup>&#x2212;16</sup> cm<sup>2</sup>s<sup>&#x2212;1</sup> (<xref ref-type="bibr" rid="B72">Xue et al., 2020</xref>). These defects were identified as interface-type defects. Measurements done by <xref ref-type="bibr" rid="B18">Heo et al. (2015)</xref> revealed defects with an higher activation energy of 0.27&#x2013;0.28&#xa0;eV and defect density of 10<sup>17</sup>&#xa0;cm<sup>&#x2212;3</sup>, slightly deeper than the aforementioned results. Shao et al. found even higher activation energies in the range of 0.35&#x2013;0.40&#xa0;eV. By means of photoluminescence measurements, the authors clearly verified that the majority of defect states are close to the surface of the MAPbI<sub>3</sub> films and that they are most likely electron defects. Moreover, they were only able to passivate these defects by the diffusion of PCBM into the perovskite using thermal annealing. This experimental observation is in good agreement with our model representing defects that are not strictly localized at the interface, but that instead gradually fade away from the interface into the perovskite absorber.</p>
<p>The origin of those defect states is possibly attributed to the presence of interstitial iodine. According to DFT calculations, an acceptor-like defect with <italic>E</italic>
<sub>T</sub> &#x3d; 0.18&#xa0;eV above the valence band edge is introduced by such defects (<xref ref-type="bibr" rid="B10">Du, 2014</xref>). The interstitial iodine is the only one among the native defects (i.e., vacancies, interstitials, and antisites) causing a low-energy defect state (<xref ref-type="bibr" rid="B4">Ball and Petrozza, 2016</xref>). Moreover, <xref ref-type="bibr" rid="B35">Mosconi et al. (2016)</xref> found defects related to iodine with characteristic energy of 0.15&#xa0;eV above the valence band. DFT analysis of surface defects showed that only iodine interstitial has a deep carrier-trapping state (<xref ref-type="bibr" rid="B60">Uratani and Yamashita, 2017</xref>). Hence, the hysteresis might be related to the slow movement and recombination of carriers through energy states linked to ionized molecules.</p>
<p>These insights are crucial for the development of high-efficiency and hysteresis-free PSCs. In our simulation platform we are able to evaluate the crystallinity of the perovskite in terms of characteristic energy of the band tail states (Urbach energy). Accordingly, higher values of characteristic energy correspond to amorphous structures while minimal values to crystalline structures (<xref ref-type="bibr" rid="B63">Wager, 2017</xref>). Similarly, the quality of the passivation is considered in terms of <italic>N</italic>
<sub>
<italic>T,ETL</italic>
</sub> and <italic>N</italic>
<sub>
<italic>T,HTL</italic>
</sub>. We observe in <xref ref-type="fig" rid="F12">Figure 12</xref> that high quality (&#x3d; high crystallinity) perovskite material increases the device open-circuit voltage. However we find that solely improving the perovskite material or the surface passivation is not sufficient to eliminate the hysteresis. Only the concurrent implementation of both high quality perovskite material and surface passivation can yield highest efficiency with negligible hysteresis.</p>
<p>It should be noted that our results do not reproduce different open-circuit voltage (V<sub>oc</sub>) values as some experimental J-V curves do. This was also noted by van Reenen et al. when they modeled hysteresis using ion migration (<xref ref-type="bibr" rid="B61">van Reenen et al., 2015</xref>). Further research is needed in order to explain the mechanisms leading to V<sub>oc</sub> mismatch during hysteresis in perovskite solar cells.</p>
<p>It is often suggested that ion migration is a primary cause of hysteresis. The hypothesis is that slowly excess ions are present in the perovskite crystal, that slowly move through the perovskite bulk and accumulate at the interfaces under short circuit conditions (<xref ref-type="bibr" rid="B49">Snaith et al., 2014</xref>). In fact, perovskites exhibit high ionic conductivity caused by the migration of halide-ions (<xref ref-type="bibr" rid="B34">Mizusaki et al., 1983</xref>) but observed ion migration lengths are only 1/3 of a common perovskite layer thickness (110&#x2013;130&#xa0;nm) (<xref ref-type="bibr" rid="B25">Lee et al., 2017</xref>). Additionally, hysteresis has been successfully emulated using mobile ions (<xref ref-type="bibr" rid="B61">van Reenen et al., 2015</xref>; <xref ref-type="bibr" rid="B64">Walter et al., 2018</xref>), but it strongly depends on the surface recombination at perovskite/HTL and/ETL interfaces (<xref ref-type="bibr" rid="B39">Neukom et al., 2017</xref>; <xref ref-type="bibr" rid="B38">Neukom, 2019</xref>). This suggests that hysteresis can be reduced by changing the interfacial contact materials and thus reducing recombination mechanisms at the interfaces (<xref ref-type="bibr" rid="B6">Calado et al., 2016</xref>). Nevertheless, to elucidate the role of ion migration, it is important to obtain a better understanding of possible mechanisms like chemical binding or complexation at the interfaces (<xref ref-type="bibr" rid="B66">Weber et al., 2018</xref>). The simulations described in this work reveal that hysteresis in perovskite solar cells can be mimicked by explicitly modelling shadow interface defects. Our simulation results are consistent with the fact that surface passivation can be used to eliminate hysteresis (<xref ref-type="bibr" rid="B47">Shao et al., 2014</xref>; <xref ref-type="bibr" rid="B67">Wojciechowski et al., 2014</xref>; <xref ref-type="bibr" rid="B21">Jiang et al., 2019</xref>). Moreover, several works reported experimental and theoretical evidence for shallow defect states in perovskites (<xref ref-type="bibr" rid="B74">Yin et al., 2014a</xref>; <xref ref-type="bibr" rid="B75">Yin et al., 2014b</xref>; <xref ref-type="bibr" rid="B5">Baumann et al., 2015</xref>; <xref ref-type="bibr" rid="B48">Shi et al., 2015</xref>; <xref ref-type="bibr" rid="B68">Wright et al., 2017</xref>; <xref ref-type="bibr" rid="B40">Ni et al., 2020</xref>). In this respect, further empirical research is needed to characterize the capture-emission times of shallow defects. All aspects considered, additional modeling studies could help to improve our understanding about the combined effect of ion migration and slow recombination processes, as well as the implications of limited ion migration lengths.</p>
</sec>
<sec sec-type="conclusion" id="s5">
<title>Conclusion</title>
<p>In this work we have explained the hysteretic behaviour of PSCs in terms of charge carrier accumulation due to energy states near the interfaces with the perovskite absorber. Such phenomena were modelled using fundamental semiconductor physics equations numerically solved in the finite element simulator TCAD Sentaurus.</p>
<p>Our simulations revealed that hysteretic behaviour can be caused by defects near the interface with ETL (or HTL) with the following characteristics: 1) density <italic>N</italic>
<sub>
<italic>t</italic>
</sub> &#x3e; 10<sup>18</sup>&#xa0;cm<sup>&#x2212;3</sup> 2) capture cross-section <italic>&#x3c3;</italic> &#x2248; 10<sup>&#x2212;23</sup>&#xa0;cm<sup>2</sup>, and 3) defect energy <italic>E</italic>
<sub>
<italic>t</italic>
</sub> &#x2248; 0.25&#xa0;eV with respect to VBE (or <italic>E</italic>
<sub>
<italic>t</italic>
</sub> &#x2248; 0.2&#xa0;eV with respect to CBE). Such values are consistent with experimental findings reported in literature.</p>
<p>Furthermore, stronger hysteresis at higher defect densities near the ETL or HTL revealed that the hysteretic behaviour is due to recombination processes. We provided an explanation of the observed phenomena in terms of slow capture and emission by interface defect states with capture cross-sections lower than 10<sup>&#x2212;22</sup>&#xa0;cm<sup>2</sup>. Moreover, the effect is most apparent when the energy states have energies close to the quasi-Fermi levels.</p>
<p>Finally, <italic>J</italic>-<italic>V</italic> simulations at different scan rates demonstrated realistic behaviour in the analysis of hysteresis for different scan rates. In fact, we found that there is a scan rate which maximizes hysteresis as observed in experimental studies.</p>
<p>In conclusion, our results show that hysteresis can be explained using fundamental semiconductor physics alone with realistic defect distributions in both the spatial and energetic domains. This supports the claim that interface defects play a crucial role in the formation of hysteresis. At the same time, we observe that independently improving perovskite material or quenching interface defects is not sufficient to eliminate the hysteresis. Rather, only concurrently pursuing high quality perovskite material and surface passivation yields highest efficiency with negligible hysteresis. Our model can be easily extended and adapted to different device architectures and defect distributions for a custom optimization that addresses different fabrication sequence, absorber material formulations and choice of supporting layers.</p>
</sec>
</body>
<back>
<sec id="s6">
<title>Data Availability Statement</title>
<p>The raw data supporting the conclusion of this article will be made available by the authors, without undue reservation.</p>
</sec>
<sec id="s7">
<title>Author Contributions</title>
<p>RH and PP conceived the idea. RH designed the simulation template. LM, RS, and OI contributed to the definition and presentation of the paper content. RH, PP, LM, RS, and OI discussed the results. RH, PP, and OI organized the research. RH wrote the paper, and all other authors provided feedback.</p>
</sec>
<sec sec-type="COI-statement" id="s8">
<title>Conflict of Interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec sec-type="disclaimer" id="s9">
<title>Publisher&#x2019;s Note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
<ref-list>
<title>References</title>
<ref id="B1">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Al-Ashouri</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>K&#xf6;hnen</surname>
<given-names>E.</given-names>
</name>
<name>
<surname>Li</surname>
<given-names>B.</given-names>
</name>
<name>
<surname>Magomedov</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Hempel</surname>
<given-names>H.</given-names>
</name>
<name>
<surname>Caprioglio</surname>
<given-names>P.</given-names>
</name>
<etal/>
</person-group> (<year>2020</year>). <article-title>Monolithic Perovskite/Silicon Tandem Solar Cell with &#x3e;29% Efficiency by Enhanced Hole Extraction</article-title>. <source>Science</source> <volume>370</volume> (<issue>6522</issue>), <fpage>1300</fpage>&#x2013;<lpage>1309</lpage>. <pub-id pub-id-type="doi">10.1126/science.abd4016</pub-id> </citation>
</ref>
<ref id="B2">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Almansouri</surname>
<given-names>I.</given-names>
</name>
<name>
<surname>Ho-Baillie</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Bremner</surname>
<given-names>S. P.</given-names>
</name>
<name>
<surname>Green</surname>
<given-names>M. A.</given-names>
</name>
</person-group> (<year>2015</year>). <article-title>Supercharging Silicon Solar Cell Performance by Means of Multijunction Concept</article-title>. <source>IEEE J. Photovoltaics</source> <volume>5</volume> (<issue>3</issue>), <fpage>968</fpage>&#x2013;<lpage>976</lpage>. <pub-id pub-id-type="doi">10.1109/jphotov.2015.2395140</pub-id> </citation>
</ref>
<ref id="B3">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Almora</surname>
<given-names>O.</given-names>
</name>
<name>
<surname>Zarazua</surname>
<given-names>I.</given-names>
</name>
<name>
<surname>Mas-Marza</surname>
<given-names>E.</given-names>
</name>
<name>
<surname>Mora-Sero</surname>
<given-names>I.</given-names>
</name>
<name>
<surname>Bisquert</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Garcia-Belmonte</surname>
<given-names>G.</given-names>
</name>
</person-group> (<year>2015</year>). <article-title>Capacitive Dark Currents, Hysteresis, and Electrode Polarization in Lead Halide Perovskite Solar Cells</article-title>. <source>J. Phys. Chem. Lett.</source> <volume>6</volume> (<issue>9</issue>), <fpage>1645</fpage>&#x2013;<lpage>1652</lpage>. <pub-id pub-id-type="doi">10.1021/acs.jpclett.5b00480</pub-id> </citation>
</ref>
<ref id="B4">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Ball</surname>
<given-names>J. M.</given-names>
</name>
<name>
<surname>Petrozza</surname>
<given-names>A.</given-names>
</name>
</person-group> (<year>2016</year>). <article-title>Defects in Perovskite-Halides and Their Effects in Solar Cells</article-title>. <source>Nat. Energy</source> <volume>1</volume> (<issue>11</issue>), <fpage>16149</fpage>. <pub-id pub-id-type="doi">10.1038/nenergy.2016.149</pub-id> </citation>
</ref>
<ref id="B5">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Baumann</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>V&#xe4;th</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Rieder</surname>
<given-names>P.</given-names>
</name>
<name>
<surname>Heiber</surname>
<given-names>M. C.</given-names>
</name>
<name>
<surname>Tvingstedt</surname>
<given-names>K.</given-names>
</name>
<name>
<surname>Dyakonov</surname>
<given-names>V.</given-names>
</name>
</person-group> (<year>2015</year>). <article-title>Identification of Trap States in Perovskite Solar Cells</article-title>. <source>J. Phys. Chem. Lett.</source> <volume>6</volume> (<issue>12</issue>), <fpage>2350</fpage>&#x2013;<lpage>2354</lpage>. <pub-id pub-id-type="doi">10.1021/acs.jpclett.5b00953</pub-id> </citation>
</ref>
<ref id="B6">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Calado</surname>
<given-names>P.</given-names>
</name>
<name>
<surname>Telford</surname>
<given-names>A. M.</given-names>
</name>
<name>
<surname>Bryant</surname>
<given-names>D.</given-names>
</name>
<name>
<surname>Li</surname>
<given-names>X.</given-names>
</name>
<name>
<surname>Nelson</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>O&#x27;Regan</surname>
<given-names>B. C.</given-names>
</name>
<etal/>
</person-group> (<year>2016</year>). <article-title>Evidence for Ion Migration in Hybrid Perovskite Solar Cells with Minimal Hysteresis</article-title>. <source>Nat. Commun.</source> <volume>7</volume> (<issue>1</issue>), <fpage>13831</fpage>&#x2013;<lpage>13910</lpage>. <pub-id pub-id-type="doi">10.1038/ncomms13831</pub-id> </citation>
</ref>
<ref id="B7">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Campbell</surname>
<given-names>S. A.</given-names>
</name>
<name>
<surname>Kim</surname>
<given-names>H.-S.</given-names>
</name>
<name>
<surname>Gilmer</surname>
<given-names>D. C.</given-names>
</name>
<name>
<surname>He</surname>
<given-names>B.</given-names>
</name>
<name>
<surname>Ma</surname>
<given-names>T.</given-names>
</name>
<name>
<surname>Gladfelter</surname>
<given-names>W. L.</given-names>
</name>
</person-group> (<year>1999</year>). <article-title>Titanium Dioxide (TiO<sub>2</sub>)-Based Gate Insulators</article-title>. <source>IBM J. Res. Dev.</source> <volume>43</volume> (<issue>3</issue>), <fpage>383</fpage>&#x2013;<lpage>392</lpage>. <pub-id pub-id-type="doi">10.1147/rd.433.0383</pub-id> </citation>
</ref>
<ref id="B8">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Chueh</surname>
<given-names>C.-C.</given-names>
</name>
<name>
<surname>Li</surname>
<given-names>C.-Z.</given-names>
</name>
<name>
<surname>Jen</surname>
<given-names>A. K.-Y.</given-names>
</name>
</person-group> (<year>2015</year>). <article-title>Recent Progress and Perspective in Solution-Processed Interfacial Materials for Efficient and Stable Polymer and Organometal Perovskite Solar Cells</article-title>. <source>Energy Environ. Sci.</source> <volume>8</volume> (<issue>4</issue>), <fpage>1160</fpage>&#x2013;<lpage>1189</lpage>. <pub-id pub-id-type="doi">10.1039/c4ee03824j</pub-id> </citation>
</ref>
<ref id="B9">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Das</surname>
<given-names>B.</given-names>
</name>
<name>
<surname>Aguilera</surname>
<given-names>I.</given-names>
</name>
<name>
<surname>Rau</surname>
<given-names>U.</given-names>
</name>
<name>
<surname>Kirchartz</surname>
<given-names>T.</given-names>
</name>
</person-group> (<year>2020</year>). <article-title>What Is a Deep Defect? Combining Shockley-Read-Hall Statistics with Multiphonon Recombination Theory</article-title>. <source>Phys. Rev. Mater.</source> <volume>4</volume> (<issue>2</issue>), <fpage>24602</fpage>. <pub-id pub-id-type="doi">10.1103/physrevmaterials.4.024602</pub-id> </citation>
</ref>
<ref id="B10">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Du</surname>
<given-names>M. H.</given-names>
</name>
</person-group> (<year>2014</year>). <article-title>Efficient Carrier Transport in Halide Perovskites: Theoretical Perspectives</article-title>. <source>J. Mat. Chem. A</source> <volume>2</volume> (<issue>24</issue>), <fpage>9091</fpage>&#x2013;<lpage>9098</lpage>. <pub-id pub-id-type="doi">10.1039/c4ta01198h</pub-id> </citation>
</ref>
<ref id="B11">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Duan</surname>
<given-names>H.-S.</given-names>
</name>
<name>
<surname>Zhou</surname>
<given-names>H.</given-names>
</name>
<name>
<surname>Chen</surname>
<given-names>Q.</given-names>
</name>
<name>
<surname>Sun</surname>
<given-names>P.</given-names>
</name>
<name>
<surname>Luo</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Song</surname>
<given-names>T.-B.</given-names>
</name>
<etal/>
</person-group> (<year>2015</year>). <article-title>The Identification and Characterization of Defect States in Hybrid Organic-Inorganic Perovskite Photovoltaics</article-title>. <source>Phys. Chem. Chem. Phys.</source> <volume>17</volume> (<issue>1</issue>), <fpage>112</fpage>&#x2013;<lpage>116</lpage>. <pub-id pub-id-type="doi">10.1039/c4cp04479g</pub-id> </citation>
</ref>
<ref id="B12">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Eades</surname>
<given-names>W. D.</given-names>
</name>
<name>
<surname>Swanson</surname>
<given-names>R. M.</given-names>
</name>
</person-group> (<year>1985</year>). <article-title>Calculation of Surface Generation and Recombination Velocities at the Si&#x2010;SiO2interface</article-title>. <source>J. Appl. Phys.</source> <volume>58</volume> (<issue>11</issue>), <fpage>4267</fpage>&#x2013;<lpage>4276</lpage>. <pub-id pub-id-type="doi">10.1063/1.335562</pub-id> </citation>
</ref>
<ref id="B13">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Elumalai</surname>
<given-names>N. K.</given-names>
</name>
<name>
<surname>Uddin</surname>
<given-names>A.</given-names>
</name>
</person-group> (<year>2016</year>). <article-title>Hysteresis in Organic-Inorganic Hybrid Perovskite Solar Cells</article-title>. <source>Sol. Energy Mater. Sol. Cells</source> <volume>157</volume>, <fpage>476</fpage>&#x2013;<lpage>509</lpage>. <pub-id pub-id-type="doi">10.1016/j.solmat.2016.06.025</pub-id> </citation>
</ref>
<ref id="B14">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Garc&#xed;a-Ca&#xf1;adas</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Fabregat-Santiago</surname>
<given-names>F.</given-names>
</name>
<name>
<surname>Bolink</surname>
<given-names>H. J.</given-names>
</name>
<name>
<surname>Palomares</surname>
<given-names>E.</given-names>
</name>
<name>
<surname>Garcia-Belmonte</surname>
<given-names>G.</given-names>
</name>
<name>
<surname>Bisquert</surname>
<given-names>J.</given-names>
</name>
</person-group> (<year>2006</year>). <article-title>Determination of Electron and Hole Energy Levels in Mesoporous Nanocrystalline TiO<sub>2</sub> Solid-State Dye Solar Cell</article-title>. <source>Synth. Metall.</source> <volume>156</volume> (<issue>14&#x2013;15</issue>), <fpage>944</fpage>&#x2013;<lpage>948</lpage>. <pub-id pub-id-type="doi">10.1016/j.synthmet.2006.06.006</pub-id> </citation>
</ref>
<ref id="B15">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Green</surname>
<given-names>M. A.</given-names>
</name>
<name>
<surname>Dunlop</surname>
<given-names>E. D.</given-names>
</name>
<name>
<surname>Hohl&#x2010;Ebinger</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Yoshita</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Kopidakis</surname>
<given-names>N.</given-names>
</name>
<name>
<surname>Hao</surname>
<given-names>X.</given-names>
</name>
</person-group> (<year>2020</year>). <article-title>Solar Cell Efficiency Tables (Version 56)</article-title>. <source>Prog. Photovolt. Res. Appl.</source> <volume>28</volume> (<issue>7</issue>), <fpage>629</fpage>&#x2013;<lpage>638</lpage>. <pub-id pub-id-type="doi">10.1002/pip.3303</pub-id> </citation>
</ref>
<ref id="B16">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Green</surname>
<given-names>M. A.</given-names>
</name>
<name>
<surname>Ho-Baillie</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Snaith</surname>
<given-names>H. J.</given-names>
</name>
</person-group> (<year>2014</year>). <article-title>The Emergence of Perovskite Solar Cells</article-title>. <source>Nat. Phot.</source> <volume>8</volume> (<issue>7</issue>), <fpage>506</fpage>&#x2013;<lpage>514</lpage>. <pub-id pub-id-type="doi">10.1038/nphoton.2014.134</pub-id> </citation>
</ref>
<ref id="B17">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Heiman</surname>
<given-names>F. P.</given-names>
</name>
<name>
<surname>Warfield</surname>
<given-names>G.</given-names>
</name>
</person-group> (<year>1965</year>). <article-title>The Effects of Oxide Traps on the MOS Capacitance</article-title>. <source>IEEE Trans. Electron Devices</source> <volume>12</volume> (<issue>4</issue>), <fpage>167</fpage>&#x2013;<lpage>178</lpage>. <pub-id pub-id-type="doi">10.1109/t-ed.1965.15475</pub-id> </citation>
</ref>
<ref id="B18">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Heo</surname>
<given-names>J. H.</given-names>
</name>
<name>
<surname>Song</surname>
<given-names>D. H.</given-names>
</name>
<name>
<surname>Han</surname>
<given-names>H. J.</given-names>
</name>
<name>
<surname>Kim</surname>
<given-names>S. Y.</given-names>
</name>
<name>
<surname>Kim</surname>
<given-names>J. H.</given-names>
</name>
<name>
<surname>Kim</surname>
<given-names>D.</given-names>
</name>
<etal/>
</person-group> (<year>2015</year>). <article-title>Planar CH<sub>3</sub>NH<sub>3</sub>PbI<sub>3</sub> Perovskite Solar Cells with Constant 17.2% Average Power Conversion Efficiency Irrespective of the Scan Rate</article-title>. <source>Adv. Mat.</source> <volume>27</volume> (<issue>22</issue>), <fpage>3424</fpage>&#x2013;<lpage>3430</lpage>. <pub-id pub-id-type="doi">10.1002/adma.201500048</pub-id> </citation>
</ref>
<ref id="B19">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Ho&#x308;rantner</surname>
<given-names>M. T.</given-names>
</name>
<name>
<surname>Ziffe</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Eperon</surname>
<given-names>G. E.</given-names>
</name>
</person-group> (<year>2017</year>). <article-title>The Potential of Multijunction Perovskite Solar Cells</article-title>. <source>ACS Energy Lett.</source> <volume>2</volume> (<issue>10</issue>), <fpage>2506</fpage>&#x2013;<lpage>2513</lpage>. </citation>
</ref>
<ref id="B20">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Ji</surname>
<given-names>K.</given-names>
</name>
<name>
<surname>Anaya</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Abfalterer</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Stranks</surname>
<given-names>S. D.</given-names>
</name>
</person-group> (<year>2021</year>). <article-title>Halide Perovskite Light&#x2010;Emitting Diode Technologies</article-title>. <source>Adv. Opt. Mat.</source> <volume>9</volume> (<issue>18</issue>), <fpage>2002128</fpage>. </citation>
</ref>
<ref id="B21">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Jiang</surname>
<given-names>Q.</given-names>
</name>
<name>
<surname>Zhao</surname>
<given-names>Y.</given-names>
</name>
<name>
<surname>Zhang</surname>
<given-names>X.</given-names>
</name>
<name>
<surname>Yang</surname>
<given-names>X.</given-names>
</name>
<name>
<surname>Chen</surname>
<given-names>Y.</given-names>
</name>
<name>
<surname>Chu</surname>
<given-names>Z.</given-names>
</name>
<etal/>
</person-group> (<year>2019</year>). <article-title>Surface Passivation of Perovskite Film for Efficient Solar Cells</article-title>. <source>Nat. Photonics</source> <volume>13</volume> (<issue>7</issue>), <fpage>460</fpage>&#x2013;<lpage>466</lpage>. <pub-id pub-id-type="doi">10.1038/s41566-019-0398-2</pub-id> </citation>
</ref>
<ref id="B22">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Kojima</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Teshima</surname>
<given-names>K.</given-names>
</name>
<name>
<surname>Shirai</surname>
<given-names>Y.</given-names>
</name>
<name>
<surname>Miyasaka</surname>
<given-names>T.</given-names>
</name>
</person-group> (<year>2009</year>). <article-title>Organometal Halide Perovskites as Visible-Light Sensitizers for Photovoltaic Cells</article-title>. <source>J. Am. Chem. Soc.</source> <volume>131</volume> (<issue>17</issue>), <fpage>6050</fpage>&#x2013;<lpage>6051</lpage>. <pub-id pub-id-type="doi">10.1021/ja809598r</pub-id> </citation>
</ref>
<ref id="B23">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Lal</surname>
<given-names>N. N.</given-names>
</name>
<name>
<surname>Dkhissi</surname>
<given-names>Y.</given-names>
</name>
<name>
<surname>Li</surname>
<given-names>W.</given-names>
</name>
<name>
<surname>Hou</surname>
<given-names>Q.</given-names>
</name>
<name>
<surname>Cheng</surname>
<given-names>Y.-B.</given-names>
</name>
<name>
<surname>Bach</surname>
<given-names>U.</given-names>
</name>
</person-group> (<year>2017</year>). <article-title>Perovskite Tandem Solar Cells</article-title>. <source>Adv. Energy Mat.</source> <volume>7</volume> (<issue>18</issue>), <fpage>16</fpage>. <pub-id pub-id-type="doi">10.1002/aenm.201602761</pub-id> </citation>
</ref>
<ref id="B24">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Lang</surname>
<given-names>D. V.</given-names>
</name>
<name>
<surname>Logan</surname>
<given-names>R. A.</given-names>
</name>
</person-group> (<year>1975</year>). <article-title>A Study of Deep Levels in GaAs by Capacitance Spectroscopy</article-title>. <source>J. Electron. Mater.</source> <volume>4</volume> (<issue>5</issue>), <fpage>1053</fpage>&#x2013;<lpage>1066</lpage>. <pub-id pub-id-type="doi">10.1007/bf02660189</pub-id> </citation>
</ref>
<ref id="B25">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Lee</surname>
<given-names>H.</given-names>
</name>
<name>
<surname>Gaiaschi</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Chapon</surname>
<given-names>P.</given-names>
</name>
<name>
<surname>Marronnier</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Lee</surname>
<given-names>H.</given-names>
</name>
<name>
<surname>Vanel</surname>
<given-names>J.-C.</given-names>
</name>
<etal/>
</person-group> (<year>2017</year>). <article-title>Direct Experimental Evidence of Halide Ionic Migration Under Bias in CH<sub>3</sub>NH<sub>3</sub>PbI<sub>3</sub>-xClx-Based Perovskite Solar Cells Using GD-OES Analysis</article-title>. <source>ACS Energy Lett.</source> <volume>2</volume> (<issue>4</issue>), <fpage>943</fpage>&#x2013;<lpage>949</lpage>. <pub-id pub-id-type="doi">10.1021/acsenergylett.7b00150</pub-id> </citation>
</ref>
<ref id="B26">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Li</surname>
<given-names>C.</given-names>
</name>
<name>
<surname>Wang</surname>
<given-names>H.</given-names>
</name>
<name>
<surname>Wang</surname>
<given-names>F.</given-names>
</name>
<name>
<surname>Li</surname>
<given-names>T.</given-names>
</name>
<name>
<surname>Xu</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Wang</surname>
<given-names>H.</given-names>
</name>
<etal/>
</person-group> (<year>2020</year>). <article-title>Ultrafast and Broadband Photodetectors Based on a Perovskite/organic Bulk Heterojunction for Large-Dynamic-Range Imaging</article-title>. <source>Light Sci. Appl.</source> <volume>9</volume> (<issue>1</issue>), <fpage>31</fpage>. <pub-id pub-id-type="doi">10.1038/s41377-020-0264-5</pub-id> </citation>
</ref>
<ref id="B27">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Li</surname>
<given-names>H.</given-names>
</name>
<name>
<surname>Zhang</surname>
<given-names>W.</given-names>
</name>
</person-group> (<year>2020</year>). <article-title>Perovskite Tandem Solar Cells: From Fundamentals to Commercial Deployment</article-title>. <source>Chem. Rev.</source> <volume>120</volume> (<issue>18</issue>), <fpage>9835</fpage>&#x2013;<lpage>9950</lpage>. <pub-id pub-id-type="doi">10.1021/acs.chemrev.9b00780</pub-id> </citation>
</ref>
<ref id="B28">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Li</surname>
<given-names>Z.</given-names>
</name>
</person-group> (<year>2019</year>). <article-title>A Generic Green Solvent Concept Boosting the Power Conversion Efficiency of All-Polymer Solar Cells to 11</article-title>. <source>Energy and Environ. Sci.</source> <volume>12</volume> (<issue>1</issue>), <fpage>157</fpage>&#x2013;<lpage>163</lpage>. </citation>
</ref>
<ref id="B29">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Lin</surname>
<given-names>R.</given-names>
</name>
</person-group> (<year>2019</year>). <article-title>Monolithic All-Perovskite Tandem Solar Cells with 24.8\% Efficiency Exploiting Comproportionation to Suppress Sn (Ii) Oxidation in Precursor Ink</article-title>. <source>Nat. Energy</source> <volume>4</volume> (<issue>10</issue>), <fpage>864</fpage>&#x2013;<lpage>873</lpage>. </citation>
</ref>
<ref id="B30">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Liu</surname>
<given-names>D.</given-names>
</name>
<name>
<surname>Kelly</surname>
<given-names>T. L.</given-names>
</name>
</person-group> (<year>2014</year>). <article-title>Perovskite Solar Cells with a Planar Heterojunction Structure Prepared Using Room-Temperature Solution Processing Techniques</article-title>. <source>Nat. Phot.</source> <volume>8</volume> (<issue>2</issue>), <fpage>133</fpage>&#x2013;<lpage>138</lpage>. <pub-id pub-id-type="doi">10.1038/nphoton.2013.342</pub-id> </citation>
</ref>
<ref id="B31">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Liu</surname>
<given-names>F.</given-names>
</name>
<name>
<surname>Zhu</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Wei</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Li</surname>
<given-names>Y.</given-names>
</name>
<name>
<surname>Lv</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Yang</surname>
<given-names>S.</given-names>
</name>
<etal/>
</person-group> (<year>2014</year>). <article-title>Numerical Simulation: toward the Design of High-Efficiency Planar Perovskite Solar Cells</article-title>. <source>Appl. Phys. Lett.</source> <volume>104</volume> (<issue>25</issue>), <fpage>253508</fpage>. <pub-id pub-id-type="doi">10.1063/1.4885367</pub-id> </citation>
</ref>
<ref id="B32">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Miao</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Zhang</surname>
<given-names>F.</given-names>
</name>
</person-group> (<year>2019</year>). <article-title>Recent Progress on Highly Sensitive Perovskite Photodetectors</article-title>. <source>J. Mat. Chem. C</source> <volume>7</volume> (<issue>7</issue>), <fpage>1741</fpage>&#x2013;<lpage>1791</lpage>. <pub-id pub-id-type="doi">10.1039/c8tc06089d</pub-id> </citation>
</ref>
<ref id="B33">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Minemoto</surname>
<given-names>T.</given-names>
</name>
<name>
<surname>Murata</surname>
<given-names>M.</given-names>
</name>
</person-group> (<year>2014</year>). <article-title>Device Modeling of Perovskite Solar Cells Based on Structural Similarity with Thin Film Inorganic Semiconductor Solar Cells</article-title>. <source>J. Appl. Phys.</source> <volume>116</volume> (<issue>5</issue>), <fpage>54505</fpage>. <pub-id pub-id-type="doi">10.1063/1.4891982</pub-id> </citation>
</ref>
<ref id="B34">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Mizusaki</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Arai</surname>
<given-names>K.</given-names>
</name>
<name>
<surname>Fueki</surname>
<given-names>K.</given-names>
</name>
</person-group> (<year>1983</year>). <article-title>Ionic Conduction of the Perovskite-type Halides</article-title>. <source>Solid State Ionics</source> <volume>11</volume> (<issue>3</issue>), <fpage>203</fpage>&#x2013;<lpage>211</lpage>. <pub-id pub-id-type="doi">10.1016/0167-2738(83)90025-5</pub-id> </citation>
</ref>
<ref id="B35">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Mosconi</surname>
<given-names>E.</given-names>
</name>
<name>
<surname>Meggiolaro</surname>
<given-names>D.</given-names>
</name>
<name>
<surname>Snaith</surname>
<given-names>H. J.</given-names>
</name>
<name>
<surname>Stranks</surname>
<given-names>S. D.</given-names>
</name>
<name>
<surname>De Angelis</surname>
<given-names>F.</given-names>
</name>
</person-group> (<year>2016</year>). <article-title>Light-induced Annihilation of Frenkel Defects in Organo-Lead Halide Perovskites</article-title>. <source>Energy Environ. Sci.</source> <volume>9</volume> (<issue>10</issue>), <fpage>3180</fpage>&#x2013;<lpage>3187</lpage>. <pub-id pub-id-type="doi">10.1039/c6ee01504b</pub-id> </citation>
</ref>
<ref id="B36">
<citation citation-type="journal">
<collab>Nature Energy</collab> (<year>2020</year>). <article-title>Perovskites Take Steps to Industrialization</article-title>, <source>Nat. Energy</source> <volume>5</volume> (<issue>1</issue>). <pub-id pub-id-type="doi">10.1038/s41560-020-0552-6</pub-id> </citation>
</ref>
<ref id="B37">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Nemnes</surname>
<given-names>G. A.</given-names>
</name>
<name>
<surname>Besleaga</surname>
<given-names>C.</given-names>
</name>
<name>
<surname>Tomulescu</surname>
<given-names>A. G.</given-names>
</name>
<name>
<surname>Palici</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Pintilie</surname>
<given-names>L.</given-names>
</name>
<name>
<surname>Manolescu</surname>
<given-names>A.</given-names>
</name>
<etal/>
</person-group> (<year>2018</year>). <article-title>How Measurement Protocols Influence the Dynamic J-V Characteristics of Perovskite Solar Cells: Theory and Experiment</article-title>. <source>Sol. Energy</source> <volume>173</volume>, <fpage>976</fpage>&#x2013;<lpage>983</lpage>. <pub-id pub-id-type="doi">10.1016/j.solener.2018.08.033</pub-id> </citation>
</ref>
<ref id="B38">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Neukom</surname>
<given-names>M. T.</given-names>
</name>
</person-group> (<year>2019</year>). <article-title>Consistent Device Simulation Model Describing Perovskite Solar Cells in Steady-State, Transient and Frequency Domain</article-title>. <source>ACS Appl. Mat. \&#x26; interfaces</source>. <pub-id pub-id-type="doi">10.1021/acsami.9b04991</pub-id> </citation>
</ref>
<ref id="B39">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Neukom</surname>
<given-names>M. T.</given-names>
</name>
<name>
<surname>Z&#xfc;fle</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Knapp</surname>
<given-names>E.</given-names>
</name>
<name>
<surname>Makha</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Hany</surname>
<given-names>R.</given-names>
</name>
<name>
<surname>Ruhstaller</surname>
<given-names>B.</given-names>
</name>
</person-group> (<year>2017</year>). <article-title>Why Perovskite Solar Cells with High Efficiency Show Small IV-Curve Hysteresis</article-title>. <source>Sol. Energy Mater. Sol. Cells</source> <volume>169</volume>, <fpage>159</fpage>&#x2013;<lpage>166</lpage>. <pub-id pub-id-type="doi">10.1016/j.solmat.2017.05.021</pub-id> </citation>
</ref>
<ref id="B40">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Ni</surname>
<given-names>Z.</given-names>
</name>
<name>
<surname>Bao</surname>
<given-names>C.</given-names>
</name>
<name>
<surname>Liu</surname>
<given-names>Y.</given-names>
</name>
<name>
<surname>Jiang</surname>
<given-names>Q.</given-names>
</name>
<name>
<surname>Wu</surname>
<given-names>W. Q.</given-names>
</name>
<name>
<surname>Chen</surname>
<given-names>S.</given-names>
</name>
<etal/>
</person-group> (<year>2020</year>). <article-title>Resolving Spatial and Energetic Distributions of Trap States in Metal Halide Perovskite Solar Cells</article-title>. <source>Science</source> <volume>367</volume> (<issue>6484</issue>), <fpage>1352</fpage>&#x2013;<lpage>1358</lpage>. <pub-id pub-id-type="doi">10.1126/science.aba0893</pub-id> </citation>
</ref>
<ref id="B41">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Poglitsch</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Weber</surname>
<given-names>D.</given-names>
</name>
</person-group> (<year>1987</year>). <article-title>Dynamic Disorder in Methylammoniumtrihalogenoplumbates (II) Observed by Millimeter&#x2010;Wave Spectroscopy</article-title>. <source>J. Chem. Phys.</source> <volume>87</volume> (<issue>11</issue>), <fpage>6373</fpage>&#x2013;<lpage>6378</lpage>. <pub-id pub-id-type="doi">10.1063/1.453467</pub-id> </citation>
</ref>
<ref id="B42">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Poplavskyy</surname>
<given-names>D.</given-names>
</name>
<name>
<surname>Nelson</surname>
<given-names>J.</given-names>
</name>
</person-group> (<year>2003</year>). <article-title>Nondispersive Hole Transport in Amorphous Films of Methoxy-Spirofluorene-Arylamine Organic Compound</article-title>. <source>J. Appl. Phys.</source> <volume>93</volume> (<issue>1</issue>), <fpage>341</fpage>&#x2013;<lpage>346</lpage>. <pub-id pub-id-type="doi">10.1063/1.1525866</pub-id> </citation>
</ref>
<ref id="B43">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Procel</surname>
<given-names>P.</given-names>
</name>
<name>
<surname>Xu</surname>
<given-names>H.</given-names>
</name>
<name>
<surname>Saez</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Ruiz&#x2010;Tobon</surname>
<given-names>C.</given-names>
</name>
<name>
<surname>Mazzarella</surname>
<given-names>L.</given-names>
</name>
<name>
<surname>Zhao</surname>
<given-names>Y.</given-names>
</name>
<etal/>
</person-group> (<year>2020</year>). <article-title>The Role of Heterointerfaces and Subgap Energy States on Transport Mechanisms in Silicon Heterojunction Solar Cells</article-title>. <source>Prog. Photovolt. Res. Appl.</source> <volume>28</volume> (<issue>9</issue>), <fpage>935</fpage>&#x2013;<lpage>945</lpage>. <pub-id pub-id-type="doi">10.1002/pip.3300</pub-id> </citation>
</ref>
<ref id="B44">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Rong</surname>
<given-names>Y.</given-names>
</name>
<name>
<surname>Hu</surname>
<given-names>Y.</given-names>
</name>
<name>
<surname>Ravishankar</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Liu</surname>
<given-names>H.</given-names>
</name>
<name>
<surname>Hou</surname>
<given-names>X.</given-names>
</name>
<name>
<surname>Sheng</surname>
<given-names>Y.</given-names>
</name>
<etal/>
</person-group> (<year>2017</year>). <article-title>Tunable Hysteresis Effect for Perovskite Solar Cells</article-title>. <source>Energy Environ. Sci.</source> <volume>10</volume> (<issue>11</issue>), <fpage>2383</fpage>&#x2013;<lpage>2391</lpage>. <pub-id pub-id-type="doi">10.1039/c7ee02048a</pub-id> </citation>
</ref>
<ref id="B45">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Sanchez</surname>
<given-names>R. S.</given-names>
</name>
<name>
<surname>Gonzalez-Pedro</surname>
<given-names>V.</given-names>
</name>
<name>
<surname>Lee</surname>
<given-names>J.-W.</given-names>
</name>
<name>
<surname>Park</surname>
<given-names>N.-G.</given-names>
</name>
<name>
<surname>Kang</surname>
<given-names>Y. S.</given-names>
</name>
<name>
<surname>Mora-Sero</surname>
<given-names>I.</given-names>
</name>
<etal/>
</person-group> (<year>2014</year>). <article-title>Slow Dynamic Processes in Lead Halide Perovskite Solar Cells. Characteristic Times and Hysteresis</article-title>. <source>J. Phys. Chem. Lett.</source> <volume>5</volume> (<issue>13</issue>), <fpage>2357</fpage>&#x2013;<lpage>2363</lpage>. <pub-id pub-id-type="doi">10.1021/jz5011187</pub-id> </citation>
</ref>
<ref id="B46">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Sellers</surname>
<given-names>M. C. K.</given-names>
</name>
<name>
<surname>Seebauer</surname>
<given-names>E. G.</given-names>
</name>
</person-group> (<year>2011</year>). <article-title>Manipulation of Polycrystalline TiO2 Carrier Concentration via Electrically Active Native Defects</article-title>. <source>J. Vac. Sci. \&#x26; Technol. A Vac. Surfaces, Film.</source> <volume>29</volume> (<issue>6</issue>), <fpage>61503</fpage>. <pub-id pub-id-type="doi">10.1116/1.3635373</pub-id> </citation>
</ref>
<ref id="B47">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Shao</surname>
<given-names>Y.</given-names>
</name>
<name>
<surname>Xiao</surname>
<given-names>Z.</given-names>
</name>
<name>
<surname>Bi</surname>
<given-names>C.</given-names>
</name>
<name>
<surname>Yuan</surname>
<given-names>Y.</given-names>
</name>
<name>
<surname>Huang</surname>
<given-names>J.</given-names>
</name>
</person-group> (<year>2014</year>). <article-title>Origin and Elimination of Photocurrent Hysteresis by Fullerene Passivation in CH3NH3PbI3 Planar Heterojunction Solar Cells</article-title>. <source>Nat. Commun.</source> <volume>5</volume> (<issue>1</issue>), <fpage>5784</fpage>. <pub-id pub-id-type="doi">10.1038/ncomms6784</pub-id> </citation>
</ref>
<ref id="B48">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Shi</surname>
<given-names>D.</given-names>
</name>
<name>
<surname>Adinolfi</surname>
<given-names>V.</given-names>
</name>
<name>
<surname>Comin</surname>
<given-names>R.</given-names>
</name>
<name>
<surname>Yuan</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Alarousu</surname>
<given-names>E.</given-names>
</name>
<name>
<surname>Buin</surname>
<given-names>A.</given-names>
</name>
<etal/>
</person-group> (<year>2015</year>). <article-title>Low Trap-State Density and Long Carrier Diffusion in Organolead Trihalide Perovskite Single Crystals</article-title>. <source>Science</source> <volume>347</volume> (<issue>6221</issue>), <fpage>519</fpage>&#x2013;<lpage>522</lpage>. <pub-id pub-id-type="doi">10.1126/science.aaa2725</pub-id> </citation>
</ref>
<ref id="B49">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Snaith</surname>
<given-names>H. J.</given-names>
</name>
<name>
<surname>Abate</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Ball</surname>
<given-names>J. M.</given-names>
</name>
<name>
<surname>Eperon</surname>
<given-names>G. E.</given-names>
</name>
<name>
<surname>Leijtens</surname>
<given-names>T.</given-names>
</name>
<name>
<surname>Noel</surname>
<given-names>N. K.</given-names>
</name>
<etal/>
</person-group> (<year>2014</year>). <article-title>Anomalous Hysteresis in Perovskite Solar Cells</article-title>. <source>J. Phys. Chem. Lett.</source> <volume>5</volume> (<issue>9</issue>), <fpage>1511</fpage>&#x2013;<lpage>1515</lpage>. <pub-id pub-id-type="doi">10.1021/jz500113x</pub-id> </citation>
</ref>
<ref id="B50">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Snaith</surname>
<given-names>H. J.</given-names>
</name>
<name>
<surname>Gr&#xe4;tzel</surname>
<given-names>M.</given-names>
</name>
</person-group> (<year>2006</year>). <article-title>Enhanced Charge Mobility in a Molecular Hole Transporter via Addition of Redox Inactive Ionic Dopant: Implication to Dye-Sensitized Solar Cells</article-title>. <source>Appl. Phys. Lett.</source> <volume>89</volume> (<issue>26</issue>), <fpage>262114</fpage>. <pub-id pub-id-type="doi">10.1063/1.2424552</pub-id> </citation>
</ref>
<ref id="B51">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Srivastava</surname>
<given-names>P.</given-names>
</name>
<name>
<surname>Kumar</surname>
<given-names>R.</given-names>
</name>
<name>
<surname>Bag</surname>
<given-names>M.</given-names>
</name>
</person-group> (<year>2020</year>). <article-title>Discerning the Role of an A-Site Cation and X-Site Anion for Ion Conductivity Tuning in Hybrid Perovskites by Photoelectrochemical Impedance Spectroscopy</article-title>. <source>J. Phys. Chem. C</source> <volume>125</volume> (<issue>1</issue>), <fpage>211</fpage>&#x2013;<lpage>222</lpage>. <pub-id pub-id-type="doi">10.1021/acs.jpcc.0c09443</pub-id> </citation>
</ref>
<ref id="B52">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Stranks</surname>
<given-names>S. D.</given-names>
</name>
<name>
<surname>Eperon</surname>
<given-names>G. E.</given-names>
</name>
<name>
<surname>Grancini</surname>
<given-names>G.</given-names>
</name>
<name>
<surname>Menelaou</surname>
<given-names>C.</given-names>
</name>
<name>
<surname>Alcocer</surname>
<given-names>M. J. P.</given-names>
</name>
<name>
<surname>Leijtens</surname>
<given-names>T.</given-names>
</name>
<etal/>
</person-group> (<year>2013</year>). <article-title>Electron-hole Diffusion Lengths Exceeding 1 Micrometer in an Organometal Trihalide Perovskite Absorber</article-title>. <source>Science</source> <volume>342</volume> (<issue>6156</issue>), <fpage>341</fpage>&#x2013;<lpage>344</lpage>. <pub-id pub-id-type="doi">10.1126/science.1243982</pub-id> </citation>
</ref>
<ref id="B53">
<citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname>Synopsys</surname>
<given-names>I.</given-names>
</name>
</person-group> (<year>2015</year>). <source>Sentaurus Device User Guide Version K-2015.06</source>. <publisher-loc>Mountain View, CA, USA</publisher-loc>: <publisher-name>Synopsys</publisher-name>. </citation>
</ref>
<ref id="B54">
<citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname>Sze</surname>
<given-names>S. M.</given-names>
</name>
<name>
<surname>Ng</surname>
<given-names>K. K.</given-names>
</name>
</person-group> (<year>2006</year>). <source>Physics of Semiconductor Devices</source>. <edition>Third</edition>. <publisher-loc>Hoboken, NJ, USA</publisher-loc>: <publisher-name>John Wiley &#x26; Sons</publisher-name>. </citation>
</ref>
<ref id="B55">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Tan</surname>
<given-names>Z.-K.</given-names>
</name>
<name>
<surname>Moghaddam</surname>
<given-names>R. S.</given-names>
</name>
<name>
<surname>Lai</surname>
<given-names>M. L.</given-names>
</name>
<name>
<surname>Docampo</surname>
<given-names>P.</given-names>
</name>
<name>
<surname>Higler</surname>
<given-names>R.</given-names>
</name>
<name>
<surname>Deschler</surname>
<given-names>F.</given-names>
</name>
<etal/>
</person-group> (<year>2014</year>). <article-title>Bright Light-Emitting Diodes Based on Organometal Halide Perovskite</article-title>. <source>Nat. Nanotech</source> <volume>9</volume> (<issue>9</issue>), <fpage>687</fpage>&#x2013;<lpage>692</lpage>. <pub-id pub-id-type="doi">10.1038/nnano.2014.149</pub-id> </citation>
</ref>
<ref id="B56">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Tao</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Schmidt</surname>
<given-names>I.</given-names>
</name>
<name>
<surname>Brocks</surname>
<given-names>G.</given-names>
</name>
<name>
<surname>Jiang</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Tranca</surname>
<given-names>I.</given-names>
</name>
<name>
<surname>Meerholz</surname>
<given-names>K.</given-names>
</name>
<etal/>
</person-group> (<year>2019</year>). <article-title>Absolute Energy Level Positions in Tin- and Lead-Based Halide Perovskites</article-title>. <source>Nat. Commun.</source> <volume>10</volume> (<issue>1</issue>), <fpage>2560</fpage>. <pub-id pub-id-type="doi">10.1038/s41467-019-10468-7</pub-id> </citation>
</ref>
<ref id="B57">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Tonui</surname>
<given-names>P.</given-names>
</name>
<name>
<surname>Oseni</surname>
<given-names>S. O.</given-names>
</name>
<name>
<surname>Sharma</surname>
<given-names>G.</given-names>
</name>
<name>
<surname>Yan</surname>
<given-names>Q.</given-names>
</name>
<name>
<surname>Tessema Mola</surname>
<given-names>G.</given-names>
</name>
</person-group> (<year>2018</year>). <article-title>Perovskites Photovoltaic Solar Cells: An Overview of Current Status</article-title>. <source>Renew. Sustain. Energy Rev.</source> <volume>91</volume>, <fpage>1025</fpage>&#x2013;<lpage>1044</lpage>. <pub-id pub-id-type="doi">10.1016/j.rser.2018.04.069</pub-id> </citation>
</ref>
<ref id="B58">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Tress</surname>
<given-names>W.</given-names>
</name>
<name>
<surname>Marinova</surname>
<given-names>N.</given-names>
</name>
<name>
<surname>Moehl</surname>
<given-names>T.</given-names>
</name>
<name>
<surname>Zakeeruddin</surname>
<given-names>S. M.</given-names>
</name>
<name>
<surname>Nazeeruddin</surname>
<given-names>M. K.</given-names>
</name>
<name>
<surname>Gr&#xe4;tzel</surname>
<given-names>M.</given-names>
</name>
</person-group> (<year>2015</year>). <article-title>Understanding the Rate-Dependent J-V Hysteresis, Slow Time Component, and Aging in CH<sub>3</sub>NH<sub>3</sub>PbI<sub>3</sub> Perovskite Solar Cells: the Role of a Compensated Electric Field</article-title>. <source>Energy Environ. Sci.</source> <volume>8</volume> (<issue>3</issue>), <fpage>995</fpage>&#x2013;<lpage>1004</lpage>. <pub-id pub-id-type="doi">10.1039/c4ee03664f</pub-id> </citation>
</ref>
<ref id="B59">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Unger</surname>
<given-names>E. L.</given-names>
</name>
<name>
<surname>Hoke</surname>
<given-names>E. T.</given-names>
</name>
<name>
<surname>Bailie</surname>
<given-names>C. D.</given-names>
</name>
<name>
<surname>Nguyen</surname>
<given-names>W. H.</given-names>
</name>
<name>
<surname>Bowring</surname>
<given-names>A. R.</given-names>
</name>
<name>
<surname>Heum&#xfc;ller</surname>
<given-names>T.</given-names>
</name>
<etal/>
</person-group> (<year>2014</year>). <article-title>Hysteresis and Transient Behavior in Current-Voltage Measurements of Hybrid-Perovskite Absorber Solar Cells</article-title>. <source>Energy Environ. Sci.</source> <volume>7</volume> (<issue>11</issue>), <fpage>3690</fpage>&#x2013;<lpage>3698</lpage>. <pub-id pub-id-type="doi">10.1039/c4ee02465f</pub-id> </citation>
</ref>
<ref id="B60">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Uratani</surname>
<given-names>H.</given-names>
</name>
<name>
<surname>Yamashita</surname>
<given-names>K.</given-names>
</name>
</person-group> (<year>2017</year>). <article-title>Charge Carrier Trapping at Surface Defects of Perovskite Solar Cell Absorbers: a First-Principles Study</article-title>. <source>J. Phys. Chem. Lett.</source> <volume>8</volume> (<issue>4</issue>), <fpage>742</fpage>&#x2013;<lpage>746</lpage>. <pub-id pub-id-type="doi">10.1021/acs.jpclett.7b00055</pub-id> </citation>
</ref>
<ref id="B61">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>van Reenen</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Kemerink</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Snaith</surname>
<given-names>H. J.</given-names>
</name>
</person-group> (<year>2015</year>). <article-title>Modeling Anomalous Hysteresis in Perovskite Solar Cells</article-title>. <source>J. Phys. Chem. Lett.</source> <volume>6</volume> (<issue>19</issue>), <fpage>3808</fpage>&#x2013;<lpage>3814</lpage>. <pub-id pub-id-type="doi">10.1021/acs.jpclett.5b01645</pub-id> </citation>
</ref>
<ref id="B62">
<citation citation-type="book">
<collab>Vdma, International.</collab> (<year>2021</year>). <source>Technology Roadmap for Photovoltaic</source>. <publisher-loc>Frankfurt am Main, Germany</publisher-loc>: <publisher-name>ITRPV</publisher-name>. </citation>
</ref>
<ref id="B63">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Wager</surname>
<given-names>J. F.</given-names>
</name>
</person-group> (<year>2017</year>). <article-title>Real- and Reciprocal-Space Attributes of Band Tail States</article-title>. <source>AIP Adv.</source> <volume>7</volume> (<issue>12</issue>), <fpage>125321</fpage>. <pub-id pub-id-type="doi">10.1063/1.5008521</pub-id> </citation>
</ref>
<ref id="B64">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Walter</surname>
<given-names>D.</given-names>
</name>
<name>
<surname>Fell</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Wu</surname>
<given-names>Y.</given-names>
</name>
<name>
<surname>Duong</surname>
<given-names>T.</given-names>
</name>
<name>
<surname>Barugkin</surname>
<given-names>C.</given-names>
</name>
<name>
<surname>Wu</surname>
<given-names>N.</given-names>
</name>
<etal/>
</person-group> (<year>2018</year>). <article-title>Transient Photovoltage in Perovskite Solar Cells: Interaction of Trap-Mediated Recombination and Migration of Multiple Ionic Species</article-title>. <source>J. Phys. Chem. C</source> <volume>122</volume> (<issue>21</issue>), <fpage>11270</fpage>&#x2013;<lpage>11281</lpage>. <pub-id pub-id-type="doi">10.1021/acs.jpcc.8b02529</pub-id> </citation>
</ref>
<ref id="B65">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Wang</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Gr&#xe4;tzel</surname>
<given-names>C.</given-names>
</name>
<name>
<surname>Moon</surname>
<given-names>S.-J.</given-names>
</name>
<name>
<surname>Humphry-Baker</surname>
<given-names>R.</given-names>
</name>
<name>
<surname>Rossier-Iten</surname>
<given-names>N.</given-names>
</name>
<name>
<surname>Zakeeruddin</surname>
<given-names>S. M.</given-names>
</name>
<etal/>
</person-group> (<year>2009</year>). <article-title>Surface Design in Solid-State Dye Sensitized Solar Cells: Effects of Zwitterionic Co-adsorbents on Photovoltaic Performance</article-title>. <source>Adv. Funct. Mat.</source> <volume>19</volume> (<issue>13</issue>), <fpage>2163</fpage>&#x2013;<lpage>2172</lpage>. <pub-id pub-id-type="doi">10.1002/adfm.200900246</pub-id> </citation>
</ref>
<ref id="B66">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Weber</surname>
<given-names>S. A. L.</given-names>
</name>
<name>
<surname>Hermes</surname>
<given-names>I. M.</given-names>
</name>
<name>
<surname>Turren-Cruz</surname>
<given-names>S.-H.</given-names>
</name>
<name>
<surname>Gort</surname>
<given-names>C.</given-names>
</name>
<name>
<surname>Bergmann</surname>
<given-names>V. W.</given-names>
</name>
<name>
<surname>Gilson</surname>
<given-names>L.</given-names>
</name>
<etal/>
</person-group> (<year>2018</year>). <article-title>How the Formation of Interfacial Charge Causes Hysteresis in Perovskite Solar Cells</article-title>. <source>Energy Environ. Sci.</source> <volume>11</volume> (<issue>9</issue>), <fpage>2404</fpage>&#x2013;<lpage>2413</lpage>. <pub-id pub-id-type="doi">10.1039/c8ee01447g</pub-id> </citation>
</ref>
<ref id="B67">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Wojciechowski</surname>
<given-names>K.</given-names>
</name>
<name>
<surname>Stranks</surname>
<given-names>S. D.</given-names>
</name>
<name>
<surname>Abate</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Sadoughi</surname>
<given-names>G.</given-names>
</name>
<name>
<surname>Sadhanala</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Kopidakis</surname>
<given-names>N.</given-names>
</name>
<etal/>
</person-group> (<year>2014</year>). <article-title>Heterojunction Modification for Highly Efficient Organic-Inorganic Perovskite Solar Cells</article-title>. <source>ACS Nano</source> <volume>8</volume> (<issue>12</issue>), <fpage>12701</fpage>&#x2013;<lpage>12709</lpage>. <pub-id pub-id-type="doi">10.1021/nn505723h</pub-id> </citation>
</ref>
<ref id="B68">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Wright</surname>
<given-names>A. D.</given-names>
</name>
<name>
<surname>Milot</surname>
<given-names>R. L.</given-names>
</name>
<name>
<surname>Eperon</surname>
<given-names>G. E.</given-names>
</name>
<name>
<surname>Snaith</surname>
<given-names>H. J.</given-names>
</name>
<name>
<surname>Johnston</surname>
<given-names>M. B.</given-names>
</name>
<name>
<surname>Herz</surname>
<given-names>L. M.</given-names>
</name>
</person-group> (<year>2017</year>). <article-title>Band-Tail Recombination in Hybrid Lead Iodide Perovskite</article-title>. <source>Adv. Funct. Mat.</source> <volume>27</volume> (<issue>29</issue>), <fpage>1700860</fpage>. <pub-id pub-id-type="doi">10.1002/adfm.201700860</pub-id> </citation>
</ref>
<ref id="B69">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Wu</surname>
<given-names>Y.</given-names>
</name>
<name>
<surname>Shen</surname>
<given-names>H.</given-names>
</name>
<name>
<surname>Walter</surname>
<given-names>D.</given-names>
</name>
<name>
<surname>Jacobs</surname>
<given-names>D.</given-names>
</name>
<name>
<surname>Duong</surname>
<given-names>T.</given-names>
</name>
<name>
<surname>Peng</surname>
<given-names>J.</given-names>
</name>
<etal/>
</person-group> (<year>2016</year>). <article-title>On the Origin of Hysteresis in Perovskite Solar Cells</article-title>. <source>Adv. Funct. Mat.</source> <volume>26</volume> (<issue>37</issue>), <fpage>6807</fpage>&#x2013;<lpage>6813</lpage>. <pub-id pub-id-type="doi">10.1002/adfm.201602231</pub-id> </citation>
</ref>
<ref id="B70">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Xiao</surname>
<given-names>K.</given-names>
</name>
</person-group> (<year>2020a</year>). <article-title>All-perovskite Tandem Solar Cells with 24.2% Certified Efficiency and Area over 1 Cm2 Using Surface-Anchoring Zwitterionic Antioxidant</article-title>. <source>Nat. Energy</source> <volume>5</volume> (<issue>11</issue>), <fpage>870</fpage>&#x2013;<lpage>880</lpage>. </citation>
</ref>
<ref id="B71">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Xiao</surname>
<given-names>K.</given-names>
</name>
</person-group> (<year>2020b</year>). <article-title>Solution-Processed Monolithic All-Perovskite Triple-Junction Solar Cells with Efficiency Exceeding 20</article-title>. <source>ACS Energy Lett.</source> <volume>5</volume> (<issue>9</issue>), <fpage>2819</fpage>&#x2013;<lpage>2826</lpage>. </citation>
</ref>
<ref id="B72">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Xue</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Hu</surname>
<given-names>X.</given-names>
</name>
<name>
<surname>Guo</surname>
<given-names>Y.</given-names>
</name>
<name>
<surname>Weng</surname>
<given-names>G.</given-names>
</name>
<name>
<surname>Jiang</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Chen</surname>
<given-names>S.</given-names>
</name>
<etal/>
</person-group> (<year>2020</year>). <article-title>Diagnosis of Electrically Active Defects in CH3NH3PbI3 Perovskite Solar Cells via Admittance Spectroscopy Measurements</article-title>. <source>Appl. Opt.</source> <volume>59</volume> (<issue>2</issue>), <fpage>552</fpage>&#x2013;<lpage>557</lpage>. <pub-id pub-id-type="doi">10.1364/ao.59.000552</pub-id> </citation>
</ref>
<ref id="B73">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Yan</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Savenije</surname>
<given-names>T. J.</given-names>
</name>
<name>
<surname>Mazzarella</surname>
<given-names>L.</given-names>
</name>
<name>
<surname>Isabella</surname>
<given-names>O.</given-names>
</name>
</person-group> (<year>2022</year>). <article-title>Progress and Challenges on Scaling up of Perovskite Solar Cell Technology</article-title>. <source>Sustain. Energy Fuels</source> <volume>6</volume> (<issue>2</issue>), <fpage>243</fpage>&#x2013;<lpage>266</lpage>. <pub-id pub-id-type="doi">10.1039/d1se01045j</pub-id> </citation>
</ref>
<ref id="B74">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Yin</surname>
<given-names>W.-J.</given-names>
</name>
<name>
<surname>Shi</surname>
<given-names>T.</given-names>
</name>
<name>
<surname>Yan</surname>
<given-names>Y.</given-names>
</name>
</person-group> (<year>2014a</year>). <article-title>Unusual Defect Physics in CH<sub>3</sub>NH<sub>3</sub>PbI<sub>3</sub> Perovskite Solar Cell Absorber</article-title>. <source>Appl. Phys. Lett.</source> <volume>104</volume> (<issue>6</issue>), <fpage>63903</fpage>. <pub-id pub-id-type="doi">10.1063/1.4864778</pub-id> </citation>
</ref>
<ref id="B75">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Yin</surname>
<given-names>W.-J.</given-names>
</name>
<name>
<surname>Shi</surname>
<given-names>T.</given-names>
</name>
<name>
<surname>Yan</surname>
<given-names>Y.</given-names>
</name>
</person-group> (<year>2014b</year>). <article-title>Unique Properties of Halide Perovskites as Possible Origins of the Superior Solar Cell Performance</article-title>. <source>Adv. Mat.</source> <volume>26</volume> (<issue>27</issue>), <fpage>4653</fpage>&#x2013;<lpage>4658</lpage>. <pub-id pub-id-type="doi">10.1002/adma.201306281</pub-id> </citation>
</ref>
<ref id="B76">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Yu</surname>
<given-names>Z.</given-names>
</name>
<name>
<surname>Leilaeioun</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Fisher</surname>
<given-names>K.</given-names>
</name>
<name>
<surname>Boccard</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Holman</surname>
<given-names>Z.</given-names>
</name>
</person-group> (<year>2016</year>). <article-title>Tandem Solar Cells with Infrared-Tuned Silicon Bottom Cells</article-title>. <source>Nat. Energy</source> <volume>1</volume> (<issue>11</issue>), <fpage>1</fpage>&#x2013;<lpage>4</lpage>. <pub-id pub-id-type="doi">10.1364/pv.2016.pw2b.1</pub-id> </citation>
</ref>
</ref-list>
</back>
</article>