{"title":"Regulating Circularly Polarized Luminescence in Zero-Dimensional Chiral Hybrid Metal Halides","authors":"Yulian Liu, Yi Wei, Zewei Quan","doi":"10.1021/accountsmr.5c00033","DOIUrl":"https://doi.org/10.1021/accountsmr.5c00033","url":null,"abstract":"Polarization reflects the inherent properties of light. Circularly polarized light, in which the electric field rotates in a circle along the direction of propagation, contains rich optical information and exhibits angle-independent characteristics. This feature makes it widely applicable in asymmetric synthesis, 3D display, and light-emitting devices. Research on circularly polarized luminescence (CPL) has garnered significant attention in recent years. CPL-active materials range from small molecules to supermolecules and from chiral rare-earth complexes to nanosuperstructures. With advancements in developing new materials and technology in chiral science, this field has rapidly developed, and extensive efforts are focused on the development of CPL-active materials with both high photoluminescence quantum yield (PLQY) and large luminescence dissymmetry factor (g<sub>lum</sub>). Among these materials, zero-dimensional (0D) chiral hybrid metal halides (CHMHs) characterized by isolated inorganic polyhedra, which combine the chirality of organic cations with excellent photophysical properties of inorganic polyhedra, have emerged as a promising class of CPL-active materials. Despite recent advancements in the design and preparation of CPL-active 0D CHMHs, several challenges remain. Considering the demands of real applications, high PLQY, large g<sub>lum</sub> value, and a range of CPL colors are all required.","PeriodicalId":72040,"journal":{"name":"Accounts of materials research","volume":"224 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2025-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143893990","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Functional Thin Films: From Interfacial Preparation to Applications","authors":"Yan Luo, Xiaoyan Liu* and Yu Fang*, ","doi":"10.1021/accountsmr.4c0040010.1021/accountsmr.4c00400","DOIUrl":"https://doi.org/10.1021/accountsmr.4c00400https://doi.org/10.1021/accountsmr.4c00400","url":null,"abstract":"<p >Functional thin films prepared through interfacial polymerization (IP) have garnered significant attention due to their unique structural characteristics and wide-ranging application potential. These films are typically fabricated at air–liquid or liquid–liquid interfaces, which create distinctive environments conducive to polymerization and thin film formation.</p><p >In the air–liquid interfacial polymerization (ALIP) process, reactive monomers self-assemble at the interface prior to polycondensation, allowing for the confined growth of two-dimensional materials. By carefully adjusting the monomer concentration, building block structure, and reaction time, it is possible to produce large-area, freestanding, defect-free thin films with a tunable thickness and porosity. These thin films exhibit strong adhesion, flexibility, and geometric continuity, making them particularly suitable for advanced applications in separation technologies, soft optics, catalysis, and environmental protection.</p><p >Liquid–liquid interfacial polymerization (LLIP) further expands the range of building blocks available for thin film preparation. The interface between two immiscible liquids provides an ideal platform for reactive molecules residing in different phases to interact, facilitating the growth of large-area, uniform, free-standing films with extensive porosity. The properties can be finely controlled by varying the building block structure, monomer concentration, and reaction time, highlighting their potential for scalable production of functional thin films.</p><p >The IP method effectively addresses challenges in thin film production such as substrate effects and mass transfer limitations, thereby enhancing the sensitivity and reliability of high-performance films. These advantages underscore the pivotal role of IP in the development of multifunctional thin films, offering distinct benefits over conventional top-down or bottom-up synthesis methods.</p><p >This Account presents recent research advancements achieved by our group in developing functional thin films via ALIP and LLIP. We first explore the preparation of various thin films with specific properties through Schiff base and Katritzky reactions. We then discuss their applications in fluorescence and colorimetric sensing, adsorption, separation, catalysis, soft actuators, flexible surface-enhanced Raman scattering (SERS) substrates, and nonlinear optics (NLO). Finally, we address the current challenges in developing interfacially confined films and propose future research directions aimed at advancing the innovation of thin films with unique physicochemical properties.</p>","PeriodicalId":72040,"journal":{"name":"Accounts of materials research","volume":"6 5","pages":"600–614 600–614"},"PeriodicalIF":14.0,"publicationDate":"2025-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144114771","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Functional Thin Films: From Interfacial Preparation to Applications","authors":"Yan Luo, Xiaoyan Liu, Yu Fang","doi":"10.1021/accountsmr.4c00400","DOIUrl":"https://doi.org/10.1021/accountsmr.4c00400","url":null,"abstract":"Functional thin films prepared through interfacial polymerization (IP) have garnered significant attention due to their unique structural characteristics and wide-ranging application potential. These films are typically fabricated at air–liquid or liquid–liquid interfaces, which create distinctive environments conducive to polymerization and thin film formation.","PeriodicalId":72040,"journal":{"name":"Accounts of materials research","volume":"114 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2025-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143893766","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Yaoyuan Zhang, Yi Dai, Hansheng Li, Guiyuan Jiang, Evgenii V. Kondratenko
{"title":"The Fundamentals for Efficient Non-oxidative Propane Dehydrogenation over ZrO2-Based Catalysts","authors":"Yaoyuan Zhang, Yi Dai, Hansheng Li, Guiyuan Jiang, Evgenii V. Kondratenko","doi":"10.1021/accountsmr.4c00395","DOIUrl":"https://doi.org/10.1021/accountsmr.4c00395","url":null,"abstract":"The activation of C–H bonds in light alkanes efficiently is a challenging yet crucial aspect of heterogeneous catalysis. This process is essential for converting abundant hydrocarbon feedstocks into valuable products. The non-oxidative propane dehydrogenation to propene (PDH) has attracted widespread attention due to the presence of cheap propane in shale and has become the basis of an important on-purpose technology to bridge the gap between propene production and demand. It is also an important model reaction for studying the fundamentals of C–H bond activation. Compared to traditional oil-based cracking processes, the PDH reaction has the following advantages: (1) abundant propane recourses, mainly from shale gas and refinery plants, (2) high selectivity to propene (above 90%), and (3) the composition of the products is simple and easy to separate. Currently, commercial PDH processes rely on the Catofin and Oleflex technologies developed by CB&I Lummus and UOP Company, which apply PtSn/γ-Al<sub>2</sub>O<sub>3</sub> and K–CrO<sub><i>x</i></sub>/γ-Al<sub>2</sub>O<sub>3</sub> catalysts, respectively. However, Pt-based catalysts are expensive and Cr(VI)O<sub><i>x</i></sub>-based catalysts are toxic, limiting their application to a certain degree. Therefore, the search for environmentally friendly and cost-effective PDH catalysts has become a key topic of ongoing research.","PeriodicalId":72040,"journal":{"name":"Accounts of materials research","volume":"34 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2025-04-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143889793","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Hongqiang Jin, Xiang Chen*, Yumin Da, Lei Fan, Rui Jiang and Wei Chen*,
{"title":"Advancing Multiscale-Coupled Heterointerface Catalysts for Enhanced Water Electrolysis","authors":"Hongqiang Jin, Xiang Chen*, Yumin Da, Lei Fan, Rui Jiang and Wei Chen*, ","doi":"10.1021/accountsmr.5c0005510.1021/accountsmr.5c00055","DOIUrl":"https://doi.org/10.1021/accountsmr.5c00055https://doi.org/10.1021/accountsmr.5c00055","url":null,"abstract":"<p >Green electricity powered water electrolysis stands out as a promising approach for hydrogen production, which is regarded as an ideal energy carrier due to its high energy density and clean combustion. However, its large-scale application is constrained by the high cost, stemming partially from the reliance on noble-metal-based catalysts to enhance the sluggish kinetics of hydrogen and oxygen evolution reactions. To address this challenge, multiscale-coupled heterointerface catalysts (MCHCs), which integrate single atoms, clusters, and nanoparticles into one independent system, have emerged as a potential alternative. They are composed of different active components at multiple scales to achieve strong synergistic effects, where single atoms provide highly active sites with unsaturated coordination environments, clusters enable tunable electronic properties to optimize intermediate binding, and nanoparticles contribute to conductive compensation and robust architecture. Through coupling engineering, these formed heterointerfaces can regulate electronic structures and geometric configurations to break the linear scaling relationship (LSR), simultaneously facilitating H<sub>2</sub>O activation and intermediate removal. Accordingly, such synergy enables the MCHCs to overcome thermodynamic and kinetic barriers in water electrolysis, significantly boosting the catalytic performance and durability.</p><p >Recent progress highlights significant advancements in MCHCs. By precisely tailoring the spatial distribution and interactions of multiscale active components, the MCHCs achieve superior reaction kinetics and long-term durability under harsh conditions of water electrolysis, which address the limitations of conventional single-component catalysts. However, the exact roles of multiscale active sites remain inadequately understood, restricting the ability to fully exploit their synergistic effects. Moreover, some key challenges, including the rational design of heterointerface structures, precise tuning of multicomponent interactions, and the development of advanced characterization techniques to elucidate structure-performance relationships, require more focused investigation. Overcoming these challenges through rational interface engineering and in-depth mechanism studies is crucial for exposing the full potential of MCHCs, which will pave a way for developing high-performance catalysts toward sustainable hydrogen production.</p><p >In this Account, we focus on the emerging role of MCHCs, which integrate multiple active sites across different scales to significantly enhance the catalytic performance. We comprehensively discuss the synergistic effects, design principles, and recent advancements in multiscale-coupled heterointerfaces for water electrolysis. First, we explain the origin of the sluggish kinetics of water electrolysis, emphasizing how MCHCs overcome these limitations through the precise regulation of electronic structures and geometri","PeriodicalId":72040,"journal":{"name":"Accounts of materials research","volume":"6 5","pages":"648–660 648–660"},"PeriodicalIF":14.0,"publicationDate":"2025-04-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144114682","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Yaoyuan Zhang*, Yi Dai, Hansheng Li, Guiyuan Jiang* and Evgenii V. Kondratenko*,
{"title":"The Fundamentals for Efficient Non-oxidative Propane Dehydrogenation over ZrO2-Based Catalysts","authors":"Yaoyuan Zhang*, Yi Dai, Hansheng Li, Guiyuan Jiang* and Evgenii V. Kondratenko*, ","doi":"10.1021/accountsmr.4c0039510.1021/accountsmr.4c00395","DOIUrl":"https://doi.org/10.1021/accountsmr.4c00395https://doi.org/10.1021/accountsmr.4c00395","url":null,"abstract":"<p >The activation of C–H bonds in light alkanes efficiently is a challenging yet crucial aspect of heterogeneous catalysis. This process is essential for converting abundant hydrocarbon feedstocks into valuable products. The non-oxidative propane dehydrogenation to propene (PDH) has attracted widespread attention due to the presence of cheap propane in shale and has become the basis of an important on-purpose technology to bridge the gap between propene production and demand. It is also an important model reaction for studying the fundamentals of C–H bond activation. Compared to traditional oil-based cracking processes, the PDH reaction has the following advantages: (1) abundant propane recourses, mainly from shale gas and refinery plants, (2) high selectivity to propene (above 90%), and (3) the composition of the products is simple and easy to separate. Currently, commercial PDH processes rely on the Catofin and Oleflex technologies developed by CB&I Lummus and UOP Company, which apply PtSn/γ-Al<sub>2</sub>O<sub>3</sub> and K–CrO<sub><i>x</i></sub>/γ-Al<sub>2</sub>O<sub>3</sub> catalysts, respectively. However, Pt-based catalysts are expensive and Cr(VI)O<sub><i>x</i></sub>-based catalysts are toxic, limiting their application to a certain degree. Therefore, the search for environmentally friendly and cost-effective PDH catalysts has become a key topic of ongoing research.</p><p >In this Account, we will summarize the research progress on the development of ecofriendly and cost-efficient bulk ZrO<sub>2</sub>-based catalysts for PDH reaction in our collaborative group during the last ten years. Their productivity and propene selectivity are very close to those of commercial-like CrO<sub><i>x</i></sub>-based catalysts. These alternative-type PDH catalysts were first introduced by us. We have also elucidated the fundaments relevant to controlling their activity and product selectivity. Our novel concept inspired other research groups to develop catalysts based on other typically nonreducible metal oxides. This Account will mainly focus on the structural regulations of ZrO<sub>2</sub>-based catalysts, which influence the C–H bond activation pathways as well as propene selectivity, catalyst activity, on-stream stability, and durability in the PDH reaction. First, the mechanistic aspects of propene and byproduct formation are briefly described to guide catalyst development. Second, we present the strategies used to regulate the PDH performance of ZrO<sub>2</sub>-based catalysts and provide molecular level details of propene and hydrogen formation. Our approaches were aimed at (1) controlling the crystallite size, phase composition, and morphology of bare ZrO<sub>2</sub>, (2) constructing binary MZrO<sub><i>x</i></sub> catalyst systems, such as LaZrO<sub><i>x</i></sub>, YZrO<sub><i>x</i></sub>, CrZrO<sub><i>x</i></sub>, and GaZrO<sub><i>x</i></sub>, and (3) introducing metal or metal oxide components on the surface of ZrO<sub>2</sub>-based materi","PeriodicalId":72040,"journal":{"name":"Accounts of materials research","volume":"6 5","pages":"589–599 589–599"},"PeriodicalIF":14.0,"publicationDate":"2025-04-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144114681","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Hongqiang Jin, Xiang Chen, Yumin Da, Lei Fan, Rui Jiang, Wei Chen
{"title":"Advancing Multiscale-Coupled Heterointerface Catalysts for Enhanced Water Electrolysis","authors":"Hongqiang Jin, Xiang Chen, Yumin Da, Lei Fan, Rui Jiang, Wei Chen","doi":"10.1021/accountsmr.5c00055","DOIUrl":"https://doi.org/10.1021/accountsmr.5c00055","url":null,"abstract":"Green electricity powered water electrolysis stands out as a promising approach for hydrogen production, which is regarded as an ideal energy carrier due to its high energy density and clean combustion. However, its large-scale application is constrained by the high cost, stemming partially from the reliance on noble-metal-based catalysts to enhance the sluggish kinetics of hydrogen and oxygen evolution reactions. To address this challenge, multiscale-coupled heterointerface catalysts (MCHCs), which integrate single atoms, clusters, and nanoparticles into one independent system, have emerged as a potential alternative. They are composed of different active components at multiple scales to achieve strong synergistic effects, where single atoms provide highly active sites with unsaturated coordination environments, clusters enable tunable electronic properties to optimize intermediate binding, and nanoparticles contribute to conductive compensation and robust architecture. Through coupling engineering, these formed heterointerfaces can regulate electronic structures and geometric configurations to break the linear scaling relationship (LSR), simultaneously facilitating H<sub>2</sub>O activation and intermediate removal. Accordingly, such synergy enables the MCHCs to overcome thermodynamic and kinetic barriers in water electrolysis, significantly boosting the catalytic performance and durability.","PeriodicalId":72040,"journal":{"name":"Accounts of materials research","volume":"93 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2025-04-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143889799","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Rui Zhang*, Mengxue Du, Katalee Jariyavidyanont, René Androsch*, Evgeny Zhuravlev and Christoph Schick*,
{"title":"Fast Scanning Calorimetry of Semicrystalline Polymers: From Fundamental Research to Industrial Applications","authors":"Rui Zhang*, Mengxue Du, Katalee Jariyavidyanont, René Androsch*, Evgeny Zhuravlev and Christoph Schick*, ","doi":"10.1021/accountsmr.5c0003110.1021/accountsmr.5c00031","DOIUrl":"https://doi.org/10.1021/accountsmr.5c00031https://doi.org/10.1021/accountsmr.5c00031","url":null,"abstract":"<p >The global production of polymer products currently exceeds 400 megatons annually. To ensure effective and environmentally responsible use of this vast resource, optimizing the properties of the products is essential. Achieving this requires precise control over the internal structure of the polymers. Depending on the materials used, polymers can exist in either amorphous or semicrystalline states. Processing is often performed from the melt state, and the cooling rate plays a critical role in determining whether amorphous or semicrystalline products are formed alongside other process parameters such as the pressure and shear rates.</p><p >To understand the structure formation during processing, knowledge of the cooling rate dependence is therefore essential. As all of these processes are associated with thermal effects, calorimetry is universally applicable here. Achieving cooling rates that are comparable to those during processing has therefore long been a challenge for calorimetric measurement methods. With the introduction of MEMS-based chip sensors for calorimetry, significant progress has been made in reproducing conditions, such as those that occur during injection molding. These special calorimetric techniques are often summarized under the terms Fast Scanning Calorimetry (FSC) or Nanocalorimetry, alluding to nanogram samples.</p><p >Investigations with controlled cooling rates of up to 1 × 10<sup>6</sup> K/s are now possible with special chip sensors and allow the study of material properties under extreme conditions. Technological issues such as crystallization and nucleation processes under process-relevant conditions can be investigated in most cases with commercial devices that achieve cooling rates of 10<sup>4</sup> K/s. The cooling rates to be considered in relation to various manufacturing processes are discussed here, and the functionality of corresponding chip calorimeters is briefly presented.</p><p >Since calorimetry only provides general information on the processes taking place in the material, but not directly on the resulting structures, combinations of FSC and methods for structure elucidation, e.g., microscopy, are also presented. The main part of this Account deals with contributions of FSC to the understanding of crystallization processes under conditions as they occur in different manufacturing processes. Not only the influence of the cooling rate during injection molding but also the multistage cooling by chill rolls during film production is considered.</p><p >Thanks to the high scanning rate of FSC, needed to bypass crystallization in the low-supercooling temperature range where heterogeneous nucleation dominates, an important aspect of polymer structure formation─homogeneous crystal nucleation─has become accessible for direct observation. Homogeneous nucleation can occur not only during cooling but also during storage at temperatures close to or even below the glass transition temperature in the amorphous st","PeriodicalId":72040,"journal":{"name":"Accounts of materials research","volume":"6 5","pages":"627–637 627–637"},"PeriodicalIF":14.0,"publicationDate":"2025-04-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144114622","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Rui Zhang, Mengxue Du, Katalee Jariyavidyanont, René Androsch, Evgeny Zhuravlev, Christoph Schick
{"title":"Fast Scanning Calorimetry of Semicrystalline Polymers: From Fundamental Research to Industrial Applications","authors":"Rui Zhang, Mengxue Du, Katalee Jariyavidyanont, René Androsch, Evgeny Zhuravlev, Christoph Schick","doi":"10.1021/accountsmr.5c00031","DOIUrl":"https://doi.org/10.1021/accountsmr.5c00031","url":null,"abstract":"The global production of polymer products currently exceeds 400 megatons annually. To ensure effective and environmentally responsible use of this vast resource, optimizing the properties of the products is essential. Achieving this requires precise control over the internal structure of the polymers. Depending on the materials used, polymers can exist in either amorphous or semicrystalline states. Processing is often performed from the melt state, and the cooling rate plays a critical role in determining whether amorphous or semicrystalline products are formed alongside other process parameters such as the pressure and shear rates.","PeriodicalId":72040,"journal":{"name":"Accounts of materials research","volume":"136 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2025-04-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143876324","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Synthesis of Homogeneous Plasmonic Nanostructures for Generating Uniform and Reproducible Photonic Environments","authors":"Yoonhee Kim, Yuna Kwak, Jihyeon Choi, Jwa-Min Nam","doi":"10.1021/accountsmr.5c00043","DOIUrl":"https://doi.org/10.1021/accountsmr.5c00043","url":null,"abstract":"The preserved bosonic nature of surface plasmon polaritons from incident photons allows plasmonic nanomaterials to serve as effective photonic platforms. The strong light–matter interaction occurring at the surface concentrates light energy within a narrow region, thereby altering the local density of optical states. This modified photonic environment is typically expressed as near-field enhancement and improves the transition probability of nearby molecules or quantum emitters. However, despite the potential of plasmonic nanostructures to act as signal-transducers, issues in generating reproducible and consistent photonic responses with these platforms hinder their wide use for practical applications. As the parameters of plasmonic modulation are highly sensitive to even minor differences in surface morphology, a key origin of fluctuation in optical responses is the physical heterogeneity of the constituent nanostructures themselves. Therefore, although statistical and analytical techniques can obtain optically consistent signals from plasmonic nanostructures, the necessity of synthesizing uniform plasmonic nanostructures to achieve identical optical signals is becoming ever-more evident.","PeriodicalId":72040,"journal":{"name":"Accounts of materials research","volume":"6 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2025-04-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143876242","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}