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<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Chem.</journal-id>
<journal-title>Frontiers in Chemistry</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Chem.</abbrev-journal-title>
<issn pub-type="epub">2296-2646</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="publisher-id">743391</article-id>
<article-id pub-id-type="doi">10.3389/fchem.2021.743391</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Chemistry</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Exciton Modulation in Perylene-Based Molecular Crystals Upon Formation of a Metal-Organic Interface From Many-Body Perturbation Theory</article-title>
<alt-title alt-title-type="left-running-head">Shunak et&#x20;al.</alt-title>
<alt-title alt-title-type="right-running-head">Excitons at Metal-Organic Interfaces</alt-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Shunak</surname>
<given-names>Liran</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1416324/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Adeniran</surname>
<given-names>Olugbenga</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Voscoboynik</surname>
<given-names>Guy</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1452246/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Liu</surname>
<given-names>Zhen-Fei</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1452489/overview"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Refaely-Abramson</surname>
<given-names>Sivan</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="corresp" rid="c001">&#x2a;</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1329882/overview"/>
</contrib>
</contrib-group>
<aff id="aff1">
<label>
<sup>1</sup>
</label>Department of Molecular Chemistry and Materials Science, Weizmann Institute of Science, <addr-line>Rehovot</addr-line>, <country>Israel</country>
</aff>
<aff id="aff2">
<label>
<sup>2</sup>
</label>Department of Chemistry, Wayne State University, <addr-line>Detroit</addr-line>, <addr-line>MI</addr-line>, <country>United&#x20;States</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/1158269/overview">Linn Leppert</ext-link>, University of Twente, Netherlands</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/60392/overview">Michele Ceotto</ext-link>, University of Milan, Italy</p>
<p>
<ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/100619/overview">Terry. J Frankcombe</ext-link>, University of New South Wales, Australia</p>
</fn>
<corresp id="c001">&#x2a;Correspondence: Sivan Refaely-Abramson, <email>sivan.refaely-abramson@weizmann.ac.il</email>
</corresp>
<fn fn-type="other">
<p>This article was submitted to Theoretical and Computational Chemistry, a section of the journal Frontiers in Chemistry</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>20</day>
<month>09</month>
<year>2021</year>
</pub-date>
<pub-date pub-type="collection">
<year>2021</year>
</pub-date>
<volume>9</volume>
<elocation-id>743391</elocation-id>
<history>
<date date-type="received">
<day>18</day>
<month>07</month>
<year>2021</year>
</date>
<date date-type="accepted">
<day>07</day>
<month>09</month>
<year>2021</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2021 Shunak, Adeniran, Voscoboynik, Liu and Refaely-Abramson.</copyright-statement>
<copyright-year>2021</copyright-year>
<copyright-holder>Shunak, Adeniran, Voscoboynik, Liu and Refaely-Abramson</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&#x20;terms.</p>
</license>
</permissions>
<abstract>
<p>Excited-state processes at organic-inorganic interfaces consisting of molecular crystals are essential in energy conversion applications. While advances in experimental methods allow direct observation and detection of exciton transfer across such junctions, a detailed understanding of the underlying excitonic properties due to crystal packing and interface structure is still largely lacking. In this work, we use many-body perturbation theory to study structure-property relations of excitons in molecular crystals upon adsorption on a gold surface. We explore the case of the experimentally-studied octyl perylene diimide (C8-PDI) as a prototypical system, and use the GW and Bethe-Salpeter equation (BSE) approach to quantify the change in quasiparticle and exciton properties due to intermolecular and substrate screening. Our findings provide a close inspection of both local and environmental structural effects dominating the excitation energies and the exciton binding and nature, as well as their modulation upon the metal-organic interface composition.</p>
</abstract>
<kwd-group>
<kwd>GW-BSE</kwd>
<kwd>Bethe&#x2013;Salpeter equation</kwd>
<kwd>many-body perturbation theory (MBPT)</kwd>
<kwd>exciton properties</kwd>
<kwd>metal-organic interface</kwd>
<kwd>molecular crystals</kwd>
<kwd>perylene diimide (PDI)</kwd>
</kwd-group>
</article-meta>
</front>
<body>
<p>Organic-inorganic interfaces play a key role in energy conversion and transfer processes (<xref ref-type="bibr" rid="B65">Wasielewski, 1992</xref>; <xref ref-type="bibr" rid="B24">Gr&#xe4;tzel, 2001</xref>). Photoexcitations in the organic component typically generate bound electron and hole pairs, i.e.,&#x20;excitons, which serve as the main energy carriers and can effectively transfer energy across the interface (<xref ref-type="bibr" rid="B16">Ginley and Cahen, 2011</xref>). In particular, organic molecular crystals, composed of aromatic organic molecules bound together by van der Waals interactions (<xref ref-type="bibr" rid="B28">Klauk, 2006</xref>; <xref ref-type="bibr" rid="B32">Kronik and Neaton, 2016</xref>), are widely studied due to their easily adjustable characteristics and tunable excitonic properties (<xref ref-type="bibr" rid="B56">Sato et&#x20;al., 1981</xref>; <xref ref-type="bibr" rid="B61">Smith and Michl, 2013</xref>; <xref ref-type="bibr" rid="B38">Luo et&#x20;al., 2020</xref>), with relatively long diffusion lengths (<xref ref-type="bibr" rid="B64">Wan et&#x20;al., 2015</xref>; <xref ref-type="bibr" rid="B42">Penwell et&#x20;al., 2017</xref>; <xref ref-type="bibr" rid="B58">Schnedermann et&#x20;al., 2019</xref>; <xref ref-type="bibr" rid="B14">Delor et&#x20;al., 2020</xref>) stemming from their crystal structure, for example through singlet fission processes and the formation of long-lived triplet states (<xref ref-type="bibr" rid="B67">Wilson et&#x20;al., 2013</xref>; <xref ref-type="bibr" rid="B48">Rao and Friend, 2017</xref>; <xref ref-type="bibr" rid="B23">Gish et&#x20;al., 2019</xref>). The coupling between excitonic properties in molecular crystals and their underlying crystal packing and symmetry offers desirable tunability of their exciton relaxation processes and can lead to extended energy-transfer efficiency through material and interface design (<xref ref-type="bibr" rid="B49">Refaely-Abramson et&#x20;al., 2017</xref>; <xref ref-type="bibr" rid="B63">Troisi and Orlandi, 2005</xref>; <xref ref-type="bibr" rid="B6">Cocchi et&#x20;al., 2018</xref>; <xref ref-type="bibr" rid="B2">Arias et&#x20;al., 2016</xref>; <xref ref-type="bibr" rid="B8">Cudazzo et&#x20;al., 2012</xref>; <xref ref-type="bibr" rid="B46">Rangel et&#x20;al., 2016</xref>). Of particular interest are the family of perylene diimide (PDI) molecular crystals, composed of a perylene body and an imide group and assembled by <italic>&#x3c0;</italic>-<italic>&#x3c0;</italic> interaction (<xref ref-type="bibr" rid="B68">W&#xfc;rthner et&#x20;al., 2016</xref>; <xref ref-type="bibr" rid="B57">Schierl et al., 2018</xref>; <xref ref-type="bibr" rid="B31">Krieg et&#x20;al., 2019</xref>; <xref ref-type="bibr" rid="B55">Santosh et&#x20;al., 2010</xref>). Crystal packing and symmetry in PDI crystals vary strongly depending on their residues, allowing structural control of the exciton nature and diffusion length (<xref ref-type="bibr" rid="B68">W&#xfc;rthner et&#x20;al., 2016</xref>; <xref ref-type="bibr" rid="B57">Schierl et al., 2018</xref>; <xref ref-type="bibr" rid="B17">Eaton et&#x20;al., 2013</xref>; <xref ref-type="bibr" rid="B71">Zhang et&#x20;al., 2018</xref>; <xref ref-type="bibr" rid="B44">Piland and Bardeen, 2015</xref>; <xref ref-type="bibr" rid="B26">Hestand and Spano, 2018</xref>; <xref ref-type="bibr" rid="B41">Oleson et&#x20;al., 2019</xref>; <xref ref-type="bibr" rid="B4">Carter and Grossman, 2020</xref>; <xref ref-type="bibr" rid="B66">Wei et&#x20;al., 2020</xref>), for example via a change in the imide substitution (<xref ref-type="bibr" rid="B34">Le et&#x20;al., 2018</xref>; <xref ref-type="bibr" rid="B20">Felter et&#x20;al., 2019</xref>). A commonly studied PDI crystal in&#x20;organic optoelectronics is octyl-PDI (C8-PDI) (<xref ref-type="bibr" rid="B20">Felter et&#x20;al., 2019</xref>; <xref ref-type="bibr" rid="B40">O&#x2019;Brien et&#x20;al., 2011</xref>; <xref ref-type="bibr" rid="B30">Krauss et&#x20;al., 2009</xref>), shown in <xref ref-type="fig" rid="F1">Figure&#x20;1A</xref>. The intermolecular interaction nature in this crystal gives rise to&#x20;strongly bound excitons on one hand, and significant exciton dispersion on the other, making it a natural candidate for efficient&#x20;exciton transfer upon formation of an organic-inorganic interface (<xref ref-type="bibr" rid="B34">Le et&#x20;al., 2018</xref>; <xref ref-type="bibr" rid="B7">Cotton et&#x20;al., 2020</xref>). In particular, C8-PDI single crystals and monolayers serve as a gate dielectric interface in working metal-organic devices, and the subtle details of interface design and structural inhomogeneity on charge and energy transfer efficiency within such junctions have&#x20;been widely explored (<xref ref-type="bibr" rid="B70">Youn et&#x20;al., 2012</xref>; <xref ref-type="bibr" rid="B35">Liscio et&#x20;al., 2013</xref>; <xref ref-type="bibr" rid="B5">Ciccullo et&#x20;al., 2015</xref>).</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption>
<p>
<bold>(A)</bold> The examined C8-PDI@Au metal-organic interface composed of an organic monolayer, commensurate with a four-layer Au (111) surface. The charge distribution computed for the lowest bound singlet exciton is also shown. <bold>(B)</bold> The different structural modifications of the interface compositions as examined in this work: C8-PDI intermolecular packing, layering, and adsorption on Au surface. The four main structures discussed in the text are termed as &#x201c;bulk&#x201d;, for the experimental triclinic crystal structure (<xref ref-type="bibr" rid="B3">Briseno et&#x20;al., 2007</xref>); &#x201c;com. bulk&#x201d;, for an artificial construction of a commensurate phase; &#x201c;com. layer&#x201d;, for a monolayer structure of the commensurate phase; and &#x201c;interface&#x201d;, for an interface formed between the commensurate monolayer and four layers of Au (111).</p>
</caption>
<graphic xlink:href="fchem-09-743391-g001.tif"/>
</fig>
<p>These control capabilities at the atomistic level call for a computational examination of the change in excitonic properties stemming from the underlying structure, and in particular upon experimentally-accessible structural modifications. Such excitonic properties can be reliably computed using many-body perturbation theory (MBPT) within the GW and Bethe-Salpeter equation framework (GW-BSE) (<xref ref-type="bibr" rid="B27">Hybertsen and Louie, 1986</xref>; <xref ref-type="bibr" rid="B53">Rohlfing and Louie, 2000</xref>; <xref ref-type="bibr" rid="B15">Deslippe et&#x20;al., 2012</xref>), a Green&#x2019;s function based <italic>ab initio</italic> approach. GW-BSE computations have the predictive power required to relate the change in crystal packing to electronic and excitonic interaction nature. As such, this method has been applied in recent years to study quasiparticle and excitonic properties in bulk organic molecular crystals (<xref ref-type="bibr" rid="B8">Cudazzo et&#x20;al., 2012</xref>; <xref ref-type="bibr" rid="B59">Sharifzadeh et&#x20;al., 2012</xref>; <xref ref-type="bibr" rid="B9">Cudazzo et&#x20;al., 2013</xref>; <xref ref-type="bibr" rid="B60">Sharifzadeh et&#x20;al., 2013</xref>; <xref ref-type="bibr" rid="B50">Refaely-Abramson et&#x20;al., 2015</xref>; <xref ref-type="bibr" rid="B10">Cudazzo et&#x20;al., 2015</xref>; <xref ref-type="bibr" rid="B32">Kronik and Neaton, 2016</xref>; <xref ref-type="bibr" rid="B46">Rangel et&#x20;al., 2016</xref>; <xref ref-type="bibr" rid="B49">Refaely-Abramson et&#x20;al., 2017</xref>; <xref ref-type="bibr" rid="B6">Cocchi et&#x20;al., 2018</xref>; <xref ref-type="bibr" rid="B47">Rangel et&#x20;al., 2018</xref>). However, its explicit application on a metal-organic PDI interface is far from trivial, as it is highly computationally demanding. Nevertheless, such investigation can supply a comprehensive <italic>ab initio</italic> understanding of the relation between the structural changes at the various steps of interface construction - from the freestanding phase to an adsorbate on a metal surface - and the changes in quasiparticle and excitation properties dominating the energy transfer mechanisms.</p>
<p>In this study, we explore the change in excitonic properties in the C8-PDI organic molecular crystal upon structural modifications associated with metal-organic interface formation. For this, we investigate a series of systems, from the bulk molecular crystal with modified unit cells, through a monolayer structure, and finally an organic-inorganic interface formed by the adsorption of the C8-PDI monolayer on Au (111) surface. We use GW-BSE to study the quasiparticle and optical excitation energies in each system, and analyze the involved electron-hole binding as a function of intermolecular packing and layering. We demonstrate a close relationship between exciton localization and molecular arrangement in the crystal, manifesting the importance of intermolecular interactions beyond the Frenkel excitonic picture. We further investigate the effect of interlayer screening on the fundamental and optical gaps, and the resulting exciton binding energy. We show that while the quasiparticle energies are strongly affected by intermolecular and interlayer interactions, the optical excitation energies are far less sensitive to these structural modifications, demonstrating that the long-range nature of the interaction dominates the former and the short-range nature of the interaction dominates the latter. As a result, the computed exciton binding energy strongly depends on the crystal modifications. Our study presents an <italic>ab initio</italic> structure-sensitive understanding of excitonic properties in the C8-PDI@Au organic-inorganic interface, as a prototypical example which sheds light on the excited-state phenomena associated with the exciton transfer processes across such interfaces.</p>
<p>The paper is organized as follows: We first present the GW-BSE computational approaches used. Then we discuss the bulk C8-PDI quasiparticle and excitonic properties, emphasizing the exciton dispersion and the singlet and triplet state localization, and explore the effect of intermolecular packing upon unit cell modification to a commensurate structure. Finally, we examine variations in the excitonic picture in a freestanding layer, as opposed to the bulk structure, and upon adsorption on an Au substrate. The main steps in the structural modification explored are demonstrated in <xref ref-type="fig" rid="F1">Figure&#x20;1B</xref>.</p>
<sec id="s1">
<title>1 Computational Methods</title>
<p>We perform structural relaxation and compute initial electronic wavefunctions and energies, using density functional theory (DFT) (<xref ref-type="bibr" rid="B29">Kohn and Sham, 1965</xref>) and the Perdew-Burke-Ernzerhof (PBE) (<xref ref-type="bibr" rid="B43">Perdew et&#x20;al., 1996</xref>) exchange-correlation functional, as implemented in the Quantum Espresso package (<xref ref-type="bibr" rid="B22">Giannozzi et&#x20;al., 2017</xref>) (see full computational details in the SI). The DFT Kohn-Sham eigenvalues and eigenfunctions are then taken as the first guess for the MBPT calculations. We use the GW approximation to compute the quasiparticle energies and bandstructure (<xref ref-type="bibr" rid="B27">Hybertsen and Louie, 1986</xref>; <xref ref-type="bibr" rid="B15">Deslippe et&#x20;al., 2012</xref>; <xref ref-type="bibr" rid="B25">Hedin, 1965</xref>), where we calculate self-energy corrections via &#x3a3; &#x3d; <italic>iGW</italic>, for <italic>G</italic> the single-particle Green&#x2019;s function and <italic>W</italic> the screened Coulomb interaction, <inline-formula id="inf1">
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<p>Optical excitations and excitonic properties are computed through the BSE formalism (<xref ref-type="bibr" rid="B54">Rohlfing and Louie, 1998</xref>; <xref ref-type="bibr" rid="B53">Rohlfing and Louie, 2000</xref>)<disp-formula id="e2">
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</disp-formula>for a hole state <inline-formula id="inf3">
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</inline-formula> is the excitation energy; and <italic>K</italic>
<sup>
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</sup> is the electron-hole interaction kernel. Exciton dispersion is obtained by solving the BSE at different exciton momenta <bold>Q</bold> following the methodology developed in Refs. (<xref ref-type="bibr" rid="B21">Gatti and Sottile, 2013</xref>; <xref ref-type="bibr" rid="B45">Qiu et&#x20;al., 2015</xref>). The GW-BSE exciton wavefunction can be represented as <inline-formula id="inf7">
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<p>We compute the dielectric screening at the C8-PDI@Au interface using two approaches. The first is a direct calculation using G<sub>0</sub>W<sub>0</sub> for the interface, which is highly computationally challenging and is made possible due to recent advances both in large-scale computing capabilities and associated code development (<xref ref-type="bibr" rid="B13">Del Ben et&#x20;al., 2019</xref>). As a comparison, we also compute the dielectric function of the interface using a recently developed substrate screening GW approach (<xref ref-type="bibr" rid="B36">Liu et&#x20;al., 2019</xref>). In this approach, the non-interacting polarizability of the interface is approximated by the summation of the separately calculated polarizabilies of the substrate (Au) and adsorbate (C8-PDI), i.e.,<disp-formula id="e3">
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</mml:mrow>
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</inline-formula> are the polarizabilities associated with the standalone molecular layer and metal substrates, respectively. This approximation holds for systems with weak hybridization between the adsorbate and the substrate (<xref ref-type="bibr" rid="B36">Liu et&#x20;al., 2019</xref>; <xref ref-type="bibr" rid="B69">Xuan et&#x20;al., 2019</xref>; <xref ref-type="bibr" rid="B1">Adeniran et&#x20;al., 2020</xref>). The goal is to assess the validity of <xref ref-type="disp-formula" rid="e3">Eq. 3</xref> against a direct GW calculation of the interface, to determine the nature of the surface effect on quasiparticle and exciton properties of the C8-PDI.</p>
<p>As shown in <xref ref-type="fig" rid="F1">Figure&#x20;1B</xref>, we mainly study four different structures: (i) &#x201c;bulk&#x201d;, a bulk crystal in its experimentally resolved triclinic unit cell and relaxed atomic coordinates; (ii) &#x201c;com. bulk&#x201d;, a modified bulk structure in an orthorhombic lattice, so that it is commensurate with the lattice of the Au substrate; (iii) &#x201c;com. layer&#x201d;, a layered orthorhombic structure with large vacuum, taken as one molecular layer along the <italic>c</italic> axis from (ii); and (iv) &#x201c;interface&#x201d;, the C8-PDI monolayer from (iii) adsorbed on four layers of Au (111) surface, with each layer consisting of 2 &#xd7; 3 Au atoms and an adsorption height of 3.18&#xa0;&#xc5;. Such thickness of the simulated Au surface was previously found to sufficiently capture wavefunction hybridization and dielectric screening effects (<xref ref-type="bibr" rid="B37">Liu et&#x20;al., 2017</xref>; <xref ref-type="bibr" rid="B51">Refaely-Abramson et&#x20;al., 2019</xref>). We apply periodic boundary conditions to all structures, and fully relax the internal coordinates for each one of the structures. For (i) and (ii), the calculations were carried out using the converged parameters of a (8&#x20;&#xd7; 4 &#xd7; 4) k-point grid and 600 bands in the summation to compute the dielectric matrix, as well as a kinetic energy cutoff of 80&#xa0;Ry and a dielectric cutoff of 10&#xa0;Ry. The calculation of the absorption spectrum was carried out via an interpolation to a finer (12&#x20;&#xd7; 6&#x20;&#xd7; 6) k-point grid. For (iii) and (iv), the calculations used a k-point grid of (8&#x20;&#xd7; 4&#x20;&#xd7; 1) and 1,000 bands in the summation to compute the dielectric matrix, as well as the same cutoffs as (i) and (ii). (i)-(iii) used a semiconductor screening treatment of the <bold>q</bold> &#x2192; 0 limit and (iv) used a metallic screening, as implemented in the BerkeleyGW package (<xref ref-type="bibr" rid="B15">Deslippe et&#x20;al., 2012</xref>). Furthermore, (iii) and (iv) used a slab truncation for the Coulomb interaction.</p>
</sec>
<sec id="s2">
<title>2 Crystal Packing Effect on Exciton Nature</title>
<p>We begin with investigating the electronic and excitonic properties of the bulk C8-PDI system, using the experimentally-resolved crystal structure (<xref ref-type="bibr" rid="B3">Briseno et&#x20;al., 2007</xref>), shown in <xref ref-type="fig" rid="F2">Figure&#x20;2A</xref> (see full structural details in the SI). <xref ref-type="fig" rid="F2">Figure&#x20;2B</xref> shows the computed GW quasiparticle bandstructure for this system (solid, red line). The three frontier electronic bands shown, valence (v<sub>1</sub>), conduction (c<sub>1</sub>), and second conduction (c<sub>2</sub>), dominate the low-lying excitonic spectra we discuss in this work. The computed GW quasiparticle gap is 2.6&#xa0;eV, with an expected large self-energy correction on top of the DFT (PBE) gap of 1.1&#xa0;eV. The quasiparticle bands are well isolated, as typical in molecular crystals due to the molecular-like nature of the material (<xref ref-type="bibr" rid="B52">Refaely-Abramson et&#x20;al., 2013</xref>; <xref ref-type="bibr" rid="B32">Kronik and Neaton, 2016</xref>); still, we note a significant band dispersion of &#x223c;0.7&#xa0;eV for the valence band between k-points <italic>X</italic> and &#x393; and 0.3&#xa0;eV for the conduction bands between <italic>C</italic> and <italic>X</italic>, reflecting non-negligible intermolecular electronic coupling.</p>
<fig id="F2" position="float">
<label>FIGURE 2</label>
<caption>
<p>Structural and excitation properties of the bulk C8-PDI molecular crystal: <bold>(A)</bold> The unit cell showing the crystallographic parameters, which are modified among the various bulk structures examined. &#x394; denotes the intermolecular distance. <bold>(B)</bold> Computed GW quasiparticle bandstrcuture for the bulk (solid red) and the commensurate bulk (dashed black) structures. <bold>(C)</bold> Computed GW-BSE absorption spectra with the polarization of the light aligned along different cell directions. The low-lying triplet state is also shown (black line). Solid lines are for the bulk structure, and dashed black line is for the commensurate bulk structure. <bold>(D)</bold> Exciton bandstructure of the four lowest singlet states (solid red) and the two lowest triplet states (dashed black) of the bulk structure. <bold>(E)</bold> Exciton coefficients as a function of electron momentum in the (<italic>K</italic>
<sub>
<italic>x</italic>
</sub>, <italic>K</italic>
<sub>
<italic>y</italic>
</sub>) crystal plane for the lowest singlet and triplet states, of both the bulk and the commensurate bulk structures.</p>
</caption>
<graphic xlink:href="fchem-09-743391-g002.tif"/>
</fig>
<p>To explore the effect of intermolecular orientation, we computed different bulk structures through variation of relative intermolecular distance and the crystallographic parameters of the unit cell (see SI for full details). Our motivation to vary these parameters is twofold: first, to explore the effect of molecular packing on the quasiparticles and excitons; second, to look into the effect of changes in unit cell vectors, which are needed to achieve proper commensurateness between the unit cell of the C8-PDI crystal and that of the Au surface. In order to maintain minimal strain within the Au surface, we only vary the PDI cell parameters. For the case of a single C8-PDI molecule per cell, this results in a modified cell (&#x201c;com. bulk&#x201d; in <xref ref-type="fig" rid="F1">Figure&#x20;1B</xref>), in which the intermolecular distance grows compared to the original structure. Here we explore the limiting case of an orthorhombic molecular crystal unit cell, although a monoclinic cell leads to very similar results (see SI). By allowing more molecules per cell, commensurate layers can be achieved with smaller atomic modifications, however, performing GW-BSE calculations on these large supercells in an accurate manner is highly computationally challenging. The associated structures and the computed GW bandstructures for each of these cells in its bulk form are given in <xref ref-type="sec" rid="s10">Supplementary Table S1</xref>; <xref ref-type="sec" rid="s10">Supplementary Figure&#x20;S1</xref>.</p>
<p>Since the electronic and excitonic states stem from the molecular building blocks, the effect of such unit-cell modification is not trivial and depends on the level of the electronic and excitonic wavefunction localization. Upon structural reorganization from the &#x201c;bulk&#x201d; structure to the &#x201c;com. bulk&#x201d; cell that is commensurate with the Au surface, the intermolecular distance increases from 3.4&#xa0;&#xc5; to 3.6&#xa0;&#xc5;, and the cell angle <italic>&#x3b3;</italic> (<xref ref-type="fig" rid="F2">Figure&#x20;2A</xref>) changes from 82<sup>&#x25e6;</sup> to 90<sup>&#x25e6;</sup>. As a result, the computed GW quasiparticle gap increases by 0.4&#xa0;eV and the band dispersion decreases by 0.35&#xa0;eV, as shown in <xref ref-type="fig" rid="F2">Figure&#x20;2B</xref>. Two other bulk structures with intermediate variations reveal a gradual modification between these values (see&#x20;SI).</p>
<p>The strong structural dependence of the quasiparticle band dispersion reveals a somewhat surprisingly large effect of the molecular packing and orientation on the quasiparticle and exciton picture. It stems from intermolecular interactions and screening, which vary significantly with intermolecular distances and relative orientation. <xref ref-type="fig" rid="F2">Figure&#x20;2C</xref> shows the computed BSE absorption spectra of the &#x201c;bulk&#x201d; structure, with a low-energy singlet peak at 2.05&#xa0;eV, in good agreement with the experimental value of &#x223c;2.2&#xa0;eV (<xref ref-type="bibr" rid="B34">Le et&#x20;al., 2018</xref>; <xref ref-type="bibr" rid="B20">Felter et&#x20;al., 2019</xref>). The absorption spectra along the three main polarization directions are shown in different colors, with the main optically-active dipole transitions along the <inline-formula id="inf10">
<mml:math id="m13">
<mml:mrow>
<mml:mover accent="true">
<mml:mrow>
<mml:mi>a</mml:mi>
</mml:mrow>
<mml:mo stretchy="false">&#x302;</mml:mo>
</mml:mover>
</mml:mrow>
</mml:math>
</inline-formula> axis, namely through the <italic>&#x3c0;</italic> &#x2212; <italic>&#x3c0;</italic> stacking direction, and the least active direction along the <italic>c</italic> axis. The low-lying triplet exciton is found at 1.4&#xa0;eV, shown with a black line. As a comparison, the absorption computed for the commensurate bulk structure is shown as well (dashed black line). As shown in <xref ref-type="table" rid="T1">Table&#x20;1</xref>, comparing the &#x201c;com. bulk&#x201d; structure with the &#x201c;bulk&#x201d; structure, the lowest singlet excitation energy increases by 0.19&#xa0;eV; however, the lowest triplet excitation energy increases by only 0.06&#xa0;eV.</p>
<table-wrap id="T1" position="float">
<label>TABLE 1</label>
<caption>
<p>Quasiparticle and optical excitation energies from GW-BSE for the various structures examined. All energies are in eV.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="left">System</th>
<th align="center">Crystal</th>
<th align="center">Com. bulk</th>
<th align="center">Com. layer</th>
<th align="center">Interface</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">Quasiparticle gap</td>
<td align="char" char=".">2.57</td>
<td align="char" char=".">2.97</td>
<td align="char" char=".">3.40</td>
<td align="char" char=".">2.94</td>
</tr>
<tr>
<td align="left">Lowest singlet excitation</td>
<td align="char" char=".">2.05</td>
<td align="char" char=".">2.24</td>
<td align="char" char=".">2.13</td>
<td align="char" char=".">2.24</td>
</tr>
<tr>
<td align="left">Lowest triplet excitation</td>
<td align="char" char=".">1.37</td>
<td align="char" char=".">1.43</td>
<td align="char" char=".">1.33</td>
<td align="char" char=".">1.52</td>
</tr>
<tr>
<td align="left">Singlet binding energy</td>
<td align="char" char=".">0.52</td>
<td align="char" char=".">0.73</td>
<td align="char" char=".">1.27</td>
<td align="char" char=".">0.70</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>We further examine the effect of intermolecular coupling on the exciton nature by investigating the exciton dispersion, where the center-of-mass momentum <bold>Q</bold> represents the momentum difference between the hole and the excited electron, which is taken into account in the BSE, <xref ref-type="disp-formula" rid="e2">Eq. 2</xref>; (<xref ref-type="bibr" rid="B45">Qiu et&#x20;al., 2015</xref>). <xref ref-type="fig" rid="F2">Figure&#x20;2D</xref> shows the computed exciton bandstructure along the optically-active <inline-formula id="inf11">
<mml:math id="m14">
<mml:mrow>
<mml:mover accent="true">
<mml:mrow>
<mml:mi>a</mml:mi>
</mml:mrow>
<mml:mo stretchy="false">&#x302;</mml:mo>
</mml:mover>
</mml:mrow>
</mml:math>
</inline-formula> direction (other crystal directions are shown in the SI). The exciton band shape varies along the reciprocal space due to indirect transitions occurring between the &#x393; and <italic>X</italic> points. At small exciton momentum <bold>Q</bold>, the lowest singlet exciton, <italic>S</italic>
<sub>1</sub>, shows a parabolic behavior, with effective mass of 0.35<italic>m</italic>
<sub>
<italic>e</italic>
</sub> (for <italic>m</italic>
<sub>
<italic>e</italic>
</sub> the electron mass). Higher singlet excitons are also shown, revealing varying levels of localization. As expected, the low-lying triplet state has a larger effective mass of 2.7<italic>m</italic>
<sub>
<italic>e</italic>
</sub>, supporting its higher degree of real-space localization, as typical in organic molecular crystals (<xref ref-type="bibr" rid="B46">Rangel et&#x20;al., 2016</xref>; <xref ref-type="bibr" rid="B49">Refaely-Abramson et&#x20;al., 2017</xref>).</p>
<p>
<xref ref-type="fig" rid="F2">Figure&#x20;2E</xref> shows the exciton coefficients (<inline-formula id="inf12">
<mml:math id="m15">
<mml:msubsup>
<mml:mrow>
<mml:mi>A</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>v</mml:mi>
<mml:mi>c</mml:mi>
<mml:mi mathvariant="bold">k</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>S</mml:mi>
</mml:mrow>
</mml:msubsup>
</mml:math>
</inline-formula> in <xref ref-type="disp-formula" rid="e2">Eq. 2</xref>) for the <bold>Q</bold> &#x3d; 0 transition as a function of quasiparticle momentum in the (K<sub>
<italic>x</italic>
</sub>&#x2009;,&#x2009;K<sub>
<italic>y</italic>
</sub>) crystal plane. The lowest singlet state shows high localization in momentum space at the C point ([0.5,0.5,0] in reciprocal space), suggesting spatial delocalization. On the contrary, for the lowest triplet state, the exciton coefficients are nearly uniform within the Brillouin zone, pointing to spatial localization. In the commensurate bulk structure, the same singlet excitons are more spread in reciprocal space, reflecting increased real-space localization. The triplet state is localized in both structures and experiences a smaller change due to the structural modification, compared to the singlet state. The sizable differences between singlet and triplet localization is coupled to the short-range exchange in C8-PDI, dominating intermolecular electron-hole coupling (<xref ref-type="bibr" rid="B53">Rohlfing and Louie, 2000</xref>; <xref ref-type="bibr" rid="B46">Rangel et&#x20;al., 2016</xref>). Upon changes in intermolecular packing, induced exciton localization leads to enhanced exchange interactions. Our results thus reveal strong state- and structure-dependence of the exciton nature in bulk C8-PDI, as an outcome of the intermolecular interactions dominating the electron-hole coupling.</p>
</sec>
<sec id="s3">
<title>3 Dimensionality and Interface Effects on Exciton Binding</title>
<p>Next, we study the effect of crystal layering and surface adsorption on the excitation energies. As shown in <xref ref-type="table" rid="T1">Table&#x20;1</xref>, for the commensurate structure, the quasiparticle gap of a freestanding C8-PDI layer increases by &#x223c;0.4&#xa0;eV, while both the singlet and triplet exciton energies decrease by &#x223c;0.1&#xa0;eV, compared to the commensurate bulk structure. This results in a significant increase of the exciton binding energy, an expected result due to the strong dimensionality effect on the dielectric screening, as we further elaborate in the discussion section below. From a computational point of view, constructing a monolayer is motivated by its subsequent adsorption on Au substrate within a computationally tractable periodic cell. In the following we directly compare the charged and neutral excitations of the freestanding layer with the adsorbed one, to gain direct insight into the Au screening effect on exciton binding.</p>
<p>To capture the dielectric screening at the C8-PDI@Au interface, we compare two approaches: an explicit GW calculation of the entire interface, with the simulation cell presented in <xref ref-type="fig" rid="F1">Figure&#x20;1</xref>; and a substrate screening GW approach (<xref ref-type="bibr" rid="B36">Liu et&#x20;al., 2019</xref>), in which the polarizabilities of the two parts of the interface are computed separately and then combined in the interface cell, as we discuss in the methods section. Our motivation is to verify the validity of the substrate screening approximation for the C8-PDI@Au interface. If this is true, we can conclude that the effect of the Au substrate merely provides a dielectric media that renormalizes the quasiparticle and excitation energies within the C8-PDI molecular layer, rather than altering the nature of the quasiparticle orbitals and excitons of the C8-PDI via orbital hybridization.</p>
<p>
<xref ref-type="fig" rid="F3">Figure&#x20;3A</xref> shows the computed GW quasiparticle projected density of states (pDOS) of the full interface at high symmetry k-points onto C8-PDI (purple) and Au (orange) atomic orbitals. Dashed black lines represent the pDOS associated with the freestanding C8-PDI layer, which we align with the pDOS onto C8-PDI at the resonance corresponding to the highest occupied molecular orbital (at about &#x2212;0.8&#xa0;eV in <xref ref-type="fig" rid="F3">Figure&#x20;3A</xref>). The quasiparticle gap associated with the molecular levels is reduced by 0.46&#xa0;eV compared to the monolayer, due to the Au surface. The associated valence and conduction electronic charge distributions for the PDI-localized interface wavefunctions are well separated from the Au states, demonstrating the negligible interface hybridization in this system. The change in quasiparticle energies is a direct outcome of interface screening. <xref ref-type="fig" rid="F3">Figure&#x20;3B</xref> compares the computed dielectric function <italic>&#x25b;</italic>
<sub>
<bold>00</bold>
</sub> (<xref ref-type="disp-formula" rid="e1">Eq. 1</xref>) of the commensurate bulk, layered, and interface systems for the head elements, namely <bold>G</bold> &#x3d; <bold>G</bold>&#x2032; &#x3d; 0. At large interaction distance <bold>q</bold>, corresponding to short-range interactions in real space, the dielectric function reaches the expected limit of <italic>&#x25b;</italic> &#x3d; 1. At small <bold>q</bold>, however, the dielectric function increases significantly due to the Au screening, while remaining close to unity for the freestanding layer due to its reduced dimensionality.</p>
<fig id="F3" position="float">
<label>FIGURE 3</label>
<caption>
<p>Quasiparticle and dielectric properties of the C8-PDI@Au interface: <bold>(A)</bold> GW pDOS on C8-PDI (purple) and Au (orange) atomic orbitals, compared to the freestanding molecular layer (dashed black). The right panel shows the electronic distributions of the PDI-localized valence and conduction states. <bold>(B)</bold> Computed GW dielectric function, <italic>&#x25b;</italic>(<bold>q</bold>), for the commensurate bulk (purple), commensurate layer (black), and the interface structure (orange).</p>
</caption>
<graphic xlink:href="fchem-09-743391-g003.tif"/>
</fig>
<p>The computed GW quasiparticle gap resulting from the substrate screening approach is 2.95&#xa0;eV, which is in very good agreement with the direct calculation (2.94&#xa0;eV). Additionally, in <xref ref-type="sec" rid="s10">Supplementary Figure S5</xref>, we compare the diagonal elements of the non-interacting polarizability of the interface (<inline-formula id="inf13">
<mml:math id="m16">
<mml:msubsup>
<mml:mrow>
<mml:mi>&#x3c7;</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mtext>tot</mml:mtext>
</mml:mrow>
<mml:mrow>
<mml:mn>0</mml:mn>
</mml:mrow>
</mml:msubsup>
</mml:math>
</inline-formula>) computed using the two approaches, and find that they agree very well. We can infer from these results that there is negligible orbital hybridization at the C8-PDI@Au interface, and that the Au substrate simply provides a dielectric environment that effectively screens the molecular crystal. We expect that the substrate screening approach, based on the additivity of the non-interacting polarizability of the interface (<xref ref-type="bibr" rid="B36">Liu et&#x20;al., 2019</xref>; <xref ref-type="bibr" rid="B69">Xuan et&#x20;al., 2019</xref>), is applicable to other systems without significant orbital hybridization or covalent bonding.</p>
<p>We believe this conclusion could help us understand the <italic>physical</italic> interface where a C8-PDI monolayer in its pristine bulk lattice (rather than the artificial commensurate lattice as we did in this work) is adsorbed on Au (111). From a computational perspective, such a physical interface is incommensurate and is prohibitively expensive to calculate. However, based on the conclusion achieved in this section, we can infer what would happen if we were modelling the incommensurate physical interface: all the properties associated to the exciton wavefunctions of the C8-PDI bulk crystal as reported in <xref ref-type="fig" rid="F2">Figure&#x20;2</xref> will be qualitatively unchanged in the interface, thanks to the negligible orbital hybridization. The exciton binding energies will be renormalized due to the dielectric screening of the Au substrate.</p>
</sec>
<sec id="s4">
<title>4 Discussion and Conclusion</title>
<p>Our results demonstrate the effect of intermolecular and surface screening on both quasiparticle and exciton properties via a step-by-step structural variation. Specifically, we look closely at the exciton nature as a function of molecular crystal packing and dielectric environment, as summarized in <xref ref-type="fig" rid="F4">Figure&#x20;4</xref>. For the case of Frenkel-like molecular excitons, the exciton nature should stay roughly unchanged upon changes in crystal packing, as the environmental effect will be mainly manifested through an effective dielectric constant (<xref ref-type="bibr" rid="B59">Sharifzadeh et&#x20;al., 2012</xref>; <xref ref-type="bibr" rid="B9">Cudazzo et&#x20;al., 2013</xref>). Nonetheless, we find that the bulk C8-PDI excitons do have dispersion and are crystal-momentum dependent, reflecting non-negligible excitonic coupling beyond the Frenkel picture. The dispersion is more enhanced in singlet states compared to triplet states due to the exchange interaction, as observed before in related organic molecular crystals (<xref ref-type="bibr" rid="B46">Rangel et&#x20;al., 2016</xref>; <xref ref-type="bibr" rid="B49">Refaely-Abramson et&#x20;al., 2017</xref>; <xref ref-type="bibr" rid="B47">Rangel et&#x20;al., 2018</xref>). On top of this effect, the dielectric screening induces further variations: upon crystal layering, the quasiparticle gap increases, and upon surface adsorption it renormalizes, while the exciton energies remain largely unchanged. This is a direct outcome of the non-local screening that dominates the quasiparticle energies, compared to local screening that dominates the electron-hole binding in the low-lying excitons. These dielectric effects are captured in the GW calculation through an explicit evaluation of the dielectric function (<xref ref-type="bibr" rid="B27">Hybertsen and Louie, 1986</xref>; <xref ref-type="bibr" rid="B15">Deslippe et&#x20;al., 2012</xref>). As shown in <xref ref-type="fig" rid="F3">Figure&#x20;3B</xref>, the dielectric functions of the various structures are similar at the short-range interaction regime and differ greatly at the long-range interaction regime.</p>
<fig id="F4" position="float">
<label>FIGURE 4</label>
<caption>
<p>Summary of the computed GW quasiparticle gap, <italic>E</italic>
<sub>
<italic>g</italic>
</sub>; optical gap, <italic>E</italic>
<sub>
<italic>x</italic>
</sub>; and the exciton binding energy, <italic>E</italic>
<sub>
<italic>b</italic>
</sub>, in the four examined structures.</p>
</caption>
<graphic xlink:href="fchem-09-743391-g004.tif"/>
</fig>
<p>
<xref ref-type="table" rid="T1">Table&#x20;1</xref> indicate the strong sensitivity of the charged quasiparticle excitation energies (as reflected in gaps) to the dielectric environment and the weak sensitivity of the neutral excitation energy (as reflected in optical transitions in the case of strong electron-hole coupling) to the environment (<xref ref-type="bibr" rid="B33">Kronik et&#x20;al., 2012</xref>; <xref ref-type="bibr" rid="B50">Refaely-Abramson et&#x20;al., 2015</xref>). The change in the optical gaps and the exciton binding energies between the C8-PDI monolayer and the C8-PDI@Au interface points to a significant decrease in the exciton binding energy upon formation of the interface with Au. This effect is expected, as the enhanced screening has a significant influence on the quasiparticle gap (<xref ref-type="bibr" rid="B39">Neaton et&#x20;al., 2006</xref>; <xref ref-type="bibr" rid="B18">Egger et&#x20;al., 2015</xref>; <xref ref-type="bibr" rid="B37">Liu et&#x20;al., 2017</xref>). On the other hand, simple metal surfaces tend to have a much weaker influence on the optical excitations localized within the adsorbate (<xref ref-type="bibr" rid="B62">Spataru, 2013</xref>; <xref ref-type="bibr" rid="B12">Deilmann and Thygesen, 2019</xref>).</p>
<p>Importantly, the computational approach we employed here is not limited to cases of weak hybridization at the interface, and can be hence further used to investigate other types of PDI interfaces where the exciton separation mechanisms are expected to involve significant charge-transfer components. For example, triplet exciton transfer across C8-PDI and SiO<sub>2</sub> interfaces was recently suggested to be strongly coupled to changes in intermolecular interactions due to surface hybridization (<xref ref-type="bibr" rid="B7">Cotton et&#x20;al., 2020</xref>). In addition, few recent studies explored the role of surface passivation in modifying and controlling the efficiency of exciton transfer from acene molecular crystals adsorbed on silicon substrates (<xref ref-type="bibr" rid="B19">Einzinger et&#x20;al., 2019</xref>; <xref ref-type="bibr" rid="B11">Daiber et&#x20;al., 2020</xref>). The relation between interface bonding, charge and exciton localization far from and at the junction, and the resulting energy-transfer efficiency at PDI-based junctions is intriguing, and the results we present here for the case of weak metal-organic coupling can be thought of as a computational test case at the weakly interacting regime. Our results thus demonstrate that the GW-BSE approach offers a reliable tool to explore interface effects on excitonic properties at organic-inorganic interfaces with various levels of interface hybridization.</p>
<p>To conclude, we studied the effect of structural modifications on quasiparticle and exciton nature in the C8-PDI molecular crystal and its interface with Au. We explored the excitonic properties of the bulk system in detail, and investigated the effect of crystal packing and interface dielectric screening, building a structural modification route from the bulk structure to a heterogeneous interface. Our results demonstrate that while the quasiparticle band gap undergoes significant variations upon the structural modification and surface adsorption, the optical gap is much less affected by them, leading to strong structural sensitivity of the exciton binding energies. Our methods allow us to quantify this effect, and relate it to the specifics of local and non-local structural modifications.</p>
</sec>
</body>
<back>
<sec id="s5">
<title>Data Availability Statement</title>
<p>The datasets presented in this study can be found in online repositories. The names of the repository/repositories and accession number(s) can be found in the article/<xref ref-type="sec" rid="s10">Supplementary Material</xref>.</p>
</sec>
<sec id="s6">
<title>Author Contributions</title>
<p>LS performed most of the DFT, GW, and GW-BSE computations presented in this work. OA performed the interface calculations using the substrate screening GW approach. GV performed DFT and GW examination to explore additional packing effects. Z-FL constructed and led the substrate screening GW calculations. SR-A is the corresponding author in this work and instructed the DFT, GW, and GW-BSE computations. All authors contributed to the manuscript writing.</p>
</sec>
<sec id="s7">
<title>Funding</title>
<p>This research was supported by a grant from the United&#x20;States-Israel Binational Science Foundation (BSF), Jerusalem, Israel, awarded to Z-FL and SR-A (Grant Number 2018113). OA acknowledges A. Paul and Carole C. Schaap Endowed Distinguished Graduate Award and Rumble Fellowship from Wayne State University. Z-FL acknowledges start-up funds and an Ebbing faculty development award from Wayne State University. SR-A is an incumbent of the Leah Omenn Career Development Chair, and acknowledges research grants from the Peter and Patricia Gruber Awards and an Alon Fellowship. This research used computational resources within a PRACE Allocation Grant, Project No. 2019204916, at the Barcelona Supercomputing Center (BSC-CNS), as well as at the Chemfarm cluster at the Weizmann Institute of Science and at the Center for Functional Nanomaterials, which is a U.S. Department of Energy Office of Science Facility, at Brookhaven National Laboratory under Contract No. DE-SC0012704. Additional computational resources were provided by the National Energy Research Scientific Computing Center (NERSC), a U.S. Department of Energy Office of Science User Facility operated under Contract No. DE-AC02-05CH11231.</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>
<ack>
<p>We thank Boris Rybtchinski and Angelica Elkan for valuable discussions, Mark Vilensky for administrative support, and Diana Qiu and Felipe da Jornada for helpful discussions.</p>
</ack>
<sec id="s10">
<title>Supplementary Material</title>
<p>The Supplementary Material for this article can be found online at: <ext-link ext-link-type="uri" xlink:href="https://www.frontiersin.org/articles/10.3389/fchem.2021.743391/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fchem.2021.743391/full&#x23;supplementary-material</ext-link>
</p>
<supplementary-material xlink:href="DataSheet1.PDF" id="SM1" mimetype="application/PDF" xmlns:xlink="http://www.w3.org/1999/xlink"/>
</sec>
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