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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Mater.</journal-id>
<journal-title>Frontiers in Materials</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Mater.</abbrev-journal-title>
<issn pub-type="epub">2296-8016</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="publisher-id">744275</article-id>
<article-id pub-id-type="doi">10.3389/fmats.2021.744275</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Materials</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Chemical Tuning on Resonance Coupling in Gold Nanorod&#x2212;Monolayer WS<sub>2</sub> Heterostructures</article-title>
<alt-title alt-title-type="left-running-head">Wen et&#x20;al.</alt-title>
<alt-title alt-title-type="right-running-head">Chemical Tuning on Resonance Coupling</alt-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Wen</surname>
<given-names>Shiya</given-names>
</name>
<uri xlink:href="https://loop.frontiersin.org/people/1413857/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Deng</surname>
<given-names>Shiyu</given-names>
</name>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Chen</surname>
<given-names>Kun</given-names>
</name>
<uri xlink:href="https://loop.frontiersin.org/people/1393827/overview"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Chen</surname>
<given-names>Huanjun</given-names>
</name>
<xref ref-type="corresp" rid="c001">&#x2a;</xref>
<uri xlink:href="https://loop.frontiersin.org/people/148316/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Deng</surname>
<given-names>Shaozhi</given-names>
</name>
</contrib>
</contrib-group>
<aff>State Key Laboratory of Optoelectronic Materials and Technologies, Guangdong Province Key Laboratory of Display Material and Technology, School of Electronics and Information Technology, <addr-line>Guangzhou</addr-line>, <country>China</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/131162/overview">Qiaoliang Bao</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/735722/overview">Zhi Yang</ext-link>, Shanghai Jiao Tong University, China</p>
<p>
<ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/846393/overview">Li Li</ext-link>, East China Normal University, China</p>
</fn>
<corresp id="c001">&#x2a;Correspondence: Huanjun Chen, <email>chenhj8@mail.sysu.edu.cn</email>
</corresp>
<fn fn-type="other">
<p>This article was submitted to Thin Solid Films, a section of the journal Frontiers in Materials</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>22</day>
<month>09</month>
<year>2021</year>
</pub-date>
<pub-date pub-type="collection">
<year>2021</year>
</pub-date>
<volume>8</volume>
<elocation-id>744275</elocation-id>
<history>
<date date-type="received">
<day>20</day>
<month>07</month>
<year>2021</year>
</date>
<date date-type="accepted">
<day>06</day>
<month>09</month>
<year>2021</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2021 Wen, Deng, Chen, Chen and Deng.</copyright-statement>
<copyright-year>2021</copyright-year>
<copyright-holder>Wen, Deng, Chen, Chen and Deng</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>Resonance coupling between plasmonic resonances in metallic nanostructures and excitons in two-dimensional (2D) semiconductors has attracted much recent attention. The 2D semiconductor excitons are sensitive to external stimulus, enabling active tuning on the resonance couplings by physical, such as applying electrostatic gating, thermal scanning, etc., or chemical approaches. Among the others, chemical tuning approach has the advantage of facile implementation, high efficiency, and being capable of large-area tuning. Here, we report on chemical tuning of resonance coupling in heterostructures consisted of individual gold nanorods integrated with monolayer WS<sub>2</sub>. We showed that by incubating the heterostructures into a bis (trifluoro-methane) sulfonimide (TFSI) solution, the exciton transition strength of the WS<sub>2</sub> will be enhanced significantly. As a result, the resonance coupling in the heterostructures evolved from a weak coupling regime to a strong coupling one, with the mode splitting energy increases from 94.96 to 105.32&#xa0;meV. These findings highlight the potential of chemical treatment as an efficient technique for tailoring the interactions between plasmonic nanostructures and 2D semiconductors.</p>
</abstract>
<kwd-group>
<kwd>WS<sub>2</sub>
</kwd>
<kwd>resonance couplings</kwd>
<kwd>gold nanorods</kwd>
<kwd>plasmon resonances</kwd>
<kwd>chemical tunings</kwd>
</kwd-group>
<contract-sponsor id="cn001">National Key Research and Development Program of China<named-content content-type="fundref-id">10.13039/501100012166</named-content>
</contract-sponsor>
</article-meta>
</front>
<body>
<sec id="s1">
<title>Introduction</title>
<p>Resonance coupling refers to interactions between quantum emitters and optical cavity with spectrally overlapped resonances, which has great potentials in a variety of applications such as low-threshold lasers, ultrafast optical switches, as well as quantum information processings (<xref ref-type="bibr" rid="B7">Chen et&#x20;al., 2013</xref>; <xref ref-type="bibr" rid="B38">Sanvitto and K&#xe9;na-Cohen, 2016</xref>; <xref ref-type="bibr" rid="B6">Baranov et&#x20;al., 2018</xref>; <xref ref-type="bibr" rid="B57">Zheng et&#x20;al., 2020</xref>; <xref ref-type="bibr" rid="B21">Huang et&#x20;al., 2021</xref>). Basically, the resonance coupling is usually characterized by the coupling strength <italic>g</italic> (<xref ref-type="bibr" rid="B30">Liu et&#x20;al., 2017</xref>).<disp-formula id="e1">
<mml:math id="m1">
<mml:mrow>
<mml:mi>g</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:mi>&#x210f;</mml:mi>
<mml:msub>
<mml:mi>&#x3c9;</mml:mi>
<mml:mi>c</mml:mi>
</mml:msub>
</mml:mrow>
<mml:mrow>
<mml:msqrt>
<mml:mn>2</mml:mn>
<mml:mi>&#x210f;</mml:mi>
<mml:msub>
<mml:mi>&#x3b5;</mml:mi>
<mml:mn>0</mml:mn>
</mml:msub>
<mml:msub>
<mml:mi>&#x3c9;</mml:mi>
<mml:mi>d</mml:mi>
</mml:msub>
<mml:msub>
<mml:mi>V</mml:mi>
<mml:mrow>
<mml:mi mathvariant="italic">e</mml:mi>
<mml:mi mathvariant="italic">f</mml:mi>
<mml:mi mathvariant="italic">f</mml:mi>
</mml:mrow>
</mml:msub>
</mml:msqrt>
</mml:mrow>
</mml:mfrac>
<mml:mrow>
<mml:msub>
<mml:mi>&#x3bc;</mml:mi>
<mml:mi>c</mml:mi>
</mml:msub>
</mml:mrow>
<mml:mo>&#x22c5;</mml:mo>
<mml:msub>
<mml:mrow>
<mml:mover accent="true">
<mml:mi>f</mml:mi>
<mml:mo>&#x5e;</mml:mo>
</mml:mover>
</mml:mrow>
<mml:mi>d</mml:mi>
</mml:msub>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:msub>
<mml:mrow>
<mml:mi>r</mml:mi>
</mml:mrow>
<mml:mi>c</mml:mi>
</mml:msub>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
</mml:mrow>
</mml:math>
<label>(1)</label>
</disp-formula>where <italic>V</italic>
<sub>
<italic>eff</italic>
</sub> is the effective mode volume of the cavity, <inline-formula id="inf1">
<mml:math id="m2">
<mml:mrow>
<mml:msub>
<mml:mrow>
<mml:mover accent="true">
<mml:mi>&#x3bc;</mml:mi>
<mml:mo>
</mml:mo>
</mml:mover>
</mml:mrow>
<mml:mi>c</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> and <inline-formula id="inf2">
<mml:math id="m3">
<mml:mrow>
<mml:msub>
<mml:mrow>
<mml:mover accent="true">
<mml:mi>r</mml:mi>
<mml:mo>
</mml:mo>
</mml:mover>
</mml:mrow>
<mml:mi>c</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> are the dipole moment and location of the emitter, respectively, and <inline-formula id="inf3">
<mml:math id="m4">
<mml:mrow>
<mml:msub>
<mml:mrow>
<mml:mover accent="true">
<mml:mi>f</mml:mi>
<mml:mo>&#x5e;</mml:mo>
</mml:mover>
</mml:mrow>
<mml:mi>d</mml:mi>
</mml:msub>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:msub>
<mml:mrow>
<mml:mover accent="true">
<mml:mi>r</mml:mi>
<mml:mo>
</mml:mo>
</mml:mover>
</mml:mrow>
<mml:mi>c</mml:mi>
</mml:msub>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
</mml:mrow>
</mml:math>
</inline-formula> is the normalized electric field of the optical cavity at the emitter. A small effective mode volume and a strong transition dipole moment are therefore necessary for initiating strong resonance coupling of the system. Accordingly, resonance coupling between plasmonic metal nanostructures and 2D transition-metal dichalcogenides (TMDCs) has recently attracted considerable attention. On one hand, the metal nanostructures, such as nanospheres, nanorods, nanowires, are optical nanocavities exhibiting localized surface plasmon resonances (LSPRs) (<xref ref-type="bibr" rid="B26">Kleemann et&#x20;al., 2017</xref>; <xref ref-type="bibr" rid="B45">Wen et&#x20;al., 2017</xref>; <xref ref-type="bibr" rid="B56">Zheng et&#x20;al., 2017</xref>; <xref ref-type="bibr" rid="B23">Jiang et&#x20;al., 2020</xref>). The LSPRs can confine the free-space electromagnetic fields down to the nanoscale and generate ultrasmall mode volumes. On the other hand, many TMDCs sustain excitons with strong binding energies and transition dipole moments at room temperature. Furthermore, their excitons are sensitive to external stimulus (<xref ref-type="bibr" rid="B36">Ramasubramaniam, 2012</xref>; <xref ref-type="bibr" rid="B9">Chernikov et&#x20;al., 2014</xref>; <xref ref-type="bibr" rid="B39">Schneider et&#x20;al., 2018</xref>). Therefore, the resonance coupling between LSPR and excitons in TMDCs can be remarkably enhanced as well as actively controlled (<xref ref-type="bibr" rid="B55">Zheng et&#x20;al., 2019</xref>; <xref ref-type="bibr" rid="B41">Sun et&#x20;al., 2021</xref>; <xref ref-type="bibr" rid="B50">Yang et&#x20;al., 2021</xref>). In particular, in comparison to other types of TMDCs, the monolayer WS<sub>2</sub> is a direct bandgap semiconductor with strong spin&#x2212;orbit coupling, making their exciton binding energy and transition dipole moment large at room-temperature. Moreover, with high surface-to-volume ratio and tunable electrical properties, the monolayer WS<sub>2</sub> has a wide range of applications in sensor and photodetector (<xref ref-type="bibr" rid="B18">Han et&#x20;al., 2019</xref>; <xref ref-type="bibr" rid="B17">Han et&#x20;al., 2021</xref>; <xref ref-type="bibr" rid="B33">Luo et&#x20;al., 2021</xref>). It has therefore been widely employed as quantum emitters for studying of strong light&#x2212;matter interactions in different types of micro- and nanocavities (<xref ref-type="sec" rid="s9">Supplementary Table&#x20;S1</xref>).</p>
<p>Currently, the control over resonance coupling between LSPRs and TMDCs excitons focuses on two aspects. The first one is by adjusting the LSPRs characteristics through tuning the composition, size, morphology, and the surrounding dielectric environment of the metal nanostructures (<xref ref-type="bibr" rid="B31">Liu et&#x20;al., 2016</xref>; <xref ref-type="bibr" rid="B28">Lee et&#x20;al., 2017</xref>; <xref ref-type="bibr" rid="B26">Kleemann et&#x20;al., 2017</xref>; <xref ref-type="bibr" rid="B45">Wen et&#x20;al., 2017</xref>; <xref ref-type="bibr" rid="B56">Zheng et&#x20;al., 2017</xref>; <xref ref-type="bibr" rid="B16">Han et&#x20;al., 2018</xref>; <xref ref-type="bibr" rid="B40">St&#xfc;hrenberg et&#x20;al., 2018</xref>; <xref ref-type="bibr" rid="B46">Wen et&#x20;al., 2018</xref>; <xref ref-type="bibr" rid="B44">Wang et&#x20;al., 2019a</xref>; <xref ref-type="bibr" rid="B8">Chen et&#x20;al., 2019</xref>; <xref ref-type="bibr" rid="B13">Geisler et&#x20;al., 2019</xref>; <xref ref-type="bibr" rid="B19">Hou et&#x20;al., 2019</xref>; <xref ref-type="bibr" rid="B23">Jiang et&#x20;al., 2020</xref>; <xref ref-type="bibr" rid="B51">Yankovich et&#x20;al., 2019</xref>; <xref ref-type="bibr" rid="B35">Qin et&#x20;al., 2020</xref>) (see the summary on resonance coupling in different LSPR nano-/microcavity&#x2212;TMDCs hybrid systems, <xref ref-type="sec" rid="s9">Supplementary Table S1</xref>). The other one is by applying external stimulus to modulate the exciton behaviors of the TMDCs (<xref ref-type="sec" rid="s9">Supplementary Table S1</xref>). In both ways the spectral overlap between the LSPRs and exciton transitions will be modified, and consequently the resonance coupling strengths can be tailored. In comparison with the first one, modulating resonance coupling by tuning the 2D excitons are more favorable, because the exciton transitions can be dynamically controlled in response to the external fields. For example, previous studies were able to demonstrate control of the resonance coupling strength by electrical gating and thermal scanning (<xref ref-type="bibr" rid="B31">Liu et&#x20;al., 2016</xref>; <xref ref-type="bibr" rid="B45">Wen et&#x20;al., 2017</xref>; <xref ref-type="bibr" rid="B28">Lee et&#x20;al., 2017</xref>; <xref ref-type="bibr" rid="B1">Abid et&#x20;al., 2017</xref>; <xref ref-type="bibr" rid="B11">Cuadra et&#x20;al., 2018</xref>) (<xref ref-type="sec" rid="s9">Supplementary Table S1</xref>). Chemical tuning by incubating the 2D crystals into specific acid solution has been shown to greatly improved the material&#x2019;s optical properties due to reduction of the surface impurities, defects, and release of stress between the substrate and 2D crystals (<xref ref-type="bibr" rid="B5">Amani et&#x20;al., 2016a</xref>; <xref ref-type="bibr" rid="B15">Han et&#x20;al., 2016</xref>; <xref ref-type="bibr" rid="B20">Hu et&#x20;al., 2018</xref>; <xref ref-type="bibr" rid="B58">Zhu et&#x20;al., 2019</xref>). In particular, it was demonstrated that exciton emission of 2D MoS<sub>2</sub> and WS<sub>2</sub> can be significantly enhanced by the chemical treatment of organic super acid bis (trifluoromethane) sulfonimide (TFSI) (<xref ref-type="bibr" rid="B4">Amani et&#x20;al., 2015</xref>; <xref ref-type="bibr" rid="B5">Amani et&#x20;al., 2016a</xref>; <xref ref-type="bibr" rid="B2">Amani et&#x20;al., 2016b</xref>). In comparison with other tuning methods, chemical tuning approach has the advantage of facile implementation, high efficiency, and being capable of large-area tuning. However, to the best of our knowledge, tuning the resonance coupling between LSPRs and excitons in TMDCs through a chemical approach is yet to be explored.</p>
<p>Here, we report the chemical tuning of resonance coupling in heterostructures composed of individual gold nanorods integrated with monolayer WS<sub>2</sub>. LSPRs of gold nanorods enable sub-diffraction confinement of electromagnetic fields at the surface of WS<sub>2</sub>, making them coherently coupling with the 2D excitons in the monolayer. Resonance coupling evidenced by clear anti-crossing behaviors can be observed from the pristine individual heterostructures. The extracted mode splitting energy is 94.96&#xa0;meV, indicating a weak coupling regime. Upon incubating the heterostructures into the TFSI solution, the transition dipole moment of the WS<sub>2</sub> exciton can be strongly enhanced. This will strengthen the resonance coupling and give rise to a mode splitting energy of 105.32&#xa0;meV. Such a value suggests that the resonance coupling has approached the strong coupling regime. The observed increments in mode splitting and associated enhancement of exciton transition dipole moment are in good agreement with calculated results using coupled oscillator model (COM).</p>
</sec>
<sec id="s2">
<title>Experimental</title>
<sec id="s2-1">
<title>Chemicals and Materials</title>
<p>HAuCl<sub>4</sub>.3H<sub>2</sub>O (Au &#x3e; 99.9%) was purchased from Aladdin (Shanghai, China). TFSI (95%) was purchased from Macklin (Shanghai, China). Cetyltrimethylammonium bromide (CTAB: &#x3e;99%), silver nitrate (AgNO<sub>3</sub>: &#x3e;99%), sodium oleate (NaOL: &#x3e;97%), and <sc>l</sc>-ascorbic acid (AA: &#x3e;99%) were purchased from Sigma-Aldrich. Sodium borohydride (NaBH<sub>4</sub>: &#x3e;96%) was purchased from Acros Organics (Shanghai, China). The HCl (37&#xa0;wt% in water) is of analytical grade, which was purchased from Aladdin (Shanghai, China). Monolayer WS<sub>2</sub> was grown directly onto a silicon substrate capped with a 300-nm thick oxide layer (Nanjing MKNANO Tech. Co., Ltd.). All chemicals were used without further purification. Deionized water (18.2&#xa0;M&#x3a9;&#xa0;cm) was used during the preparations of the gold nanorods and heterostructures.</p>
</sec>
<sec id="s2-2">
<title>Sample Preparations</title>
<p>Gold nanorods were grown using a seed-mediated method with binary surfactant mixture (<xref ref-type="bibr" rid="B52">Ye et&#x20;al., 2013</xref>; <xref ref-type="bibr" rid="B59">Zhuang et&#x20;al., 2018</xref>; <xref ref-type="bibr" rid="B48">Xu et&#x20;al., 2020</xref>). The seed solution was prepared by mixing 2.5&#xa0;ml HAuCl<sub>4</sub> (0.5&#xa0;mM) and 2.5&#xa0;ml CTAB (0.2&#xa0;M) solution in a 30-ml glass vial. Then 0.3&#xa0;ml NaBH<sub>4</sub> solution (0.01&#xa0;M) was added to the mixture under vigorous stirring for 2&#xa0;min until the color of the solution changed from yellow to brownish yellow. The seed solution was aged at room temperature for 30&#xa0;min before use. To prepare the growth solution, 0.9&#xa0;g of CTAB and 0.1234&#xa0;g of NaOL was dissolved in DI water (&#x223c;50&#xb0;C) in a 25&#xa0;ml glass conical flask, kept undisturbed for 15&#xa0;min at 27&#xb0;C after adding AgNO<sub>3</sub> solution (2.4&#xa0;ml, 4&#xa0;mM). Subsequently, HAuCl<sub>4</sub> (25&#xa0;ml, 1&#xa0;mM) was added to the solution and stirred for 90&#xa0;min. A certain amount of HCl solution was added to the growth solution and stirred for 15&#xa0;min to adjust the PH. Afterwards the AA solution (0.125 ml, 0.064&#xa0;mM) was added with vigorous stirring for 30 s. A certain amount of the prepared seed solution was injected into the growth solution under vigorous stirring for 30 s. The mixture was then left undisturbed for 12&#xa0;h for the growth of the gold nanorods. The aspect ratio of the nanorods can be continuously adjusted by varying the amounts of the seed solution as well as pH of the growth solution (<xref ref-type="bibr" rid="B23">Jiang et&#x20;al., 2020</xref>).</p>
<p>To fabricate the heterostructures, the monolayer WS<sub>2</sub> was first transferred onto another SiO<sub>2</sub> substrate for releasing the stress (<xref ref-type="bibr" rid="B14">Gurarslan et&#x20;al., 2014</xref>; <xref ref-type="bibr" rid="B49">Xu et&#x20;al., 2015</xref>; <xref ref-type="bibr" rid="B34">McCreary et&#x20;al., 2016</xref>). Specifically, a layer of polystyrene (PS) was spin-coated (3,300&#xa0;rpm, 1&#xa0;min) onto the as-grown WS<sub>2</sub>, followed by a baking process at 120&#xb0;C for 1&#xa0;h. After scribing the PS film with a scalpel, the sample was placed into DI water to lift off the PS film adhered with the WS<sub>2</sub> monolayer from the SiO<sub>2</sub>/Si substrate. The PS film was then placed onto the target SiO<sub>2</sub> substrate. Afterwards, the PS film was removed with toluene solution after baking the sample at 120&#xb0;C for 1&#xa0;h. The heterostructures were formed by drop-casting gold nanorod aqueous solutions with different nanorod aspect ratios onto the transferred monolayer WS<sub>2</sub>&#x20;flake.</p>
</sec>
<sec id="s2-3">
<title>Chemical Treatment</title>
<p>Certain amounts of TFSI were dissolved into 20&#xa0;ml acetone to make TFSI solutions with different concentrations. The SiO<sub>2</sub> substrates with the gold nanorods and heterostructures were incubated into the TFSI solutions for different 30&#xa0;s. Afterwards, the substrate was taken out from the TFSI solution and annealed on a hot plate at 50&#xb0;C for 1&#xa0;min.</p>
<sec id="s2-3-1">
<title>Characterizations</title>
<p>Raman and photoluminescence (PL) spectra were measured using a micro-Raman spectrometer (inVia Reflex, Renishaw). The samples were excited by a laser of 532&#xa0;nm. Extinction spectra of the aqueous gold nanorod samples with different aspect ratios were measured on a UV/visible/near-infrared spectrophotometer (U-4100, HITACHI). Atomic force microscope (AFM, NTEGRA Spectra, NT-MDT) was employed to characterized the morphologies and thicknesses of the samples. The scattering spectra of the various individual gold nanorods and heterostructures were recorded on a home-built dark-field microscope. The microscope consists of an optical microscope (Olympus BX51) integrated with a broadband white light source, a monochromator (Acton SpectraPro 2,360), and a charge-coupled device camera (Princeton Instruments Pixis 400BR_eXcelon). During the measurements, the CCD was maintained at &#x2212;50&#xb0;C. A dark-field objective (&#xd7;100, numerical aperture 0.80) was employed for both illuminating the heterostructures and collecting the scattered&#x20;light.</p>
</sec>
<sec id="s2-3-2">
<title>Numerical simulations</title>
<p>Scattering spectra of the individual gold nanorods and heterostructures were simulated using the finite-difference time-domain (FDTD) method. A single gold nanorod was modeled as a cylinder capped with a hemisphere at each end. The monolayer WS<sub>2</sub> was modeled as dielectric layer with a thickness of 1&#xa0;nm. An individual heterostructure is constructed by placing a gold nanorod onto the WS<sub>2</sub> layer, with a gap of 1&#xa0;nm in between (<xref ref-type="bibr" rid="B45">Wen et&#x20;al., 2017</xref>; <xref ref-type="bibr" rid="B23">Jiang et&#x20;al., 2020</xref>). The bulk dielectric function of the gold was used (<xref ref-type="bibr" rid="B24">Johnson and Christy, 1972</xref>). The dielectric function of the pristine and TFSI treated monolayer WS<sub>2</sub> was modeled using the Lorentzian model (<xref ref-type="bibr" rid="B53">Yilei et&#x20;al., 2014</xref>), with parameters determined from their PL spectra (see the discussion below). A dielectric constant of 2.25 was used for the SiO<sub>2</sub> substrate. The diameters of the gold nanorods were set from 34.48 to 61.93&#xa0;nm, and the lengths were varied from 77.26 to 125.60&#xa0;nm. These parameters correspond to nanorod aspect ratios ranging from 1.47 to 2.66. All of the nanorods and heterostructures were excited by a linearly polarized plane wave, with the polarization along the longitudinal axes of the nanorods. Mesh size of 0.5&#xa0;nm was set around the nanorods.</p>
</sec>
</sec>
</sec>
<sec sec-type="results|discussion" id="s3">
<title>Results and Discussion</title>
<p>The as-prepared gold nanorods have uniform size and shape distributions (<xref ref-type="fig" rid="F1">Figure&#x20;1A</xref>; <xref ref-type="sec" rid="s9">Supplementary Figure S1</xref>), where two types of LSPR modes can be observed from their extinction spectra (<xref ref-type="fig" rid="F1">Figure&#x20;1B</xref>; <xref ref-type="sec" rid="s9">Supplementary Figure S1M</xref>). They are the transverse (TPM) and longitudinal (LPM) LSPR modes, which are associated with electron oscillations along the transverse and longitudinal directions of the nanorods, respectively. In our study, the LPM is considered because its resonance wavelengths (frequencies) can be synthetically tuned by tailoring the aspect ratio of the gold nanorods (<xref ref-type="fig" rid="F1">Figure&#x20;1B</xref>; <xref ref-type="sec" rid="s9">Supplementary Figure S1M</xref>), which is defined as the nanorod length divided by the diameter (<xref ref-type="bibr" rid="B7">Chen et&#x20;al., 2013</xref>). The commercial monolayer WS<sub>2</sub> flake was grown by chemical vapor deposition (CVD) method, where an intrinsic tensile strain exists between the flake and SiO<sub>2</sub> substrate (<xref ref-type="bibr" rid="B34">McCreary et&#x20;al., 2016</xref>). Such a strain can significantly suppress the exciton transition of the WS<sub>2</sub>. Therefore, the monolayer WS<sub>2</sub> was first transferred to another SiO<sub>2</sub> substrate to release the tensile strain (<xref ref-type="fig" rid="F1">Figure&#x20;1I</xref>) (<xref ref-type="bibr" rid="B14">Gurarslan et&#x20;al., 2014</xref>; <xref ref-type="bibr" rid="B49">Xu et&#x20;al., 2015</xref>). The thickness of the transferred WS<sub>2</sub> flake can be determined by AFM topography, which is 1.0&#xa0;nm as shown in <xref ref-type="fig" rid="F1">Figures 1C,D</xref>. The monolayer WS<sub>2</sub> exhibits two evident Raman peaks at 352&#xa0;cm<sup>&#x2212;1</sup> and 419&#xa0;cm<sup>&#x2212;1</sup> (<xref ref-type="fig" rid="F1">Figure&#x20;1E</xref>), which correspond to the E<sub>2g</sub> and A<sub>1g</sub> modes of WS<sub>2</sub>, respectively (<xref ref-type="bibr" rid="B10">Cong et&#x20;al., 2014</xref>). In addition, 2D Raman intensity mapping (monitored at 352&#xa0;cm<sup>&#x2212;1</sup>) across the entire flake is uniform, indicating a good crystallinity of the&#x20;monolayer WS<sub>2</sub> (<xref ref-type="fig" rid="F1">Figure&#x20;1F</xref>). The exciton luminescence of the monolayer WS<sub>2</sub> was characterized by PL spectroscopy. As shown in <xref ref-type="fig" rid="F1">Figure&#x20;1G</xref>, the pristine monolayer WS<sub>2</sub> exhibits a PL peak at 2.016&#xa0;eV (615&#xa0;nm), with a linewidth (&#x210f;&#x3b3;<sub>ex</sub>) of 95.1&#xa0;meV. The PL intensity mapping across the entire flake reveals excellent uniformity of the exciton transition (<xref ref-type="fig" rid="F1">Figure&#x20;1H</xref>).</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption>
<p>Characterizations of gold nanorods and monolayer WS<sub>2</sub>. <bold>(A)</bold> Transmission electron microscopy (TEM) image of gold nanorods. <bold>(B)</bold> Normalized extinction spectra of three typical gold nanorod samples with different nanorod aspect ratios. Numbers next to the colored lines indicate the aspect ratios. <bold>(C, D)</bold> AFM topography <bold>(C)</bold> and image <bold>(D)</bold> of the monolayer WS<sub>2</sub>. The topography shown in <bold>(C)</bold> is collected along the white solid line shown in <bold>(D)</bold>. <bold>(E)</bold> Raman spectrum of the monolayer WS<sub>2</sub> flake. <bold>(F)</bold> 2D Raman intensity mapping of the sample corresponding to <bold>(D)</bold>. The mapping is monitored at 352&#xa0;cm<sup>&#x2212;1</sup>. <bold>(G)</bold> PL spectrum of the monolayer WS<sub>2</sub> flake. <bold>(H)</bold> 2D PL intensity mapping of the WS<sub>2</sub> flake corresponding to <bold>(D)</bold>. The mapping is monitored at emission peak of 2.016&#xa0;eV. <bold>(I)</bold> Schematic showing processes of fabricating the heterostructures and TFSI treatment. <bold>(J)</bold> Schematic showing the individual gold nanorod&#x2212;monolayer WS<sub>2</sub> heterostructure. <bold>(K)</bold> Scanning electron microscope (SEM) image of nanorods distributing sparsely onto the WS<sub>2</sub> flake. Yellow circles indicate the individual heterostructures. <bold>(L)</bold> SEM image of an individual gold nanorod&#x2212;monolayer WS<sub>2</sub> heterostructure.</p>
</caption>
<graphic xlink:href="fmats-08-744275-g001.tif"/>
</fig>
<p>To construct the heterostructures (<xref ref-type="fig" rid="F1">Figure&#x20;1J</xref>), gold nanorods were centrifuged twice to remove the capping agents CTAB and redispersed into deionized water. Afterwards, gold nanorods with different aspect ratios were mixed and drop-casted respectively onto a clean SiO<sub>2</sub> substrate and the monolayer WS<sub>2</sub> flake that was transferred onto another SiO<sub>2</sub> substrate (<xref ref-type="fig" rid="F1">Figure&#x20;1I</xref>). The concentration of the nanorod solution was controlled to ensure sparse nanorod distribution onto the SiO<sub>2</sub> substrate and WS<sub>2</sub> flake (<xref ref-type="fig" rid="F1">Figure&#x20;1K</xref>), enabling subsequent characterizations of an individual heterostructure (<xref ref-type="fig" rid="F1">Figure&#x20;1L</xref>). Due to the organic residues surrounding the nanorod, the spacing between the nanorod and WS<sub>2</sub> surface (or the clean SiO<sub>2</sub> substrate surface) is &#x223c;1&#xa0;nm.</p>
<p>Chemical treatment was realized by incubating the heterostructures into TFSI solutions (<xref ref-type="fig" rid="F1">Figure&#x20;1I</xref>). To ascertain the optimum TFSI concentration (<italic>C</italic>
<sub>TFST</sub>) for the incubation, a typical monolayer WS<sub>2</sub> flake was subjected to chemical incubation with different <italic>C</italic>
<sub>TFST</sub>, whereby its PL spectra was measured and compared. The incubation time is set as 30&#xa0;s. In comparison with the pristine WS<sub>2</sub> monolayer, those experiencing TFSI incubations exhibit evidently enhanced PL intensity (<xref ref-type="sec" rid="s9">Supplementary Figure S2A&#x2212;S2F</xref>). In addition, the chemical treatment also affects the PL spectral shape of the WS<sub>2</sub> (<xref ref-type="sec" rid="s9">Supplementary Figure S2G</xref>). The modifications of the PL intensity and spectra are dependent on the <italic>C</italic>
<sub>TFST</sub>. Specifically, the peak intensity of the PL increases steadily and reaches a maximum at a <italic>C</italic>
<sub>TFST</sub> of 3&#xa0;mg/ml (<xref ref-type="sec" rid="s9">Supplementary Figure S2H</xref>). Afterwards, the PL intensity reduces as the <italic>C</italic>
<sub>TFST</sub> is further increased. To quantify the exciton emission of the monolayer WS<sub>2</sub> upon TFSI incubation, the PL spectra were fitted using a lineshape of,<disp-formula id="e2">
<mml:math id="m5">
<mml:mrow>
<mml:mi>I</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mi>F</mml:mi>
<mml:mfrac>
<mml:mrow>
<mml:mi>&#x210f;</mml:mi>
<mml:mi>&#x3b3;</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mn>4</mml:mn>
<mml:msup>
<mml:mrow>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:mi>&#x210f;</mml:mi>
<mml:mi>&#x3c9;</mml:mi>
<mml:mo>&#x2212;</mml:mo>
<mml:mi>&#x210f;</mml:mi>
<mml:msub>
<mml:mi>&#x3c9;</mml:mi>
<mml:mrow>
<mml:mtext>ex</mml:mtext>
</mml:mrow>
</mml:msub>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
</mml:mrow>
<mml:mn>2</mml:mn>
</mml:msup>
<mml:mo>&#x2b;</mml:mo>
<mml:msup>
<mml:mrow>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:mi>&#x210f;</mml:mi>
<mml:mi>&#x3b3;</mml:mi>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
</mml:mrow>
<mml:mn>2</mml:mn>
</mml:msup>
</mml:mrow>
</mml:mfrac>
</mml:mrow>
</mml:math>
<label>(2)</label>
</disp-formula>where <italic>F</italic> and &#x210f;&#x3b3; are respectively scale factor and the PL spectrum linewidth. In particular, <italic>F</italic> is proportional to exciton transition dipole moment, while &#x210f;&#x3b3; is proportional to the damping rate of the exciton. &#x210f;&#x3c9;<sub>ex</sub> is the exciton transition energy. As shown in <xref ref-type="sec" rid="s9">Supplementary Figure S2I</xref>, the PL spectra of the pristine WS<sub>2</sub> and WS<sub>2</sub> flake incubated in TFSI solution of 0.1&#xa0;mg/ml can be well described using <xref ref-type="disp-formula" rid="e2">Eq. 2</xref>. By applying <xref ref-type="disp-formula" rid="e2">Eq. 2</xref> to fit the spectra shown in <xref ref-type="sec" rid="s9">Supplementary Figure S2G</xref>, it can be clearly seen that the extracted &#x210f;&#x3c9;<sub>ex</sub> (&#x210f;&#x3b3;) first increases (decreases) and then saturates for <italic>C</italic>
<sub>TFST</sub> &#x2265; 0.1&#xa0;mg/cm (<xref ref-type="sec" rid="s9">Supplementary Figure S2J and S2K</xref>). In contrast, the parameter <italic>F</italic> first increases against the <italic>C</italic>
<sub>TFST</sub>, and then decreases when the concentration is larger than 3&#xa0;mg/ml (<xref ref-type="sec" rid="s9">Supplementary Figure S2L</xref>). On the other hand, the LSPRs of the individual gold nanorods are almost invariant when they are incubated in TFSI solution of 0.1&#xa0;mg/ml, as manifested from their dark-field (DF) scattering spectra (<xref ref-type="sec" rid="s9">Supplementary Figure S3A</xref>). However, when the <italic>C</italic>
<sub>TFST</sub> is increased, redshift of the LSPR peak and broadening of the DF scattering spectra can be observed (<xref ref-type="sec" rid="s9">Supplementary Figure S3B and S3C</xref>). These results clearly suggest that a TFST solution of <italic>C</italic>
<sub>TFST</sub> &#x3d; 0.1&#xa0;mg/ml should be employed for the incubation, whereby the exciton emission can be chemically modified without changing the LSPR characteristics of the nanorods.</p>
<p>To ensure that the TFSI incubation will not deteriorate the structure and morphology of the monolayer WS<sub>2</sub>, AFM and Raman spectroscopy characterizations were conducted on the WS<sub>2</sub> flake after incubated in 0.1&#xa0;mg/ml TFSI solution. As shown in <xref ref-type="fig" rid="F2">Figure&#x20;2A&#x2013;C</xref>, both of the thickness and topography of the sample after TFSI treatment are similar to those of the pristine one. In addition, the treated WS<sub>2</sub> flake exhibit similar and enhanced Raman spectrum compared to that of the pristine one (<xref ref-type="fig" rid="F2">Figure&#x20;2D</xref>). The enhanced Raman intensity recorded at 352&#xa0;cm<sup>&#x2212;1</sup> (E<sub>2g</sub> mode) distributes uniformly over the whole flake (<xref ref-type="fig" rid="F2">Figures 2E,F</xref>). These results indicate that the TFSI incubation can help remove the surface defects and impurities of the monolayer WS<sub>2</sub> flake (<xref ref-type="bibr" rid="B5">Amani et&#x20;al., 2016a</xref>). This can suppress the annihilation centers for excitons and give rise to uniformly enhanced exciton emission across the whole flake (<xref ref-type="fig" rid="F2">Figure&#x20;2G&#x2013;I</xref>). The PL intensity of the incubated sample is about 5.57&#x20;times larger than that of the pristine one (<xref ref-type="fig" rid="F2">Figure&#x20;2G</xref>). In addition, the PL linewidth is also reduced by &#x223c;51% in the incubated sample, which is only 46&#xa0;meV (<xref ref-type="fig" rid="F2">Figure&#x20;2G</xref>; <xref ref-type="sec" rid="s9">Supplementary Figure&#x20;S2I</xref>).</p>
<fig id="F2" position="float">
<label>FIGURE 2</label>
<caption>
<p>Characterizations of the monolayer WS<sub>2</sub> flake after incubation in TFSI solution of 0.1&#xa0;mg/ml. <bold>(A)</bold> Topographies of the pristine (brown line) and incubated (blue line) WS<sub>2</sub> flake. <bold>(B, C)</bold> AFM images of the pristine <bold>(B)</bold> and incubated <bold>(C)</bold> WS<sub>2</sub> flake. The topographies are drawn along the white lines shown in <bold>(B)</bold> and <bold>(C)</bold>. <bold>(D)</bold> Raman spectra of the monolayer WS<sub>2</sub> before (green line) and after (blue line) TFSI incubation. <bold>(E, F)</bold> 2D Raman intensity mappings of the WS<sub>2</sub> flake before <bold>(E)</bold> and after <bold>(F)</bold> the TFSI incubation. The Raman mappings are monitored at 352&#xa0;cm<sup>&#x2212;1</sup>. <bold>(G)</bold> PL spectra of the monolayer WS<sub>2</sub> before (blue) and after (orange) the TFSI incubation. <bold>(H</bold>, <bold>I)</bold> 2D PL intensity mappings of the WS<sub>2</sub> flake before <bold>(H)</bold> and after <bold>(I)</bold> the TFSI incubation. The PL mappings are recorded at 615&#xa0;nm.</p>
</caption>
<graphic xlink:href="fmats-08-744275-g002.tif"/>
</fig>
<p>The resonance coupling in the various individual plasmonic nanostructures was characterized using single-particle DF scattering spectroscopy, which can rule out the average effect from the ensemble measurements (<xref ref-type="bibr" rid="B54">Zengin et&#x20;al., 2015</xref>; <xref ref-type="bibr" rid="B37">Santhosh et&#x20;al., 2016</xref>; <xref ref-type="bibr" rid="B11">Cuadra et&#x20;al., 2018</xref>; <xref ref-type="bibr" rid="B40">St&#xfc;hrenberg et&#x20;al., 2018</xref>). <xref ref-type="fig" rid="F3">Figure&#x20;3A</xref> (upper panel) shows DF scattering spectrum from a typical gold nanorod with an aspect ratio of 1.75, where a well-defined peak centering at 2.03&#xa0;eV can be observed. The scattering maximum corresponds to LPM of the nanorod, which is in resonance with the exciton emission of the WS<sub>2</sub> (2.016&#xa0;eV) (<xref ref-type="fig" rid="F3">Figure&#x20;3A</xref>, green curve in middle panel). Upon formation of the heterostructure, the DF scattering spectrum was modified significantly due to the resonance coupling between the LPM and exciton transition. Two scattering maxima separated by a spectral dip corresponding to the exciton transition energy of WS<sub>2</sub> can be observed (<xref ref-type="fig" rid="F3">Figure&#x20;3A</xref>, blue curve in the lower panel). Moreover, the two scattering peaks are strongly dependent on the detuning energy defined as <inline-formula id="inf7">
<mml:math id="m10">
<mml:mrow>
<mml:mi>&#x2206;</mml:mi>
<mml:mi>&#x3d;</mml:mi>
<mml:mi>&#x210f;</mml:mi>
<mml:msub>
<mml:mi>&#x03C9;</mml:mi>
<mml:mrow>
<mml:mtext>p</mml:mtext>
<mml:mtext>l</mml:mtext>
</mml:mrow>
</mml:msub>
<mml:mi>&#x2212;</mml:mi>
<mml:mi>&#x210f;</mml:mi>
<mml:msub>
<mml:mi>&#x03C9;</mml:mi>
<mml:mrow>
<mml:mtext>e</mml:mtext>
<mml:mtext>x</mml:mtext>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>, with &#x03C9;<sub>pl</sub> the LPM energy. Specifically, when &#x2206; &#x3c; 0, i.e.,&#x20;the LPM energies is smaller than the exciton transition energy, the low-energy peak is stronger than the high-energy one (<xref ref-type="fig" rid="F3">Figure&#x20;3B</xref>, left panel). As &#x2206; is increased and larger than 0, the high-energy peak becomes dominated. In addition, both of the two peaks blue-shifted with increasing LPM energies (reducing aspect ratios), where an anti-crossing behavior can be clearly observed on the scattering spectra from heterostructures with different nanorod aspect ratios (<xref ref-type="fig" rid="F3">Figure&#x20;3B</xref>, left panel).</p>
<fig id="F3" position="float">
<label>FIGURE 3</label>
<caption>
<p>Resonance coupling in individual gold nanorod&#x2212;WS<sub>2</sub> heterostructures. <bold>(A)</bold> Scattering spectra of an individual gold nanorod (upper), PL spectra of the monolayer WS<sub>2</sub> (middle), and scattering spectra of an individual heterostructure (lower). <bold>(B)</bold> DF scattering spectra from different individual heterostructures. Left panel: pristine heterostructures. Right panel: heterostructures upon 0.1&#xa0;mg/ml-TFSI incubation. Numbers next to the curves indicate the aspect ratios of the gold nanorods in the heterostructures. <bold>(C)</bold> Scattering peaks as a function of the detuning energy between the LPM and exciton transition energy. Upper panel: pristine heterostructures. Lower panel: heterostructures upon 0.1&#xa0;mg/ml-TFSI incubation. The horizontal and diagonal black dashed lines indicate the exciton transition energy and LPM energy, respectively. The colored symbols are extracted from the scattering spectra shown in <bold>(B)</bold>. The colored dashed lines are polynomial fittings.</p>
</caption>
<graphic xlink:href="fmats-08-744275-g003.tif"/>
</fig>
<p>Numerical FDTD simulations were then employed to verify the experimental findings. To that end, simulation architectures were set according to the SEM images of the individual gold nanorods and various heterostructures. A pivotal parameter employed in the simulations is the dielectric function of the monolayer WS<sub>2</sub>. In our study, the Lorentzian model was used to describe the dielectric functions of the pristine and TFSI treated monolayer WS<sub>2</sub>. Specifically, the dielectric function can be expressed as (<xref ref-type="bibr" rid="B53">Yilei et&#x20;al., 2014</xref>),<disp-formula id="e3">
<mml:math id="m6">
<mml:mrow>
<mml:mi>&#x3b5;</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:msub>
<mml:mi>&#x3b5;</mml:mi>
<mml:mi>&#x221e;</mml:mi>
</mml:msub>
<mml:mo>&#x2212;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:mi>f</mml:mi>
<mml:msubsup>
<mml:mi>&#x3c9;</mml:mi>
<mml:mrow>
<mml:mtext>ex</mml:mtext>
</mml:mrow>
<mml:mn>2</mml:mn>
</mml:msubsup>
</mml:mrow>
<mml:mrow>
<mml:msup>
<mml:mi>&#x3c9;</mml:mi>
<mml:mn>2</mml:mn>
</mml:msup>
<mml:mo>&#x2212;</mml:mo>
<mml:msubsup>
<mml:mi>&#x3c9;</mml:mi>
<mml:mrow>
<mml:mtext>ex</mml:mtext>
</mml:mrow>
<mml:mn>2</mml:mn>
</mml:msubsup>
<mml:mo>&#x2b;</mml:mo>
<mml:mi>i</mml:mi>
<mml:mi>&#x3c9;</mml:mi>
<mml:msub>
<mml:mi>&#x3b3;</mml:mi>
<mml:mrow>
<mml:mtext>ex</mml:mtext>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:mfrac>
</mml:mrow>
</mml:math>
<label>(3)</label>
</disp-formula>where <italic>&#x3b5;</italic>
<sub>&#x221e;</sub> &#x3d; 18.1 is the high-frequency permittivity (<xref ref-type="bibr" rid="B53">Yilei et&#x20;al., 2014</xref>). For the pristine and TFSI treated WS<sub>2</sub> flakes, &#x210f;<italic>&#x3c9;</italic>
<sub>ex</sub> and &#x210f;<italic>&#x3b3;</italic>
<sub>ex</sub> are respectively adopted from the fittings of the corresponding PL spectra using <xref ref-type="disp-formula" rid="e2">Eq. 2</xref> (<xref ref-type="sec" rid="s9">Supplementary Figure S4</xref> and <xref ref-type="sec" rid="s9">Supplementary Table S2</xref>). Parameter <italic>f</italic> is the oscillator strength that is related to the exciton transition dipole moment. For the pristine WS<sub>2</sub>, <italic>f</italic> is set as 0.523 (<xref ref-type="bibr" rid="B53">Yilei et&#x20;al., 2014</xref>), while for the TFSI treated WS<sub>2</sub>, it is calculated according to <italic>f</italic>&#x20;&#x3d; 0.523&#xa0;<italic>F</italic>&#x2019;/<italic>F</italic>
<sub>0</sub>, with <italic>F</italic>
<sub>0</sub> and <italic>F</italic>&#x2032; the scale factors of the WS<sub>2</sub> before and after incubation in 0.1&#xa0;mg/ml TFSI solution (<xref ref-type="sec" rid="s9">Supplementary Table S2</xref>). The dielectric functions of the pristine and TFSI-treated WS<sub>2</sub> calculated by <xref ref-type="disp-formula" rid="e3">Eq. 3</xref> are shown in <xref ref-type="sec" rid="s9">Supplementary Figure S4</xref>, which exhibit similar lineshapes. However, due to the strengthened exciton transition dipole moment by the chemical treatment, the <italic>f</italic> is enlarged by 1.53 times, giving rise to enhancement of the magnitudes for both of the real and imaginary parts (<xref ref-type="sec" rid="s9">Supplementary Table&#x20;S2</xref>).</p>
<p>With the knowledge of <italic>&#x3b5;</italic>, the scattering spectra of the various structures are readily calculated. As shown in <xref ref-type="fig" rid="F4">Figure&#x20;4A</xref> (upper and middle panels), the simulated scattering spectra of an individual gold nanorod (with an aspect ratio of 2.04) and the associated heterostructure can well-reproduce the experimental spectra (<xref ref-type="fig" rid="F3">Figure&#x20;3A</xref>, upper and lower panels). Additionally, the simulated spectral evolutions against the &#x2206; for the various heterostructures agree well with the experimental ones (<xref ref-type="fig" rid="F4">Figure&#x20;4B</xref>, left panel). Anti-crossing behavior can also be identified from the simulated scattering spectra. It should be noted that there is a discrepancy on the scattering dip position between the experimental measurements and simulations. This can be understood because the dielectric function of the WS<sub>2</sub> used in the simulations was measured on samples obtained by mechanical exfoliation, while the monolayer WS<sub>2</sub> employed in the measurements was grown by the CVD method. It is known that the &#x210f;&#x3c9;<sub>ex</sub> can vary between the CVD-grown and exfoliated samples (<xref ref-type="bibr" rid="B3">Amani et&#x20;al., 2014</xref>; <xref ref-type="bibr" rid="B27">Krustok et&#x20;al., 2017</xref>), giving rise to differences in the corresponding dielectric functions.</p>
<fig id="F4" position="float">
<label>FIGURE 4</label>
<caption>
<p>Numerical simulations and COM analyses of the resonance coupling. <bold>(A)</bold> FDTD simulated scattering spectra of an individual gold nanorod (upper panel), an individual pristine heterostructure (middle panel), and individual TFSI-treated heterostructure (lower panel). Dashed lines are fitting curves using COM model. <bold>(B)</bold> Simulated scattering spectra from different individual heterostructures. Left: pristine heterostructures. Right: heterostructures upon chemical treatment. Numbers next to the curves indicate the aspect ratios of the gold nanorods in the heterostructures. Dashed lines are COM fitting curves. <bold>(C)</bold> Scattering peaks extracted from the COM model as a function of the detuning energy between the LPM and exciton transition energy. Upper: pristine heterostructures. Lower: heterostructures upon chemical treatment. The horizontal and diagonal black dashed lines indicate the exciton transition energy and LPM energy, respectively. The colored symbols are extracted from the COM fitting spectra shown in <bold>(B)</bold>. The dotted curves are guide for the&#x20;eyes.</p>
</caption>
<graphic xlink:href="fmats-08-744275-g004.tif"/>
</fig>
<p>The dependence of the two scattering peaks on the &#x2206; was further investigated. As shown in <xref ref-type="fig" rid="F3">Figure&#x20;3C</xref> (upper panel), the two peaks always exist when the &#x2206; is tuned from negative to positive values. In addition, the two peaks show a distinct anti-crossing behavior against &#x2206; (<xref ref-type="fig" rid="F3">Figure&#x20;3C</xref>, upper panel), featuring the occurrence of the resonance coupling. The energy difference (&#x210f;&#x3a9;) between the two scattering maxima at zero detuning characterizes the coupling strength (see the following discussion) (<xref ref-type="bibr" rid="B6">Baranov et&#x20;al., 2018</xref>; <xref ref-type="bibr" rid="B42">T&#xf6;rm&#xe4; and Barnes, 2015</xref>). With the knowledge of &#x210f;&#x3a9;, the regime of the resonance coupling (i.e.,&#x20;weak coupling, moderate coupling, or strong coupling) can be ascertained. As shown in <xref ref-type="fig" rid="F3">Figure&#x20;3C</xref> (upper panel), the &#x3a9; can determined as 94.96&#xa0;meV. Such a value is smaller than (&#x210f;&#x3b3;<sub>pl</sub>&#x2b;&#x210f;&#x3b3;<sub>ex</sub>)/2 (123.78&#xa0;meV) (<xref ref-type="sec" rid="s9">Supplementary Table S3</xref>), suggesting that the resonance coupling between the LPM and WS<sub>2</sub> exciton transition is a Fano interference process, i.e.,&#x20;a weak coupling regime (<xref ref-type="bibr" rid="B47">Wu et&#x20;al., 2010</xref>; <xref ref-type="bibr" rid="B29">Leng et&#x20;al., 2018</xref>).</p>
<p>The TFSI treatment can enhance the exciton transition dipole moment as well as reduce the damping of the exciton (middle panel of <xref ref-type="fig" rid="F3">Figure&#x20;3A</xref> and <xref ref-type="sec" rid="s9">Supplementary Figure S4A</xref>). These can in turn affect the dielectric function and thereafter the resonance coupling between the LPM and WS<sub>2</sub> exciton. As shown in <xref ref-type="fig" rid="F3">Figure&#x20;3A</xref> (lower panel), the intensity ratio between the two scattering maxima in the incubated sample (orange) is distinctly different from that of the pristine sample (blue). The chemical tuning on the resonance coupling can be manifested more evidently from the evolution of the scattering spectrum against the nanorod aspect ratio. As shown in <xref ref-type="fig" rid="F3">Figure&#x20;3B</xref> (right panel), for the incubated heterostructures, the energy differences between the two scattering peaks become larger for the incubated sample as compared to those of the pristine counterparts (<xref ref-type="fig" rid="F3">Figure&#x20;3B</xref>, left panel). In addition, the spectral dip corresponding to the exciton transition also becomes deeper. The experimental spectral shapes and evolvements of the incubated heterostructures agree well with the simulated results (<xref ref-type="fig" rid="F4">Figure&#x20;4A</xref>, lower panel and <xref ref-type="fig" rid="F4">Figure&#x20;4B</xref>, right panel). Most importantly, the &#x210f;&#x3a9; deduced from the anti-crossing curves increases to 105.32&#xa0;meV after the chemical treatment. Such a value is a bit larger than (&#x210f;&#x3b3;<sub>pl</sub>&#x2b;&#x210f;&#x3b3;<sub>ex</sub>)/2 (104.6&#xa0;meV) (Supplementary <xref ref-type="sec" rid="s9">Supplementary Table S3</xref>), indicating that the resonance coupling has approached the strong coupling regime (<xref ref-type="bibr" rid="B32">Liu et&#x20;al., 2015</xref>; <xref ref-type="bibr" rid="B42">T&#xf6;rm&#xe4; and Barnes, 2015</xref>). The two scattering peaks can thereafter be ascribed to occurrence of mode splitting.</p>
<p>To further discuss the underlying physics governing the chemical tuning of the resonance coupling, mode analyses on the simulated scattering spectra were performed using a coupled oscillator model (COM). The COM is widely employed for analyzing resonance coupling between quantum emitters and plasmonic nanostructures (<xref ref-type="bibr" rid="B47">Wu et&#x20;al., 2010</xref>; <xref ref-type="bibr" rid="B29">Leng et&#x20;al., 2018</xref>; <xref ref-type="bibr" rid="B43">Wang et&#x20;al., 2019b</xref>). Specifically, the scattering spectrum of an individual gold nanorod&#x2212;monolayer WS<sub>2</sub> heterostructure can be written as (<xref ref-type="bibr" rid="B47">Wu et&#x20;al., 2010</xref>; <xref ref-type="bibr" rid="B43">Wang et&#x20;al., 2019b</xref>),<disp-formula id="e4">
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<label>(4)</label>
</disp-formula>where <italic>g</italic> is the coupling strength between LPM and WS<sub>2</sub> exciton. For zero detuning, i.e.,&#x20;&#x210f;<italic>&#x3c9;</italic>
<sub>ex</sub> &#x3d; &#x210f;<italic>&#x3c9;</italic>
<sub>pl</sub>, the heterostructure exhibits two eigenstates with energies (frequencies) as,<disp-formula id="e5">
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<label>(5)</label>
</disp-formula>
</p>
<p>The two eigenstates are manifested as the two scattering peaks in the DF scattering spectra. Therefore, the energy difference between the two scattering peaks at &#x2206; &#x3d; 0 can be expressed as,<disp-formula id="e6">
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<label>(6)</label>
</disp-formula>
</p>
<p>
<xref ref-type="disp-formula" rid="e6">Eq. 6</xref> provides the direct relationship between the energy difference &#x3a9; and coupling strength <italic>g</italic>. When 2g &#x3c; (&#x210f;&#x3b3;<sub>pl</sub>&#x2b;&#x210f;&#x3b3;<sub>ex</sub>)/2, Fano interferences between the exciton transition and LPM takes place, while for 2&#xa0;g &#x3e; (&#x210f;&#x3b3;<sub>pl</sub>&#x2b;&#x210f;&#x3b3;<sub>ex</sub>)/2, mode splitting occurs (<xref ref-type="bibr" rid="B47">Wu et&#x20;al., 2010</xref>; <xref ref-type="bibr" rid="B22">Itoh et&#x20;al., 2014</xref>; <xref ref-type="bibr" rid="B12">Dufferwiel et&#x20;al., 2015</xref>; <xref ref-type="bibr" rid="B43">Wang et&#x20;al., 2019b</xref>). As shown in <xref ref-type="fig" rid="F4">Figures 4A,B</xref> (dashed lines), <xref ref-type="disp-formula" rid="e4">Eq. 4</xref> can well-describe the FDTD simulated scattering spectra. Moreover, for both the pristine and chemically-treated heterostructures, the scattering peaks extracted from the fitting spectra using <xref ref-type="disp-formula" rid="e4">Eq. 4</xref> follow clear anti-crossing behaviors (<xref ref-type="fig" rid="F4">Figure&#x20;4C</xref>). The obtained &#x210f;&#x3a9; at zero detuning are respectively 57.58 and 73.48&#xa0;meV (<xref ref-type="sec" rid="s9">Supplementary Table S4</xref>). Although these values are both smaller than the corresponding experimental ones, the enhancement of &#x210f;&#x3a9; by chemical treatment agrees well with the experimental measurements. Most importantly, the COM results indicate that for the pristine heterostructure the two scattering peaks are due to the Fano interference because the 2&#xa0;g (57.58&#xa0;meV) is smaller than (&#x210f;&#x3b3;<sub>pl</sub>&#x2b;&#x210f;&#x3b3;<sub>ex</sub>)/2 (86.93&#xa0;meV). In contrast, for the chemically-treated heterostructure, the 2&#xa0;g &#x3d; 73.48&#xa0;meV &#x3e; (&#x210f;&#x3b3;<sub>pl</sub>&#x2b;&#x210f;&#x3b3;<sub>ex</sub>)/2 &#x3d; 65.84&#xa0;meV can be observed. Therefore, the chemical treatment can tune the heterostructure from a weak coupling regime into a strong coupling one, which is corroborated with the experimental findings.</p>
<p>With the COM fitting results, the mechanisms on the chemical tuning of resonance coupling can be understood. Specifically, TFSI solution can effectively passivate/repair the defects and impurities on the monolayer WS<sub>2</sub>. This can enhance the exciton transition dipole moment and reduce the damping rate. A larger transition dipole moment can generate a stronger oscillator strength, and a smaller damping rate can lead to a longer exciton lifetime. These two outcomes will both enhance the resonance coupling between the LPM and exciton transition, making the system transfer from a weak coupling regime into a strong coupling regime.</p>
<p>We need to point out that the chemical tuning approach reported in our current study is very slow, which is a main drawback in our proposal. The tuning speed is about 30 s, because the monolayer WS<sub>2</sub> has to be incubated into the TFSI solution for such a long time to remove and repair the surface defects. Currently, it is a challenge to accelerate the chemical tuning on the resonance coupling, which is limited by the intrinsic materials properties in the monolayer WS<sub>2</sub>. We anticipate that the tuning speed can be improved by increasing the incubation temperature, which can help accelerate the chemical reactions responsible for defects repair. Another issue is the stability of the chemical tuning approach. Generally, the defects removed by surface passivation will be recovered after exposure to water and commonly used organic solvents. Therefore, to improve the stability of the chemical tuning, preservation and encapsulation of the heterostructure should be considered. Previous studies have demonstrated that some polymer with environmental stability and high optical transparency, such as CYTOP and amorphous perfluorinated polymer, have been applied to encapsulate the TMDCs (<xref ref-type="bibr" rid="B25">Kim et&#x20;al., 2017</xref>). They can therefore be employed to encapsulate the incubated heterostructures to extend the tuning effect on the resonance coupling.</p>
</sec>
<sec sec-type="conclusion" id="s4">
<title>Conclusion</title>
<p>In summary, we successfully demonstrate chemical tuning on the resonance coupling between LSPR in individual gold nanorod and 2D excitons in monolayer WS<sub>2</sub> flake. By incubating the heterostructures into TFSI solution, defects and impurities in WS<sub>2</sub> will be reduced, which can enhance the exciton transition dipole moment and reduce the damping rate. These will lead to stronger coupling strengths between the LSPR and 2D excitons. Consequently, the splitting energies between the two DF scattering peaks become larger for the incubated individual heterostructures. The mode splitting energy increases from 94.96 to 105.32&#xa0;meV, indicating that the resonance coupling evolves from a weak coupling regime to a strong coupling one. These results can be verified with those obtained from FDTD simulations and COM analyses. We believe that the findings in our study can on one hand provide an efficient approach for tailoring the interactions between plasmonic nanostructures and 2D semiconductors, and on the other hand help to improve our understanding on light&#x2212;matter interactions at nanoscale.</p>
</sec>
</body>
<back>
<sec id="s5">
<title>Data Availability Statement</title>
<p>The original contributions presented in the study are included in the article/<xref ref-type="sec" rid="s10">supplementary material</xref>, further inquiries can be directed to the corresponding author.</p>
</sec>
<sec id="s6">
<title>Author Contributions</title>
<p>HC and SD conceived the study and supervised the project.SW prepared the heterostructures, characterized the resonance coupling, conducted the FDTD simulations, and performed the COM analyses. SD helped prepare the samples and characterizations. SW, SD, KC, HC, and SD. analyzed the data and discussed the results. The article was written through contributions of all authors. All authors have given approval to the final version of the manuscript.</p>
</sec>
<sec id="s7">
<title>Funding</title>
<p>We acknowledge support from the National Key Basic Research Program of China (grant no. 2019YFA0210203), the National Natural Science Foundation of China (grant nos. 91963205 and 11904420), Guangdong Basic and Applied Basic Research Foundation (grant no. 2020A1515011329). H.C. acknowledges the support from Changjiang Young Scholar Program.</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>
<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/fmats.2021.744275/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fmats.2021.744275/full&#x23;supplementary-material</ext-link>
</p>
<supplementary-material xlink:href="DataSheet1.docx" id="SM1" mimetype="application/docx" xmlns:xlink="http://www.w3.org/1999/xlink"/>
</sec>
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