Materials Horizons最新文献

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Prediction of scale-free ferroelectricity in the elemental ferroelectric compound M2X5 with distinctive structural prototype. 具有独特结构原型的单质铁电化合物M2X5的无标度铁电性预测。
IF 12.2 2区 材料科学
Materials Horizons Pub Date : 2025-06-18 DOI: 10.1039/d4mh01908c
Huidong Wang, Xiaojun Shi, Ran Xia, Xiaoming Zhang
{"title":"Prediction of scale-free ferroelectricity in the elemental ferroelectric compound M<sub>2</sub>X<sub>5</sub> with distinctive structural prototype.","authors":"Huidong Wang, Xiaojun Shi, Ran Xia, Xiaoming Zhang","doi":"10.1039/d4mh01908c","DOIUrl":"https://doi.org/10.1039/d4mh01908c","url":null,"abstract":"<p><p>The combination of two-dimensional (2D) ferroelectrics (FEs) without dangling bonds and scale-free ferroelectricity with sharp domain walls provides unexpected opportunities for achieving reliable and high-density FE devices. Here we propose a distinctive structural prototype of displacive FEs from an experimentally prepared In<sub>2</sub>Te<sub>5</sub> compound, and find ferroelectricity can be triggered in the In<sub>2</sub>Te<sub>5</sub> monolayer by applying tensile strain to soften the transverse optical modes localized at the planar-coordinated Te chains, where the shielding effect of wrinkled spacer chains formed by vertex-sharing In-Te tetragons leads to scale-free ferroelectricity with independently switchable FE polarizations. Furthermore, elemental substitutions with experimental feasibility enable us to produce 2D scale-free FEs of this prototype by demonstrating the stability of M<sub>2</sub>S<sub>5</sub> (M = Al, Ga, In, Tl) and M<sub>2</sub>Se<sub>5</sub> (M = In, Tl) with intrinsic ferroelectricity. The FE polarizations stem from tailoring the chemical bonds of the chalcogen elements by using tensile strain or ionic radius differences, which gives the definite feature of elemental ferroelectricity but contained within compounds. We believe the M<sub>2</sub>X<sub>5</sub> monolayers with the distinctive structural prototype represent unique elemental ferroelectric compounds and will promote development of 2D scale-free ferroelectricity once realized in experiments.</p>","PeriodicalId":87,"journal":{"name":"Materials Horizons","volume":" ","pages":""},"PeriodicalIF":12.2,"publicationDate":"2025-06-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144315602","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Becoming a foodie in virtual environments: simulating and enhancing the eating experience with wearable electronics for the next-generation VR/AR. 在虚拟环境中成为美食家:用下一代VR/AR的可穿戴电子设备模拟和增强饮食体验。
IF 12.2 2区 材料科学
Materials Horizons Pub Date : 2025-06-18 DOI: 10.1039/d5mh00488h
Shaoru Cheng, Chunyu Yang, Qi Wang, Akhil Canumalla, Jinghua Li
{"title":"Becoming a foodie in virtual environments: simulating and enhancing the eating experience with wearable electronics for the next-generation VR/AR.","authors":"Shaoru Cheng, Chunyu Yang, Qi Wang, Akhil Canumalla, Jinghua Li","doi":"10.1039/d5mh00488h","DOIUrl":"https://doi.org/10.1039/d5mh00488h","url":null,"abstract":"<p><p>Human-machine interfaces (HMIs) have received significant attention for their potential in augmented reality (AR) and virtual reality (VR). Perception of food is an important component of human sensations closely related to healthcare and overall quality of life, which, however, is an underrepresented area in current VR/AR technologies. This review summarizes recent progress in simulating chemical and physical sensations for enhancing eating experiences by utilizing emerging wearable electronics. We start with a brief overview of the key sensory components that shape eating-related perceptions, including the widely studied physical cues (auditory, visual, tactile) as well as the often-overlooked chemical senses (olfactory, gustatory). Then, we review prior work on eating experience-related HMIs, organizing them according to two main categories: sensors used for information capture and actuators used for the simulation of sensations. In the following section, we further discuss the integration of these wearable electronics with hardware and software to build Internet-of-Things and advanced HMIs for human-in-the-loop interactions. The final section summarizes remaining challenges and provides an outlook on the development of eating experience related VR/AR technologies for various applications, with the goal of providing references and guidelines for future research efforts in this underexplored yet thriving field.</p>","PeriodicalId":87,"journal":{"name":"Materials Horizons","volume":" ","pages":""},"PeriodicalIF":12.2,"publicationDate":"2025-06-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144315600","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
High thermoelectric power factor in Ni-Fe alloy for active cooling applications. 用于主动冷却应用的Ni-Fe合金的高热电功率因数。
IF 12.2 2区 材料科学
Materials Horizons Pub Date : 2025-06-18 DOI: 10.1039/d5mh00524h
Shuai Li, Sree Sourav Das, Haobo Wang, Kacper Pryga, Sujit Bati, Bartlomiej Wiendlocha, Junichiro Shiomi, Jerrold A Floro, Prasanna V Balachandran, Mona Zebarjadi
{"title":"High thermoelectric power factor in Ni-Fe alloy for active cooling applications.","authors":"Shuai Li, Sree Sourav Das, Haobo Wang, Kacper Pryga, Sujit Bati, Bartlomiej Wiendlocha, Junichiro Shiomi, Jerrold A Floro, Prasanna V Balachandran, Mona Zebarjadi","doi":"10.1039/d5mh00524h","DOIUrl":"https://doi.org/10.1039/d5mh00524h","url":null,"abstract":"<p><p>Metallic thermoelectric materials are promising candidates for active cooling applications, where high thermal conductivity and a high thermoelectric power factor are essential to maximize effective thermal conductivity. While metals inherently possess high thermal and electrical conductivities, they typically exhibit low Seebeck coefficients. In this work, we create a database of the Seebeck coefficient of binary metallic alloys and apply machine learning techniques to identify alloys with large Seebeck coefficients. Specifically, we identify Ni-Fe as a promising candidate for active cooling around room temperature. We then fabricate Ni-Fe ingots and demonstrate thermoelectric power factor values as high as 120 μW cm<sup>-1</sup> K<sup>-2</sup> at 200 K for these stable alloys, which are composed of cost-effective and abundant elements. Furthermore, we demonstrate that the effective thermal conductivity of these alloys, under small temperature differences, can exceed that of pure copper within the 250-400 K temperature range.</p>","PeriodicalId":87,"journal":{"name":"Materials Horizons","volume":" ","pages":""},"PeriodicalIF":12.2,"publicationDate":"2025-06-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144315601","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Multivariate modulation of Zr6 UiO-66 for enhanced cooperative CO2 adsorption through defect multi-functionalisation. Zr6 UiO-66缺陷多功能化对CO2协同吸附的多元调控。
IF 12.2 2区 材料科学
Materials Horizons Pub Date : 2025-06-17 DOI: 10.1039/d5mh00650c
Carmen Rosales-Martínez, Sousa Javan Nikkhah, Marcileia Zanatta, Juan Carlos Martínez, Matthias Vandichel, Isabel Abánades Lázaro
{"title":"Multivariate modulation of Zr<sub>6</sub> UiO-66 for enhanced cooperative CO<sub>2</sub> adsorption through defect multi-functionalisation.","authors":"Carmen Rosales-Martínez, Sousa Javan Nikkhah, Marcileia Zanatta, Juan Carlos Martínez, Matthias Vandichel, Isabel Abánades Lázaro","doi":"10.1039/d5mh00650c","DOIUrl":"https://doi.org/10.1039/d5mh00650c","url":null,"abstract":"<p><p>The multivariate modulation of MOFs allows for the simultaneous introduction of multiple functionalities at defect sites during synthesis, enhancing the MOF porosity. By the thoughtful choice of modulators' functionalities targeted at CO<sub>2</sub> adsorption, the designed dimodulated MOF, UiO-66-NH<sub>2</sub>/SO<sub>3</sub>, has a 6.6 mmol g<sup>-1</sup> CO<sub>2</sub> adsorption at 273 K and 1 bar, a 2.3-fold increase compared to the pristine MOF and a 1.6-fold enhancement compared to the single-modulated MOFs. This enhancement is due to the cooperative effect of functional units, which is supported by Monte Carlo simulations.</p>","PeriodicalId":87,"journal":{"name":"Materials Horizons","volume":" ","pages":""},"PeriodicalIF":12.2,"publicationDate":"2025-06-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144309324","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Advances in conductive filler-integrated hydrogels and derived aerogels: innovative strategies for electromagnetic interference shielding. 导电填料集成水凝胶及其衍生气凝胶的研究进展:电磁干扰屏蔽的创新策略。
IF 12.2 2区 材料科学
Materials Horizons Pub Date : 2025-06-17 DOI: 10.1039/d5mh00577a
Changzheng Zhang, Yawen Zhang, Yang Wang, Yi Huang
{"title":"Advances in conductive filler-integrated hydrogels and derived aerogels: innovative strategies for electromagnetic interference shielding.","authors":"Changzheng Zhang, Yawen Zhang, Yang Wang, Yi Huang","doi":"10.1039/d5mh00577a","DOIUrl":"https://doi.org/10.1039/d5mh00577a","url":null,"abstract":"<p><p>As wireless communication networks move into higher frequency bands and electronic devices evolve towards higher integration and wearability, the resulting electromagnetic interference (EMI) and pollution have become increasingly severe. Consequently, the development of advanced EMI shielding materials capable of ultra-broadband compatibility, multifunctional and wearability has emerged as an essential and urgent task. Conductive filler-integrated hydrogels (CFHs) demonstrate remarkable application prospects as an innovative multifunctional EMI shielding material, due to their tunable electrical conductivity, excellent flexibility, self-healing ability, and environmental and biological friendliness. This review commences by delving into the EMI shielding mechanisms of CFHs, exploring the crucial factors that affect their shielding performance, including water molecules, porous structures, and the type of conductive fillers. Subsequently, the fabrication methods and comprehensive performances of CFHs incorporating various conductive fillers, as well as different aerogels derived from CFHs, are systematically summarized. Finally, the potential challenges hindering the practical application of CFHs and their derived aerogels are discussed, and perspectives on how to overcome these challenges in future research are provided, thereby offering insightful guidance for the design of novel CFHs and aerogels for efficient and multifunctional EMI shielding.</p>","PeriodicalId":87,"journal":{"name":"Materials Horizons","volume":" ","pages":""},"PeriodicalIF":12.2,"publicationDate":"2025-06-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144309321","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
High O2 tolerant metal-based catalysts for selective H2O2 reduction by constructing an ultra-thin oxide passivation layer. 高耐氧金属基催化剂通过构建超薄氧化钝化层来选择性还原H2O2。
IF 12.2 2区 材料科学
Materials Horizons Pub Date : 2025-06-17 DOI: 10.1039/d5mh00716j
Yaolan Li, Zhenyao Ding, Yifan Zhou, Zhiping Liu, Lihui Huang, Liping Chen, Xinjian Feng
{"title":"High O<sub>2</sub> tolerant metal-based catalysts for selective H<sub>2</sub>O<sub>2</sub> reduction by constructing an ultra-thin oxide passivation layer.","authors":"Yaolan Li, Zhenyao Ding, Yifan Zhou, Zhiping Liu, Lihui Huang, Liping Chen, Xinjian Feng","doi":"10.1039/d5mh00716j","DOIUrl":"https://doi.org/10.1039/d5mh00716j","url":null,"abstract":"<p><p>The design and development of highly selective and sensitive methods for the electrochemical reduction and detection of hydrogen peroxide (H<sub>2</sub>O<sub>2</sub>) are of paramount importance, as H<sub>2</sub>O<sub>2</sub> is closely associated with various disease biomarkers. Although frequently used H<sub>2</sub>O<sub>2</sub> reduction catalysts can avoid influence from many interferences, their inability to simultaneously prevent the oxygen reduction reaction (ORR) during H<sub>2</sub>O<sub>2</sub> detection presents a significant limitation. In this study, a selective sensing platform based on noble metal/tin oxide (NM/SnO<sub>2</sub>) was fabricated by depositing an ultra-thin passivation layer of SnO<sub>2</sub> onto noble metal catalysts using atomic layer deposition (ALD) technology. The amorphous SnO<sub>2</sub> layer effectively inhibits O<sub>2</sub> diffusion to the metal/oxide interface, endowing NM/SnO<sub>2</sub> with remarkable tolerance to the ORR and enhancing its selectivity and performance in the electrochemical detection of H<sub>2</sub>O<sub>2</sub>. Based on this sensing platform, a series of bioassay systems were developed that can accurately detect multiple biomarkers, including glucose, lactate, and choline. This work provides a straightforward and controllable strategy for fabricating ORR-tolerant H<sub>2</sub>O<sub>2</sub> reduction catalysts, with promising applications in electroanalysis and clinical diagnosis.</p>","PeriodicalId":87,"journal":{"name":"Materials Horizons","volume":" ","pages":""},"PeriodicalIF":12.2,"publicationDate":"2025-06-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144309323","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Advances in mechanically active materials for soft wearable electronics. 软性可穿戴电子产品机械活性材料的研究进展。
IF 12.2 2区 材料科学
Materials Horizons Pub Date : 2025-06-17 DOI: 10.1039/d5mh00563a
Kedong Wu, Weixiang He, Ruyue Zhong, Zhongyi Nie, Xiang Lin, Mengdi Han
{"title":"Advances in mechanically active materials for soft wearable electronics.","authors":"Kedong Wu, Weixiang He, Ruyue Zhong, Zhongyi Nie, Xiang Lin, Mengdi Han","doi":"10.1039/d5mh00563a","DOIUrl":"https://doi.org/10.1039/d5mh00563a","url":null,"abstract":"<p><p>Soft wearable electronics provide a seamless interface between the human body and electronic systems to support real-time, continuous, long-term monitoring in healthcare and other applications. Incorporating mechanically active materials to these soft electronic systems can further expand sensing modalities, enhance sensing performances, and/or enable new functions that are challenging to achieve with physically static electronic devices. A key property of such mechanically active materials is that their shapes can change upon various external stimuli. This review highlights recent advances in this type of material, with a focus on discussing their integration with soft wearable devices and the resulting impact on the performances. Specifically, the content ranges from piezoelectric materials that generate ultrasound and surface acoustic waves, to magnetic materials that allow for new sensing modalities and haptic feedback, and to elastomeric materials that facilitate pneumatic and hydraulic actuation-all designed for soft wearable devices. The review concludes with an analysis of the key challenges and future opportunities for mechanically active materials.</p>","PeriodicalId":87,"journal":{"name":"Materials Horizons","volume":" ","pages":""},"PeriodicalIF":12.2,"publicationDate":"2025-06-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144315599","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Boosting thermal conductivity of boron nitride incorporated polymer composites via hydrogen bonding engineering. 通过氢键工程提高氮化硼聚合物复合材料导热性能。
IF 12.2 2区 材料科学
Materials Horizons Pub Date : 2025-06-17 DOI: 10.1039/d5mh00738k
Wenbo Lin, Yanfeng Li, Xirui Liu, Rui Xu, Jiajing Huang, Zhiyuan Jiang, Zhiguo Qu, Kai Xi, Yue Lin
{"title":"Boosting thermal conductivity of boron nitride incorporated polymer composites <i>via</i> hydrogen bonding engineering.","authors":"Wenbo Lin, Yanfeng Li, Xirui Liu, Rui Xu, Jiajing Huang, Zhiyuan Jiang, Zhiguo Qu, Kai Xi, Yue Lin","doi":"10.1039/d5mh00738k","DOIUrl":"https://doi.org/10.1039/d5mh00738k","url":null,"abstract":"<p><p>Enhancing the thermal conductivity of polymer-based composites is critical for effective thermal management in power electronics. A common strategy involves incorporating high-thermal-conductivity fillers such as graphene and boron nitride nanosheets (BNNS). However, practical enhancements often fall short of theoretical predictions due to interfacial thermal resistance (<i>R</i><sub>Kapitza</sub>). Here, we address this challenge by engineering the hydrogen bond density (HBD) at the filler-matrix interface. By grafting 3,4-dihydroxyphenylalanine (DOPA) onto polyvinyl alcohol (PVA), we synthesized PVA-D<i>X</i> matrices (<i>X</i> = 0, 8, 12, 17, 24) with tunable HBDs. Incorporation of BNNS into these matrices revealed that higher interfacial HBD significantly reduces <i>R</i><sub>Kapitza</sub>, thereby enhancing the composite's thermal conductivity (<i>κ</i><sub>c</sub>). We achieved an exceptionally low <i>R</i><sub>Kapitza</sub> of 0.60 × 10<sup>-8</sup> m<sup>2</sup> K W<sup>-1</sup>, corresponding to a filler effectiveness (<i>κ</i><sub>c</sub>/∅<sub>f</sub>) of 120 W m<sup>-1</sup> K<sup>-1</sup>. Notably, at a BNNS loading of 70 vol%, increasing the interfacial HBD to 2.14 mmol cm<sup>-3</sup> achieves a <i>κ</i><sub>c</sub> of 51.01 W m<sup>-1</sup> K<sup>-1</sup>, which is 1.45 times higher than the 35.29 W m<sup>-1</sup> K<sup>-1</sup> attained at an HBD of 0.5 mmol cm<sup>-3</sup>. This study underscores the critical role of interfacial hydrogen bonding in optimizing thermal transport and provides a robust framework for designing high-performance polymer composites for advanced thermal management applications.</p>","PeriodicalId":87,"journal":{"name":"Materials Horizons","volume":" ","pages":""},"PeriodicalIF":12.2,"publicationDate":"2025-06-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144309322","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
The search for superionic solid-state electrolytes using a physics-informed generative model. 利用物理信息生成模型寻找超离子固态电解质。
IF 12.2 2区 材料科学
Materials Horizons Pub Date : 2025-06-17 DOI: 10.1039/d5mh00767d
Tri Minh Nguyen, Sherif Abdulkader Tawfik, Truyen Tran, Sunil Gupta, Santu Rana, Svetha Venkatesh
{"title":"The search for superionic solid-state electrolytes using a physics-informed generative model.","authors":"Tri Minh Nguyen, Sherif Abdulkader Tawfik, Truyen Tran, Sunil Gupta, Santu Rana, Svetha Venkatesh","doi":"10.1039/d5mh00767d","DOIUrl":"https://doi.org/10.1039/d5mh00767d","url":null,"abstract":"<p><p>The discovery of superionic solid-state electrolytes for cation batteries is currently limited by the range of materials available in online materials databases. Generative artificial intelligence approaches have recently been applied to overcome this limitation and explore unknown stoichiometries and structures, but efficiently generating candidates that satisfy strict stability criteria remains challenging. Here we introduce a physics-informed hierarchical generative framework that leverages symmetry-aware crystallographic principles to systematically explore molecular configurations, lattice parameters, and bonding environments. Our approach integrates empirical physical constraints and reinforcement learning utilizing a hierarchical state representation to generate chemically valid and structurally stable candidates. We propose symmetry-aware hierarchical architecture for flow-based traversal with density (SHAFT-density) that ensures efficient exploration of the material search space, prioritizing low formation energy, molecular packing optimized for stability and conductivity, and enhanced electrochemical properties. We discovered new binary and ternary metastable phases, of which we find highly conductive LiBr, LiCl, Li<sub>2</sub>IBr, and Li<sub>3</sub>CBr<sub>2</sub>. These materials can either function as solid-state electrolyte materials or be part of solid-state electrolyte mixtures. Our results demonstrate the model's capability to identify stable, diverse, and potentially superionic compounds, offering promising candidates for developing next-generation solid-state electrolytes with improved characteristics.</p>","PeriodicalId":87,"journal":{"name":"Materials Horizons","volume":" ","pages":""},"PeriodicalIF":12.2,"publicationDate":"2025-06-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144315603","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Adaptive ferroelectric memristors with high-throughput BaTiO3 thin films for neuromorphic computing. 用于神经形态计算的高通量BaTiO3薄膜自适应铁电记忆电阻器。
IF 12.2 2区 材料科学
Materials Horizons Pub Date : 2025-06-16 DOI: 10.1039/d5mh00526d
Ya-Fei Jiang, Huai-Yu Peng, Yu Cai, Ya-Ting Xu, Meng-Yao Fu, Min Feng, Bo-Wen Wang, Ya-Qiong Wang, Zhao Guan, Bin-Bin Chen, Ni Zhong, Chun-Gang Duan, Ping-Hua Xiang
{"title":"Adaptive ferroelectric memristors with high-throughput BaTiO<sub>3</sub> thin films for neuromorphic computing.","authors":"Ya-Fei Jiang, Huai-Yu Peng, Yu Cai, Ya-Ting Xu, Meng-Yao Fu, Min Feng, Bo-Wen Wang, Ya-Qiong Wang, Zhao Guan, Bin-Bin Chen, Ni Zhong, Chun-Gang Duan, Ping-Hua Xiang","doi":"10.1039/d5mh00526d","DOIUrl":"https://doi.org/10.1039/d5mh00526d","url":null,"abstract":"<p><p>Ferroelectric tunnel junctions (FTJs) and ferroelectric diodes (FDs) have been considered as promising artificial synaptic devices for constructing brain-inspired neuromorphic computing systems. However, their functionalities and applications are limited due to their strong dependence on the ferroelectric layer thickness and the thickness optimization is labour-intensive and time-consuming. Here, we demonstrate high-performance electronic synapses based on a high-throughput ferroelectric BaTiO<sub>3</sub> (BTO) thin film. Two-terminal ferroelectric memristors are fabricated on a thickness-gradient BTO film with thickness ranging from 1 to 30 unit cells (UC), and intrinsic ferroelectricity is revealed in regions with thickness >5 UC. Notably, three typical resistive switching behaviors of resistor, FTJ, and FD occur sequentially with increasing BTO thickness, allowing these three basic electronic components to be integrated. High-performance FTJ synapses with adaptive conductance compensation from resistor and FD components are proposed based on an on-chip integration configuration. This approach improves the accuracy of handwritten digit recognition using artificial neural networks (ANNs) from 91.3% to 95.7%. Despite Gaussian noise interference, the ANN based on this adaptive compensation approach remains extremely fault-tolerant, and is expected to meet the increasing demands of contemporary electronic devices, particularly in the fields of memory, logic processing, and neuromorphic computing.</p>","PeriodicalId":87,"journal":{"name":"Materials Horizons","volume":" ","pages":""},"PeriodicalIF":12.2,"publicationDate":"2025-06-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144300743","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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