Yongqian Cui, Xinxin Liang, Ying Wang, Jingyi Wang, Jenyuk Lohwacharin, Eric Lichtfouse, Chuanyi Wang
{"title":"Advances in Hydrogel-Based Photothermal Interfacial Solar Steam Generation: Classifications, Mechanisms, and Applications","authors":"Yongqian Cui, Xinxin Liang, Ying Wang, Jingyi Wang, Jenyuk Lohwacharin, Eric Lichtfouse, Chuanyi Wang","doi":"10.1002/adfm.202509130","DOIUrl":"https://doi.org/10.1002/adfm.202509130","url":null,"abstract":"The growing global demand for freshwater has driven considerable attention toward photothermal interfacial solar steam generation (PISSG), where hydrogels are widely used due to their excellent water absorption, efficient environmental friendliness, and favorable interface properties. However, recent review mostly focuses on photothermal materials' design and the mechanisms for reducing evaporation enthalpy, with limited discussion on diverse substrates, physicochemical properties of hydrogels, and thermodynamic analysis during the PISSG. This work aims to systematically review the current progress of hydrogel-based PISSG and the challenges in practical applications. It begins with the classification of hydrogels on different substrates, mainly including cellulose, polyvinyl alcohol, polyacrylamide, and sodium alginate. Subsequently, the properties of hydrogels, photothermal conversion mechanism, and thermodynamics of interfacial evaporation are highlighted to illustrate how hydrogels optimize PISSG. Furthermore, the practical applications, ranging from seawater desalination, wastewater purification, photocatalytic degradation, multiple energy harvesting and conversion, and sterilization are broadly presented. Finally, the future research directions are proposed. Through this review, a comprehensive understanding of hydrogel-based evaporators in PISSG is proposed to address potential issues in both fundamental research and practical applications, thereby contributing to the resolution of global water scarcity challenges.","PeriodicalId":112,"journal":{"name":"Advanced Functional Materials","volume":"102 1","pages":""},"PeriodicalIF":19.0,"publicationDate":"2025-06-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144269343","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Pathways to Realize High-Energy Density Aqueous Redox Flow Batteries","authors":"Yiqiao Wang, Hu Hong, Zhiquan Wei, Xinru Yang, Dedi Li, Shengnan Wang, Chunyi Zhi","doi":"10.1002/adfm.202507320","DOIUrl":"https://doi.org/10.1002/adfm.202507320","url":null,"abstract":"The transition to renewable energy is hindered by the intermittency of sources like solar and wind, necessitating advanced energy storage solutions. Aqueous redox flow batteries (ARFBs) have emerged as a promising technology for long-duration, grid-scale energy storage due to their advantages in safety, scalability, and independent tunability of power and energy capacities. Enhancing energy density is crucial for reducing system costs and facilitating large-scale deployment. In this review, key parameters and strategies for boosting the energy density of ARFBs are summarized, including optimizing material solubility and electron-transfer capabilities, developing novel redox pairs, and improving system design to reduce polarization losses. Despite significant progress, challenges remain—such as developing suitable materials, the optimal matching of electrodes, electrolytes, and membranes, and scaling systems for industrial applications. Advanced characterization tools, AI-driven simulations, and continued research on new materials and system engineering will be essential for overcoming these barriers. With ongoing innovation, ARFBs hold tremendous promise of substantially contributing to the integration of renewable energy.","PeriodicalId":112,"journal":{"name":"Advanced Functional Materials","volume":"90 1","pages":""},"PeriodicalIF":19.0,"publicationDate":"2025-06-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144260684","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Anirudha Shekhawat, Debanjan Das, Ridha Zerdoumi, Muhammad Adib Abdillah Mahbub, Bashir Eid, Shubhadeep Chandra, Sabine Seisel, Wolfgang Schuhmann
{"title":"Defect-Induced Selectivity Modulation Using Copper Triazole Molecular Frameworks for Electrochemical CO2 Reduction","authors":"Anirudha Shekhawat, Debanjan Das, Ridha Zerdoumi, Muhammad Adib Abdillah Mahbub, Bashir Eid, Shubhadeep Chandra, Sabine Seisel, Wolfgang Schuhmann","doi":"10.1002/adfm.202506172","DOIUrl":"https://doi.org/10.1002/adfm.202506172","url":null,"abstract":"Metal–organic frameworks (MOFs) are considered promising electrocatalytic materials due to their adjustable coordination bonds between metal ions and organic ligands. The abundance of metal centers within MOFs offers potential active sites. However, the limited availability of adsorption sites in the case of fully coordinated metal ions might lead to insufficient electrocatalytic activity. The selectivity is tuned during the electrochemical CO<sub>2</sub> reduction reaction (eCO<sub>2</sub>RR) using Cu-1H-1,2,3-triazole MOF from C<sub>1</sub> products to C<sub>2+</sub> products by generating defects to enable a local increase in CO<sup>*</sup> coverage, thus improving eCO<sub>2</sub>RR performance. The catalyst exhibits ≈78.4% of total Faradaic efficiency for C<sub>2+</sub> products at −200 mA cm<sup>−2</sup> current density in 1.0 <span>m</span> KOH as electrolyte.","PeriodicalId":112,"journal":{"name":"Advanced Functional Materials","volume":"20 1","pages":""},"PeriodicalIF":19.0,"publicationDate":"2025-06-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144252863","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Manipulating Ion-Dipole Interaction in CsPbBr3 Quantum Dots for Efficient and Stable Perovskite Light-Emitting Diodes","authors":"Peijin Ma, Yizhao Qing, Bing Han, Changxiao Li, Biao Zhao, Zhan'ao Tan","doi":"10.1002/adfm.202507566","DOIUrl":"https://doi.org/10.1002/adfm.202507566","url":null,"abstract":"Perovskite quantum dots (PQDs) show significant application potential in next-generation lighting and displays due to the favorable optoelectrical features and good solution processability. However, the ionic nature with high surface energy and metastable structure of PQDs limits the stability. Here a facile approach is reported for realizing stable CsPbBr<sub>3</sub> PQDs based on ion-dipole interaction, in which ammonium bromide is used as a bromine source to achieve the regulation of PQDs precursor and tri(o-tolyl) phosphine is utilized as a short-chain ligand to modulate the ligand composition on the surface of PQDs. By the synergistic effect of precursor and long/short-chain ligands, bright CsPbBr<sub>3</sub> PQDs are synthesized with a near-unity photoluminescence quantum yield and long TRPL lifetime of 285.98 ns. More importantly, the CsPbBr<sub>3</sub> PQDs show excellent long-term stability toward water, light, and heat, in which the initial fluorescence intensity can remain 80% after dispersion in water for 7 days and 82% underhigh-temperature treatment at 433K. Further, highly efficient perovskite electroluminescent light-emitting diodes (PeLEDs) are constructed with a maximum external quantum efficiency (EQE<sub>max</sub>) of 25.88%. This established strategy achieves the EQE<sub>max</sub> record for PeLEDs prepared from bulk-modified CsPbBr<sub>3</sub> PQDs, and breaks the barrier between simultaneously improving material stability and device efficiency, providing a powerful platform for the future development of high-quality PQDs with significant applications.","PeriodicalId":112,"journal":{"name":"Advanced Functional Materials","volume":"28 1","pages":""},"PeriodicalIF":19.0,"publicationDate":"2025-06-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144252870","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"High-Gain Integrated Complementary Inverters Using Doping-Free MoTe2 Transistors","authors":"Weihan Xu, Huicong Li, Yipei Xie, Miaojin Jiang, Erjuan Guo, Tianyou Zhai","doi":"10.1002/adfm.202509428","DOIUrl":"https://doi.org/10.1002/adfm.202509428","url":null,"abstract":"Two-dimensional (2D) semiconductors have been used in pseudo complementary metal-oxide-semiconductor (CMOS) inverters due to their superior transistor performance. However, technological incompatibilities of 2D materials hinder the integration of complementary circuits, resulting in low gain and limited performance. This study presents a simple, doping-free method for integrating a complementary inverter array on a MoTe<sub>2</sub> active layer, enabling seamless integration of both n-type and p-type transistors. The doping-free MoTe<sub>2</sub> complementary inverter array performs robust logical operations with excellent uniformity. The p-type MoTe<sub>2</sub> transistor in the array achieves an impressive switching ratio of >10<sup>7</sup> and carrier mobility of 22.6 cm<sup>2</sup>V<sup>−1</sup>s<sup>−1</sup>. A maximum high gain of 11 at <i>V</i><sub>DD</sub> = 5 V is achieved for the inverters with SiO<sub>2</sub> as dielectric. Further integration of a hexagonal boron nitride dielectric enhances electrostatic control, resulting in a record-high voltage gain over 300 at <i>V</i><sub>DD</sub> = 4 V. This work not only advances the integration of high-performance logic circuits on 2D materials but also paves the way for future applications in next-generation 2D electronic devices.","PeriodicalId":112,"journal":{"name":"Advanced Functional Materials","volume":"90 1","pages":""},"PeriodicalIF":19.0,"publicationDate":"2025-06-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144252872","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Thomas Gaillard, Arianna Bertero, Christine Joly-Duhamel, Christine Biolley, Bartolomeo Coppola, Nicolas Brun, Anne Galarneau, Tangi Aubert
{"title":"3D Printing of Functional Mesoporous Silica Monoliths with Embedded Metal and MOF Components","authors":"Thomas Gaillard, Arianna Bertero, Christine Joly-Duhamel, Christine Biolley, Bartolomeo Coppola, Nicolas Brun, Anne Galarneau, Tangi Aubert","doi":"10.1002/adfm.202509897","DOIUrl":"https://doi.org/10.1002/adfm.202509897","url":null,"abstract":"The advent of 3D printing has transformed the field of manufacturing, offering unprecedented opportunities to create complex structures. Digital light processing (DLP)-based stereolithography has been widely adopted by material scientists, and DLP printers are now commonly available. However, despite its innovative nature, 3D printing remains limited in terms of material compatibility, which has largely been restricted to organic polymers and their composite derivatives. The direct printing of inorganic and functional structures remains challenging. To expand the potential of 3D printing to a broader spectrum of emerging materials, a new type of inks based on photo-cross-linkable nanoparticles is developed. Specifically, silica nanocages functionalized with methacrylate ligands enable the direct printing of mesoporous silica monoliths, eliminating the need for additional organic binders or calcination. Innovative functionalized inks are further developed by adding metal salts (Co, Ni, Cu, and Pd) into the silica inks allowing the selective positioning of different metallic zones along a monolith. In addition, a complementary strategy is presented for the in situ growth of microporous metal-organic frameworks (HKUST-1) within printed mesoporous silica monoliths. These fabrication strategies pave the way for designing hierarchical architectures suitable for a wide range of catalytic and environmental applications, including reactors for cascade reactions and CO<sub>2</sub> capture.","PeriodicalId":112,"journal":{"name":"Advanced Functional Materials","volume":"60 1","pages":""},"PeriodicalIF":19.0,"publicationDate":"2025-06-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144252868","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Xinyu Bu, Jianwen Peng, Hongda Zhou, Yue Zhang, Zexi Shao, Zhe Wang, Ruitao Wang, Yanji Zhu, Huaiyuan Wang
{"title":"Computational Optimized Durable Antireflective Coatings with Liquid-Repellency for Enhanced Photovoltaic Efficiency","authors":"Xinyu Bu, Jianwen Peng, Hongda Zhou, Yue Zhang, Zexi Shao, Zhe Wang, Ruitao Wang, Yanji Zhu, Huaiyuan Wang","doi":"10.1002/adfm.202507056","DOIUrl":"https://doi.org/10.1002/adfm.202507056","url":null,"abstract":"Antireflective coatings (ARCs) represent a compelling approach for sustainably improving power conversion efficiency (PCE) in photovoltaic (PV) panels by mitigating optical energy losses arising from surface reflection. Nevertheless, the rational design of ARCs with hierarchical gradient refractive index (GRIN), particularly the further integration of liquid repellency and mechanochemical durability, remains a significant challenge. Here, a computational-experimental synergistic paradigm that concurrently optimizes optical gradients and surface functionalities to address these limitations is demonstrated. Finite-difference time-domain (FDTD) simulations are employed to rationally optimize the size of silica nanoparticles (SNs) for broadband suppression of angular-dependent reflection and scattering. Guided by theoretical modeling, the refractive index profile of SNs is precisely modulated within a tri-layer designed GRIN configuration to facilitate interfacial phase coherence. A fluoride-free omniphobic modification is introduced via sequential silane vapor deposition and subsequent polysiloxane grafting. This functionalization endows the liquid-repellent GRIN antireflective coating (LGAC) coated glass with a peak transmittance of ≈99.5% within the visible spectrum, while simultaneously imparting self-cleaning properties. Furthermore, LGAC contributes to a relative PCE enhancement exceeding 7.1% in PV cells. Its exceptional mechanochemical durability positions it as a promising candidate for enduring performance enhancement and protection of PV panels under variable environmental conditions.","PeriodicalId":112,"journal":{"name":"Advanced Functional Materials","volume":"92 1","pages":""},"PeriodicalIF":19.0,"publicationDate":"2025-06-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144252873","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Shunlian Ning, Yongqi Jian, Guang-Qiang Yu, Jinchang Xu, Ming-Hsien Lee, Dawei Wang, HongYan Chen, Mihail Barboiu, Xiaojun Liu, Dengke Zhao, Linjing Yang, Nan Wang
{"title":"Dynamic Electron Spring Effect in Hollow Fe2O3/CoSe2 Heterostructure Enhance Ethanol Electro-Oxidation Activity and Stability","authors":"Shunlian Ning, Yongqi Jian, Guang-Qiang Yu, Jinchang Xu, Ming-Hsien Lee, Dawei Wang, HongYan Chen, Mihail Barboiu, Xiaojun Liu, Dengke Zhao, Linjing Yang, Nan Wang","doi":"10.1002/adfm.202509007","DOIUrl":"https://doi.org/10.1002/adfm.202509007","url":null,"abstract":"Developing efficient non-noble electrocatalysts with high activity and selectivity for ethanol oxidation reaction (EOR) across a wide potential range remains a significant challenge in hybrid energy systems. Herein, hollow Fe<sub>2</sub>O<sub>3</sub>/CoSe<sub>2</sub> heterostructures (H-Fe<sub>2</sub>O<sub>3</sub>/CoSe<sub>2</sub>@C) via interface engineering are reported as highly effective EOR promising electrocatalysts. Characterizations reveal that Fe<sub>2</sub>O<sub>3</sub> functions as a dynamic electron spring to tune the electronic structure of Co sites, accelerating the formation of the Fe<sub>2</sub>O<sub>3</sub>/CoOOH heterostructure while suppressing Fe<sub>2</sub>O<sub>3</sub>/CoO<sub>2</sub> evolution. In situ Raman spectroscopy and theoretical calculation confirm that the Fe<sub>2</sub>O<sub>3/</sub>CoOOH heterostructure enhances EOR kinetics and lowers the energy barrier of the potential-determining step. Quasi in situ X-ray photoelectron spectroscopy further demonstrates that Fe<sub>2</sub>O<sub>3</sub> stabilizes Co<sup>3+</sup>against overoxidation, expanding the operational potential window. Consequently, H-Fe<sub>2</sub>O<sub>3</sub>/CoSe<sub>2</sub>@C achieves outstanding EOR performance, exhibiting 10 mA cm<sup>−2</sup> @1.30 V vs. RHE with a high faradaic efficiency of 99% at 1.30 V. Ethanol-assisted Zn-Air battery/water splitting devices based on H-Fe<sub>2</sub>O<sub>3</sub>/CoSe<sub>2</sub>@C demonstrate enhanced energy conversion efficiency, with voltage reduced by 210 and 180 mV at 10 mA cm<sup>−2</sup>, respectively. This work provides critical insights for designing heterostructure electrocatalysts and advancing the utilization of biomass energy.","PeriodicalId":112,"journal":{"name":"Advanced Functional Materials","volume":"8 1","pages":""},"PeriodicalIF":19.0,"publicationDate":"2025-06-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144252897","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Topological Insulator Layered Bi2Te3 Based 3D-Printed Nanocarbon Electrode for Rechargeable Aqueous Ammonium-Ion Battery","authors":"Sunny Nandi, Martin Pumera","doi":"10.1002/adfm.202506723","DOIUrl":"https://doi.org/10.1002/adfm.202506723","url":null,"abstract":"Rechargeable aqueous ammonium-ion batteries (AIBs) hold great potential for sustainable energy storage due to their low cost, high safety, and outstanding electrochemical characteristics. However, their development is hindered by the limited availability of suitable anode materials. Herein, we propose for the first time the use of a topological insulator, bismuth telluride (Bi<sub>2</sub>Te<sub>3</sub>), as a novel anode material integrated onto a 3D printed nanocarbon electrode (3DpCE) for NH<sub>4</sub><sup>+</sup> ion storage. Taking advantage of the 3D porous framework and the non-metallic nature of NH<sub>4</sub><sup>+</sup> ions, Bi<sub>2</sub>Te<sub>3</sub>@3DpCE exhibits a higher discharge capacity of 128 mAh g<sup>−1</sup> at 0.5 A g<sup>−1</sup> with lower polarization, and better cycling stability compared to metallic ions such as Li<sup>+</sup> and Na<sup>+</sup>. Through various ex-situ characterizations, we also reveal the plausible NH<sub>4</sub><sup>+</sup> storage mechanism. A full cell based on a “rocking-chair” configuration is constructed using copper hexacyanoferrate (CuHCF) as the cathode. The CuHCF@3DpCE//Bi<sub>2</sub>Te<sub>3</sub>@3DpCE full cell in 1 M (NH<sub>4</sub>)<sub>2</sub>SO<sub>4</sub> electrolyte delivers a high energy density of 134.8 Wh kg<sup>−1</sup> and a power density of 1800 W kg<sup>−1</sup>, outperforming previously reported AIBs. Furthermore, the recyclability of the used 3D printed nanocarbon electrode is demonstrated, highlighting its eco-friendly potential. These findings offer a promising pathway toward high-performance, sustainable, next-generation AIB technologies.","PeriodicalId":112,"journal":{"name":"Advanced Functional Materials","volume":"51 1","pages":""},"PeriodicalIF":19.0,"publicationDate":"2025-06-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144260686","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"High-Precision Multibit Opto-Electronic Synapses Based on ReS2/h-BN/Graphene Heterostructure for Energy-Efficient and High-Accuracy Neuromorphic Computing","authors":"Zheyu Yang, Shida Huo, Zhe Zhang, Fanying Meng, Baiyan Liu, Yue Wang, Yuexuan Ma, Zhiyuan Wang, Junxi Xu, Qijia Tian, Yaohui Wang, Yingxuan Ding, Xiaodong Hu, Yuan Xie, Shuangqing Fan, Caofeng Pan, Enxiu Wu","doi":"10.1002/adfm.202509119","DOIUrl":"https://doi.org/10.1002/adfm.202509119","url":null,"abstract":"Neuromorphic computing integrates sensing, memory, and computation to surpass the von Neumann bottleneck. Opto-electronic synapses, capable of handling both optical and electrical signals, closely emulate biological synapses and enable advanced neuromorphic functionalities. Among them, optoelectronic floating-gate transistors (OEFGTs) based on 2D van der Waals (vdW) heterostructures offer high bandwidth, minimal crosstalk, and multilevel data storage. However, improving optical synaptic weights remains crucial for enhancing learning efficiency and reducing power consumption. In this study, an OEFGT-based opto-electronic synapse using a rhenium disulfide/hexagonal boron nitride/graphene (ReS₂/h-BN/Gra) vdW heterostructure is demonstrated. This device achieves unprecedented high-precision multibit optical synaptic weights, reaching 1024 discrete levels (10-bit resolution)—the highest reported for 2D-material-based OEFGTs. Consequently, it realizes ultra-low energy consumption (500 fJ/spike) and various synaptic behaviors, including electrical and optical paired-pulse facilitation, depression, and spike-timing-dependent plasticity. Furthermore, the device successfully mimics classical conditioning (Pavlov's dog experiment), and primate associative learning, and performs reconfigurable logic operations (“AND”, “OR”, and “NIMP”). An optoelectronic neural network incorporating this synapse achieved 98.8% accuracy after 200 epochs in a color vision recognition task. This work highlights significant potential for OEFGT-based optoelectronic synapses with multibit optical weights in energy-efficient, high-performance neuromorphic computing.","PeriodicalId":112,"journal":{"name":"Advanced Functional Materials","volume":"26 1","pages":""},"PeriodicalIF":19.0,"publicationDate":"2025-06-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144252859","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}