InfomatPub Date : 2026-08-27Epub Date: 2025-12-17DOI: 10.1002/inf2.70108
{"title":"Correction to “Autonomous self-healing 3D micro-suction adhesives for multi-layered amphibious soft skin electronics”","authors":"","doi":"10.1002/inf2.70108","DOIUrl":"https://doi.org/10.1002/inf2.70108","url":null,"abstract":"<p>Lim D, Jeong MW, Min H, et al. Autonomous self-healing 3D micro-suction adhesives for multi-layered amphibious soft skin electronics. <i>InfoMat</i>. 2024;6(10):e12603. doi:10.1002/inf2.12603</p><p>In paragraph 13 of the “ACKNOWLEDGMENTS” section, the grant numbers text “CRC230231-000.” was incorrect. This should have read: “CRC23022-000.”</p><p>We apologize for this error.</p>","PeriodicalId":48538,"journal":{"name":"Infomat","volume":"8 9","pages":""},"PeriodicalIF":19.6,"publicationDate":"2026-08-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1002/inf2.70108","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"148823179","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
InfomatPub Date : 2026-08-27Epub Date: 2026-07-06DOI: 10.1002/inf2.70166
Qingbin Wang, Yuanzheng Li, Hang Li, Chuxin Yan, Yongsheng Gao, Long Yang, Wei Xin, Ye Zhou, Haiyang Xu, Yichun Liu
{"title":"Enhanced spontaneous polarization in directional interlayer sliding γ-InSe for self-powered, all-day visual adaptation and motion perception","authors":"Qingbin Wang, Yuanzheng Li, Hang Li, Chuxin Yan, Yongsheng Gao, Long Yang, Wei Xin, Ye Zhou, Haiyang Xu, Yichun Liu","doi":"10.1002/inf2.70166","DOIUrl":"https://doi.org/10.1002/inf2.70166","url":null,"abstract":"<p>Conventional machine visions, which rely on complex algorithms and hardware that separate image acquisition from processing, face challenges with latency and power consumption in real-time information perception. While neuromorphic bio-inspired devices present a promising alternative, their typical dependence on charge trapping and de-trapping mechanisms often constrains response speed and limits their applicability in low-power, real-time motion perception scenarios. In this study, we develop a functionally retina-inspired optoelectronic sensor based on two-dimensional γ-InSe, where engineered interlayer sliding enhances spontaneous polarization. Leveraging the photo-pyroelectric effect under zero-bias operation, the sensor emulates the visual adaptation functions of the snake retina. Configured as a 5 × 5 array, it achieves integrated spatiotemporal perception over a broad spectral range (400–1100 nm), enabling all-day motion tracking. The sensor exhibits a rapid response time of 37.4 ms, a wide dynamic range of 103 dB, and reliable decoding of motion trajectories under varying illumination—all in a self-powered mode. When integrated with a neural network, the system achieves simultaneous inference of multiple target parameters, including direction, velocity, ambient lighting conditions, and rotation, achieving trajectory recognition accuracy exceeding 99.6%.</p><p>\u0000 <figure>\u0000 <div><picture>\u0000 <source></source></picture><p></p>\u0000 </div>\u0000 </figure></p>","PeriodicalId":48538,"journal":{"name":"Infomat","volume":"8 9","pages":""},"PeriodicalIF":19.6,"publicationDate":"2026-08-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1002/inf2.70166","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"148823194","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
InfomatPub Date : 2026-08-27Epub Date: 2026-06-26DOI: 10.1002/inf2.70162
Zhenze Zhou, Juanyuan Hao, Dan Shi, Haoxin Lei, Dianpeng Qi
{"title":"Facet-engineered BiSI nanorods for intelligent distinguishing detection of NO2/H2S mixed gas","authors":"Zhenze Zhou, Juanyuan Hao, Dan Shi, Haoxin Lei, Dianpeng Qi","doi":"10.1002/inf2.70162","DOIUrl":"https://doi.org/10.1002/inf2.70162","url":null,"abstract":"<p>Room-temperature detection of harmful gases is essential for industrial intelligence, whereas the development of practical multigas sensors for real-world applications remains insufficient. Guided by density functional theory calculations, which reveal the superior adsorption and charge-transfer capability of the BiSI (121) facet toward both NO<sub>2</sub> and H<sub>2</sub>S, a facet-engineered BiSI nanorod sensor was designed to achieve bifunctional sensing, exhibiting remarkable responses of 610% and −437% to 1 ppm NO<sub>2</sub> and H<sub>2</sub>S at room temperature, respectively. Further integration of the single facet-controlled BiSI sensor with a back-propagation neural network allows for the intelligent analysis of mixed gases, achieving both distinguishing detection and concentration prediction. This systematic design effectively overcomes the limitations of high-power consumption and complex modulated operating conditions. This strategy provides a low-power and integrated generalizable framework for simultaneous multigas detection, applicable to a wide range of industrial and environmental monitoring scenarios.</p><p>\u0000 <figure>\u0000 <div><picture>\u0000 <source></source></picture><p></p>\u0000 </div>\u0000 </figure></p>","PeriodicalId":48538,"journal":{"name":"Infomat","volume":"8 9","pages":""},"PeriodicalIF":19.6,"publicationDate":"2026-08-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1002/inf2.70162","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"148823248","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Organic electrochemical transistor-based tactile perception: From sensing to neuromorphic processing","authors":"Xuefeng Zhang, Deliu Zeng, Runjie Zhang, Yu Xiao, Zerui Yu, Siyu Di, Guo Liu, Lianhong Shan, Lianrui Cheng, Xiaofang Wei, Fengjiao Zhang","doi":"10.1002/inf2.70165","DOIUrl":"https://doi.org/10.1002/inf2.70165","url":null,"abstract":"<p>Tactile perception electronics bridge charge-transport-dominated organic optoelectronic devices with ion-mediated biological systems and are emerging as a critical research direction for next-generation artificial intelligence. Organic electrochemical transistor (OECT), whose conductivity can be modulated via electrochemical ionic doping, exhibits distinctive optoelectronic characteristics. Benefiting from their intrinsic mechanical flexibility, solution processability, and biocompatibility, OECT provides an attractive platform for flexible intelligent sensing technologies. Over the past decade, advances in functional material design, device architecture, and integration techniques have enabled rapid progress in OECT-based biophysical signal sensing and artificial synaptic perception. In this review, we summarize recent developments in tactile-sensing organic transistors, focusing on device architectures, operating mechanisms, and fabrication strategies that support temperature and pressure signal transduction, transmission, and processing. Particular attention is devoted to the strategies developed in organic transistors designed for temperature and pressure sensing, highlighting their performance and application potential. Finally, emerging research strategies for next-generation tactile OECT are discussed, together with key challenges and future opportunities.</p><p>\u0000 <figure>\u0000 <div><picture>\u0000 <source></source></picture><p></p>\u0000 </div>\u0000 </figure></p>","PeriodicalId":48538,"journal":{"name":"Infomat","volume":"8 9","pages":""},"PeriodicalIF":19.6,"publicationDate":"2026-08-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1002/inf2.70165","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"148823191","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
InfomatPub Date : 2026-08-27Epub Date: 2026-06-30DOI: 10.1002/inf2.70163
Genghui Zhang, Xinyang Lv, Jianting Wu, Yuhui Jia, Yudi Tu, Hang Zhou, Chuan Liu
{"title":"Rhodopsin-mimetic adaptive photodetectors for intelligent and secure vision systems","authors":"Genghui Zhang, Xinyang Lv, Jianting Wu, Yuhui Jia, Yudi Tu, Hang Zhou, Chuan Liu","doi":"10.1002/inf2.70163","DOIUrl":"https://doi.org/10.1002/inf2.70163","url":null,"abstract":"<p>Biological vision achieves reliable perception across wide illumination ranges through dynamic photoreceptor adaptation. Inspired by this principle, we report a rhodopsin-mimetic photovoltaic dual-transistor (PVT<sup>2</sup>) photosensor cell integrating a quasi-2D perovskite photodiode with dual IGZO thin-film transistors. By electrically regulating light-induced charge accumulation and release, the PVT<sup>2</sup> device enables adaptive operation spanning scotopic and photopic regimes. The device exhibits a responsivity of up to 139 A W<sup>–1</sup>, a photo-to-dark current ratio exceeding 10<sup>7</sup>, and a tunable recovery time down to 10<sup>−3</sup> s, relaxing the trade-offs among responsivity, photo-to-dark current ratio, and recovery dynamics. At the array level, PVT<sup>2</sup> sensors autonomously maintain high image contrast under fluctuating ambient illumination while suppressing inter-pixel crosstalk. Beyond imaging, the light-intensity-dependent operating window functions as a reconfigurable hardware key, enabling single-band visible-light communication with accurate decoding and quantifiable per-symbol entropy. This work demonstrates a solid-state strategy for integrating adaptive vision sensing and physical-layer security, enabling scalable integration for adaptive optoelectronic systems.</p><p>\u0000 <figure>\u0000 <div><picture>\u0000 <source></source></picture><p></p>\u0000 </div>\u0000 </figure></p>","PeriodicalId":48538,"journal":{"name":"Infomat","volume":"8 9","pages":""},"PeriodicalIF":19.6,"publicationDate":"2026-08-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1002/inf2.70163","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"148823156","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Designing chiral organic small molecules for circularly polarized light detection via group theory","authors":"Zhenping Li, Wenkai Zhao, Jiajun Fu, Wenhan Wu, Xingshuo Chu, Zihao Xu, Yu-Wu Zhong, Hao-Li Zhang, Wei Ma, Guankui Long, Xiaobo Shang","doi":"10.1002/inf2.70155","DOIUrl":"https://doi.org/10.1002/inf2.70155","url":null,"abstract":"<p>Circularly polarized light (CPL) photodetectors are of great interest for applications in polarization imaging, information encryption, and optical communication. Chiral organic small molecules have emerged as attractive active materials due to their structural tunability, well-defined intrinsic chirality, and solution processability. However, in most chiral organic small molecule systems, molecular-scale effects and optical selection rules lead to mismatch in magnitude and spatial orientation between the magnetic and electric transition dipole moments, resulting in low absorption dissymmetry factors (<i>g</i><sub>abs</sub>) and poor compatibility between chiroptical response and charge transport. This review summarizes the recent progress in chiral organic small molecules for CPL detection from the perspective of group theory. By comparing the representative chiral point groups such as <i>C</i><sub>1</sub>, <i>C</i><sub>n</sub>, and <i>D</i><sub>n</sub>, we elucidate how point group symmetry imposes constraints on the relative arrangement of transition dipole moments, thereby governing the molecular <i>g</i><sub>abs</sub>. In particular, the <i>D</i><sub>2</sub> point group can enforce both electric and magnetic transition dipole alignment along the principal molecular axes, yielding an optimal orientation (0° or 180°) and thus enabling the high <i>g</i><sub>abs</sub>. Recent advances in chiral organic small molecules <i>D</i><sub>2</sub> point group demonstrate their potential to simultaneously achieve strong chiroptical responses and efficient charge transport, offering a clear structural guideline for the rational design of high-performance CPL photodetectors based on chiral organic small molecules.</p><p>\u0000 <figure>\u0000 <div><picture>\u0000 <source></source></picture><p></p>\u0000 </div>\u0000 </figure></p>","PeriodicalId":48538,"journal":{"name":"Infomat","volume":"8 8","pages":""},"PeriodicalIF":19.6,"publicationDate":"2026-07-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1002/inf2.70155","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"148615264","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
InfomatPub Date : 2026-07-29Epub Date: 2026-05-27DOI: 10.1002/inf2.70153
Jin Kyoung Park, Hyong Joon Lee, Seok Yeong Hong, Lin Lin Feng, Sang Hyuk Im, Fei Zhang, Jin Hyuck Heo
{"title":"Composition pinning growth for efficient and stable all-inorganic Pb-Sn perovskite solar cells","authors":"Jin Kyoung Park, Hyong Joon Lee, Seok Yeong Hong, Lin Lin Feng, Sang Hyuk Im, Fei Zhang, Jin Hyuck Heo","doi":"10.1002/inf2.70153","DOIUrl":"https://doi.org/10.1002/inf2.70153","url":null,"abstract":"<p>All-inorganic Pb-Sn perovskites offer near-optimal bandgaps for photovoltaics but suffer from compositional inhomogeneity and limited operational stability, particularly in large-area devices. Here, we demonstrate that the film formation pathway plays a decisive role in governing the optoelectronic properties and device performance of all-inorganic CsPb<sub>0.5</sub>Sn<sub>0.5</sub>I<sub>3</sub> perovskite solar cells (PSCs). By employing a composition pinning growth (CPG) strategy, the formation of segregation-prone crystallization states is suppressed, leading to reduced surface Sn enrichment and Sn oxidation, lower defect density, and more favorable charge-carrier dynamics. As a result, CPG-based devices achieve power conversion efficiencies (PCEs) of 19.37% at the unit-cell level, among the highest of reported all-inorganic Pb-Sn PSCs, and 17.03% for 64 cm<sup>2</sup> aperture area modules and enhanced operational stability, retaining approximately 87% of the initial efficiency after 1000 h of continuous operation at 85°C and 85% relative humidity. This work establishes growth-pathway engineering as a scalable and effective strategy for achieving high-efficiency, stable all-inorganic CsPb<sub>0.5</sub>Sn<sub>0.5</sub>I<sub>3</sub> perovskite photovoltaics.</p><p>\u0000 <figure>\u0000 <div><picture>\u0000 <source></source></picture><p></p>\u0000 </div>\u0000 </figure></p>","PeriodicalId":48538,"journal":{"name":"Infomat","volume":"8 8","pages":""},"PeriodicalIF":19.6,"publicationDate":"2026-07-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1002/inf2.70153","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"148616281","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
InfomatPub Date : 2026-07-29Epub Date: 2026-06-17DOI: 10.1002/inf2.70156
Jisang Ha, Jinsung Mok, Jong Ik Kwon, Eungseon Yeon, Jeong Jin Kim, Gil Ju Lee, Do Kyung Hwang, Changsoon Choi, Dae-Hyeong Kim
{"title":"Bio-inspired artificial retina with receptive fields for in-sensor multiply-and-accumulate operations","authors":"Jisang Ha, Jinsung Mok, Jong Ik Kwon, Eungseon Yeon, Jeong Jin Kim, Gil Ju Lee, Do Kyung Hwang, Changsoon Choi, Dae-Hyeong Kim","doi":"10.1002/inf2.70156","DOIUrl":"https://doi.org/10.1002/inf2.70156","url":null,"abstract":"<p>Bio-inspired vision systems based on curved image sensors offer a compelling imaging hardware for mobile robots by geometrically matching the image plane to the Petzval surface of single-lens optics. However, to fully exploit the advantages of biological vision systems, it is essential not only to emulate optical structures but also to integrate sensory-level processing functions into vision hardware. Here, we propose a robotic vision system that leverages the structural advantages of the human eye (compact single-lens imaging architecture) and the functional advantages of the biological receptive fields (sensory-level information pre-processing for efficient signal transmission and downstream computation). It is enabled by a bio-inspired artificial retina composed of curved perovskite photoconductors that form artificial receptive fields (ARFs). Each ARF performs multiply-and-accumulate (MAC) operations through in-sensor computing, executing sensory-level image processing functions (e.g., edge detection). As a result, the artificial retina captures compact yet information-rich edge images without external post-processing, thereby improving the speed and energy efficiency of semantic segmentation.</p><p>\u0000 <figure>\u0000 <div><picture>\u0000 <source></source></picture><p></p>\u0000 </div>\u0000 </figure></p>","PeriodicalId":48538,"journal":{"name":"Infomat","volume":"8 8","pages":""},"PeriodicalIF":19.6,"publicationDate":"2026-07-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1002/inf2.70156","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"148615298","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
InfomatPub Date : 2026-07-29Epub Date: 2026-07-04DOI: 10.1002/inf2.70159
Nan Wang, Bin Li, Lixin Hou, Xuemei Ji, Seong Sik Shin, Fei Zhang
{"title":"Flexible perovskite solar modules: Fabrication strategies and future prospects","authors":"Nan Wang, Bin Li, Lixin Hou, Xuemei Ji, Seong Sik Shin, Fei Zhang","doi":"10.1002/inf2.70159","DOIUrl":"https://doi.org/10.1002/inf2.70159","url":null,"abstract":"<p>Flexible perovskite solar cells have attracted considerable attention owing to their light weight, mechanical flexibility, and broad potential for applications. With their rapid development, research emphasis has progressively moved from small-area devices toward flexible perovskite solar modules (F-PSMs). However, compared with rigid modules, studies on F-PSMs remain relatively limited, and the fabrication of flexible modules that are simultaneously efficient, stable, and compatible with industrial-scale production still represents a major challenge. In this review, we systematically summarize the fabrication techniques developed for F-PSMs and analyze and compare their effects on large-area film formation, device integration, module efficiency, mechanical durability, and operational stability. Finally, we discuss the commercialization prospects of F-PSMs and propose feasible strategies to promote their industrialization, aiming to provide useful guidance for their future development and practical applications.</p><p>\u0000 <figure>\u0000 <div><picture>\u0000 <source></source></picture><p></p>\u0000 </div>\u0000 </figure></p>","PeriodicalId":48538,"journal":{"name":"Infomat","volume":"8 8","pages":""},"PeriodicalIF":19.6,"publicationDate":"2026-07-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1002/inf2.70159","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"148615227","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
InfomatPub Date : 2026-07-29Epub Date: 2026-06-02DOI: 10.1002/inf2.70157
Yinuo Wang, Senchi Li, Longwei Li, Panpan Zhang, Yang Zhang, Xiong Pu
{"title":"Low hysteresis solid-state ion-conducting elastomers for low-drift pressure sensing","authors":"Yinuo Wang, Senchi Li, Longwei Li, Panpan Zhang, Yang Zhang, Xiong Pu","doi":"10.1002/inf2.70157","DOIUrl":"https://doi.org/10.1002/inf2.70157","url":null,"abstract":"<p>Flexible iontronic pressure sensors with high sensitivity, low hysteresis, and low detection limit are increasingly demanded for wearable electronics and intelligent robotics. However, it remains challenging to combine these sensor performances due to inherent property trade-offs in pressure-sensitive ion-conducting elastomers (ICEs), particularly among mechanical resilience, softness, and ionic conductivity. To address this issue, we propose a load-bearing and mechanically reversible network design that integrates strong covalent crosslinks for mechanical elasticity, weak sacrificial bonds for softness, and dynamic coordination interactions to facilitate ion transport. Based on this strategy, our fabricated ICEs exhibit excellent elasticity (<5% hysteresis over 1000 tensile cycles), low elastic modulus (~66 kPa), intrinsic self-healing capability, and high ionic conductivity (2.57 × 10<sup>−4</sup> S cm<sup>−1</sup> at room temperature). The resulting iontronic sensor achieves high sensitivity (8.28 kPa<sup>−1</sup>), low detection limit (6 Pa), and minimal signal drift (~0.72% capacitance change over 10 h.). Finally, the superiority of the low drift iontronic sensor is demonstrated by a robotic gripper with high reliability. Therefore, this work provides a general design principle to reconcile competing demands in ICEs and enables the development of high-performance, durable iontronic sensors for next-generation wearable and robotic applications.</p><p>\u0000 <figure>\u0000 <div><picture>\u0000 <source></source></picture><p></p>\u0000 </div>\u0000 </figure></p>","PeriodicalId":48538,"journal":{"name":"Infomat","volume":"8 8","pages":""},"PeriodicalIF":19.6,"publicationDate":"2026-07-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1002/inf2.70157","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"148615380","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}