Lei Zhou, Jiaqi Huang, Daizhe Wang, Xiaochen Sun, Dongyan Tang, Lu Li, Dongqing He, Guohui Qin and Tengling Ye
Conventional phase-transition ionic conductors (PTICs) based on ionic liquids (ILs) suffer from a fixed resistance-switching temperature (TRS), intrinsically limited by the immutable melting point of ILs, which restricts their applications in scenarios requiring specific thermal triggers. Herein, we propose a general hierarchical strategy to achieve continuous and precise regulation of TRS. This is accomplished by leveraging the well-defined relationship between the melting temperature (Tm) of polyethylene glycol (PEG) and its molecular weight (Mn) for coarse adjustment, followed by fine-tuning via blending with lower-Mn PEG or incorporating a plasticizer, succinonitrile (SN). The resulting PEG/PDES-Li-based PTICs enable wide-range tuning of Tm and TRS from 37 to 59 °C with a precision of ∼1 °C. The optimized conductor (PTIC-4) demonstrates an ultrahigh negative temperature coefficient of resistance (TCR) of −7.64% °C−1 within 30–40 °C, allowing for the detection of subtle temperature variations. Moreover, the material undergoes a reversible transparent-to-opaque transition at TRS, facilitating intuitive visual thermometry. Beyond temperature sensing, the conductor also functions as a high-performance strain sensor for monitoring human joint motions and even Morse code communication. This work establishes a versatile platform and a general design principle for the development of intelligent wearable devices, medical monitoring systems, and human–computer interaction interfaces.
{"title":"A hierarchical tuning strategy for continuously adjustable phase-transition ionic conductors toward multimodal sensing","authors":"Lei Zhou, Jiaqi Huang, Daizhe Wang, Xiaochen Sun, Dongyan Tang, Lu Li, Dongqing He, Guohui Qin and Tengling Ye","doi":"10.1039/D5TC04316F","DOIUrl":"https://doi.org/10.1039/D5TC04316F","url":null,"abstract":"<p >Conventional phase-transition ionic conductors (PTICs) based on ionic liquids (ILs) suffer from a fixed resistance-switching temperature (<em>T</em><small><sub>RS</sub></small>), intrinsically limited by the immutable melting point of ILs, which restricts their applications in scenarios requiring specific thermal triggers. Herein, we propose a general hierarchical strategy to achieve continuous and precise regulation of <em>T</em><small><sub>RS</sub></small>. This is accomplished by leveraging the well-defined relationship between the melting temperature (<em>T</em><small><sub>m</sub></small>) of polyethylene glycol (PEG) and its molecular weight (<em>M</em><small><sub>n</sub></small>) for coarse adjustment, followed by fine-tuning <em>via</em> blending with lower-<em>M</em><small><sub>n</sub></small> PEG or incorporating a plasticizer, succinonitrile (SN). The resulting PEG/PDES-Li-based PTICs enable wide-range tuning of <em>T</em><small><sub>m</sub></small> and <em>T</em><small><sub>RS</sub></small> from 37 to 59 °C with a precision of ∼1 °C. The optimized conductor (PTIC-4) demonstrates an ultrahigh negative temperature coefficient of resistance (TCR) of −7.64% °C<small><sup>−1</sup></small> within 30–40 °C, allowing for the detection of subtle temperature variations. Moreover, the material undergoes a reversible transparent-to-opaque transition at <em>T</em><small><sub>RS</sub></small>, facilitating intuitive visual thermometry. Beyond temperature sensing, the conductor also functions as a high-performance strain sensor for monitoring human joint motions and even Morse code communication. This work establishes a versatile platform and a general design principle for the development of intelligent wearable devices, medical monitoring systems, and human–computer interaction interfaces.</p>","PeriodicalId":84,"journal":{"name":"Journal of Materials Chemistry C","volume":" 8","pages":" 3073-3081"},"PeriodicalIF":5.1,"publicationDate":"2026-02-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147288208","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}
Lele Yang, Gaohui Xu, Haidong Yan, Chuantong Chen, Lei Su, Ke Li and Wanli Li
With the rapid development of emerging fields such as new energy vehicles, smart grids, and aerospace, the operating temperature and current density of power devices continue to increase, placing higher demands on the thermal conductivity, reliability, and high-temperature performance of joining materials. Owing to its excellent electrical and thermal conductivity, low-temperature joining capability, and high-temperature service reliability, metal paste sinter-joining technology has emerged as one of the most promising joining approaches for power electronics packaging. At present, this technology has achieved remarkable progress in small-area joining applications. However, when applied to large-area joining, issues such as delamination of the sintered joints and structural warpage readily arise, severely threatening the integrity and long-term stability of the packaging structure. This review provides a systematic summary of recent advances in large-area sinter-joining using metal pastes, clarifies the mechanisms underlying delamination and warpage, and highlights mainstream strategies for mitigating these issues, including solvent-free materials, incorporation of materials with different coefficients of thermal expansion (CTE), patterned printing, low-temperature sintering, and gradient porosity design. These insights offer theoretical support and technical guidance for further improving joint performance and service reliability. Additionally, the review summarizes the reliability evaluation methods for large-area sintered joints and discusses the key challenges and prospects for their practical applications.
{"title":"Large-area metal sinter-joining in power electronics packaging: challenges and perspectives","authors":"Lele Yang, Gaohui Xu, Haidong Yan, Chuantong Chen, Lei Su, Ke Li and Wanli Li","doi":"10.1039/D5TC04165A","DOIUrl":"https://doi.org/10.1039/D5TC04165A","url":null,"abstract":"<p >With the rapid development of emerging fields such as new energy vehicles, smart grids, and aerospace, the operating temperature and current density of power devices continue to increase, placing higher demands on the thermal conductivity, reliability, and high-temperature performance of joining materials. Owing to its excellent electrical and thermal conductivity, low-temperature joining capability, and high-temperature service reliability, metal paste sinter-joining technology has emerged as one of the most promising joining approaches for power electronics packaging. At present, this technology has achieved remarkable progress in small-area joining applications. However, when applied to large-area joining, issues such as delamination of the sintered joints and structural warpage readily arise, severely threatening the integrity and long-term stability of the packaging structure. This review provides a systematic summary of recent advances in large-area sinter-joining using metal pastes, clarifies the mechanisms underlying delamination and warpage, and highlights mainstream strategies for mitigating these issues, including solvent-free materials, incorporation of materials with different coefficients of thermal expansion (CTE), patterned printing, low-temperature sintering, and gradient porosity design. These insights offer theoretical support and technical guidance for further improving joint performance and service reliability. Additionally, the review summarizes the reliability evaluation methods for large-area sintered joints and discusses the key challenges and prospects for their practical applications.</p>","PeriodicalId":84,"journal":{"name":"Journal of Materials Chemistry C","volume":" 9","pages":" 3414-3426"},"PeriodicalIF":5.1,"publicationDate":"2026-02-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147352598","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}
Xingrui Li, Jiayin Tang, Hongxu Wang, Ruotong Mai, Miao Xie, Yufei Tang, Wei Huang, Dan Zhao and Lin Xiang
Wearable devices in healthcare have garnered significant attention in recent years due to their flexibility, high biocompatibility, and small size, which enable them to predict and even modulate disease outcomes. This approach not only aligns with the principles of personalized medicine but also significantly reduces treatment costs. Among these, wound monitoring and healing promotion are of great significance for healthcare, especially for wounds that require special attention due to their unique characteristics. Consequently, the application of flexible wearable devices in the wound healing process, offering functions such as monitoring, treatment, and prediction, has become a focal point of contemporary research. This article analyzes the types and functionalities of wearable devices applied to various wounds in recent years and discusses the primary challenges and opportunities facing wearable devices in the future.
{"title":"Smart wearable systems for precision wound monitoring and therapy: a categorical review across wound types","authors":"Xingrui Li, Jiayin Tang, Hongxu Wang, Ruotong Mai, Miao Xie, Yufei Tang, Wei Huang, Dan Zhao and Lin Xiang","doi":"10.1039/D5TC04302F","DOIUrl":"https://doi.org/10.1039/D5TC04302F","url":null,"abstract":"<p >Wearable devices in healthcare have garnered significant attention in recent years due to their flexibility, high biocompatibility, and small size, which enable them to predict and even modulate disease outcomes. This approach not only aligns with the principles of personalized medicine but also significantly reduces treatment costs. Among these, wound monitoring and healing promotion are of great significance for healthcare, especially for wounds that require special attention due to their unique characteristics. Consequently, the application of flexible wearable devices in the wound healing process, offering functions such as monitoring, treatment, and prediction, has become a focal point of contemporary research. This article analyzes the types and functionalities of wearable devices applied to various wounds in recent years and discusses the primary challenges and opportunities facing wearable devices in the future.</p>","PeriodicalId":84,"journal":{"name":"Journal of Materials Chemistry C","volume":" 10","pages":" 3788-3809"},"PeriodicalIF":5.1,"publicationDate":"2026-02-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147429366","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}
Yongjing Zhou, Jing Li, Wenliang Wang, Ziyuan Tang, Zhaoshiyi Yang, Lei Wang, Yan Shao, Chunlei Yang and Ming Chen
Mechanical flexibility and stretchability have become defining characteristics of next-generation electronics. As the core components for optical signal acquisition, infrared photodetectors are accordingly required to exhibit not only superior photodetection performance but also excellent mechanical compliance and durability. Recent advances have demonstrated promising pathways to transcend the limitations of conventional rigid devices through innovative material design and structural engineering. This review outlines key metrics for flexible inorganic infrared photodetectors, systematically summarizes advanced materials and their roles in core components (substrates, photoactive layers, and electrodes), and critically examines associated challenges. It concludes by discussing applications and future research directions, paving the way for technological advances in the field.
{"title":"Progress in flexible inorganic near-infrared photodetectors: materials and applications","authors":"Yongjing Zhou, Jing Li, Wenliang Wang, Ziyuan Tang, Zhaoshiyi Yang, Lei Wang, Yan Shao, Chunlei Yang and Ming Chen","doi":"10.1039/D5TC04333F","DOIUrl":"https://doi.org/10.1039/D5TC04333F","url":null,"abstract":"<p >Mechanical flexibility and stretchability have become defining characteristics of next-generation electronics. As the core components for optical signal acquisition, infrared photodetectors are accordingly required to exhibit not only superior photodetection performance but also excellent mechanical compliance and durability. Recent advances have demonstrated promising pathways to transcend the limitations of conventional rigid devices through innovative material design and structural engineering. This review outlines key metrics for flexible inorganic infrared photodetectors, systematically summarizes advanced materials and their roles in core components (substrates, photoactive layers, and electrodes), and critically examines associated challenges. It concludes by discussing applications and future research directions, paving the way for technological advances in the field.</p>","PeriodicalId":84,"journal":{"name":"Journal of Materials Chemistry C","volume":" 9","pages":" 3444-3474"},"PeriodicalIF":5.1,"publicationDate":"2026-02-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147352600","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}
In the current era of big data, it is crucial to develop advanced optoelectronic devices that integrate sensing, storage, computing, and other functions to meet the diverse needs of information processing systems for high energy efficiency, high performance, and emerging functions of electronic devices. Gallium oxide (Ga2O3) stands out in fields such as photodetectors, field effect transistors, and gas sensors due to its advantages of ultra-wide bandgap (4.8–5.4 eV), high breakdown field strength (8 MV cm−1) and high dielectric constant, becoming the preferred material for the next generation of high-power devices. To overcome the size limitation of transistor performance in the Moore era, two-dimensional (2D) materials have received widespread attention in the field of electronic devices due to their advantages such as atomic thickness, no dangling bonds, and large specific surface area. Here, we provide a comprehensive review of the growth, integration and application of Ga2O3/2D heterojunctions in optoelectronic devices. This review summarizes their innovative applications in logic functional transistors, ultraviolet detectors, memory storage, optoelectronic synapse devices and flexible electronic devices, aiming to promote the practical application of Ga2O3-based devices and provide new ideas for the development of multifunctional integrated devices.
{"title":"Mixed-dimensional gallium oxide/two-dimensional material heterostructures for advanced electronics and optoelectronics","authors":"Wenwen Jin, Pengtao Mi and Li Tao","doi":"10.1039/D5TC04478B","DOIUrl":"https://doi.org/10.1039/D5TC04478B","url":null,"abstract":"<p >In the current era of big data, it is crucial to develop advanced optoelectronic devices that integrate sensing, storage, computing, and other functions to meet the diverse needs of information processing systems for high energy efficiency, high performance, and emerging functions of electronic devices. Gallium oxide (Ga<small><sub>2</sub></small>O<small><sub>3</sub></small>) stands out in fields such as photodetectors, field effect transistors, and gas sensors due to its advantages of ultra-wide bandgap (4.8–5.4 eV), high breakdown field strength (8 MV cm<small><sup>−1</sup></small>) and high dielectric constant, becoming the preferred material for the next generation of high-power devices. To overcome the size limitation of transistor performance in the Moore era, two-dimensional (2D) materials have received widespread attention in the field of electronic devices due to their advantages such as atomic thickness, no dangling bonds, and large specific surface area. Here, we provide a comprehensive review of the growth, integration and application of Ga<small><sub>2</sub></small>O<small><sub>3</sub></small>/2D heterojunctions in optoelectronic devices. This review summarizes their innovative applications in logic functional transistors, ultraviolet detectors, memory storage, optoelectronic synapse devices and flexible electronic devices, aiming to promote the practical application of Ga<small><sub>2</sub></small>O<small><sub>3</sub></small>-based devices and provide new ideas for the development of multifunctional integrated devices.</p>","PeriodicalId":84,"journal":{"name":"Journal of Materials Chemistry C","volume":" 9","pages":" 3427-3443"},"PeriodicalIF":5.1,"publicationDate":"2026-02-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147352599","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}
Peirun Duan, Qingming Ping, Douqiang Sun, Qihang Luo, Haojie Li, Haoyu Xu, Xian Liu, Xiaohui Shi and Lulu Du
Correction for ‘Electronic structures and magnetic properties of the rare-earth-free permanent magnet α″-Fe16N2: first-principles calculations’ by Peirun Duan et al., J. Mater. Chem. C, 2025, 13, 6728–6735, https://doi.org/10.1039/D4TC04934A.
Yehan Li, Ruonan Liu, Yiqi Li, Guanglei Chen, Yucen Wan and Ye Tian
In recent years, innovations in functional hydrogel technology have led to significant breakthroughs in the healthcare sector. Polyvinyl alcohol (PVA) hydrogels, owing to their multiple properties, have become ideal materials for biomedical applications. Although previous studies and reviews have summarized the preparation methods and applications of PVA hydrogels, most of these works remain largely descriptive and lack systematic analysis of the relationships between crosslinking strategies, network structures, multifunctional properties, and application requirements. To address these issues, this review comparatively analyzes how different crosslinking strategies influence the network structure and performance of PVA hydrogels. It reveals the roles of crosslinking mechanisms in regulating key properties such as conductivity, mechanical properties, self-healing capability, and anti-swelling resistance. Based on application demands, this review systematically analyzes the specific combinations of properties required for PVA-based hydrogels in biomarker detection, rehabilitation monitoring, wound dressings, drug delivery, and physiological signal monitoring. It further reveals design strategies for achieving performance matching through structural design. By linking crosslinking strategies, functional properties, and biomedical applications, this review provides guidance for the rational design of multifunctional PVA-based hydrogels for smart medical systems.
{"title":"PVA-based composite hydrogels for biomedical applications","authors":"Yehan Li, Ruonan Liu, Yiqi Li, Guanglei Chen, Yucen Wan and Ye Tian","doi":"10.1039/D5TC03904E","DOIUrl":"https://doi.org/10.1039/D5TC03904E","url":null,"abstract":"<p >In recent years, innovations in functional hydrogel technology have led to significant breakthroughs in the healthcare sector. Polyvinyl alcohol (PVA) hydrogels, owing to their multiple properties, have become ideal materials for biomedical applications. Although previous studies and reviews have summarized the preparation methods and applications of PVA hydrogels, most of these works remain largely descriptive and lack systematic analysis of the relationships between crosslinking strategies, network structures, multifunctional properties, and application requirements. To address these issues, this review comparatively analyzes how different crosslinking strategies influence the network structure and performance of PVA hydrogels. It reveals the roles of crosslinking mechanisms in regulating key properties such as conductivity, mechanical properties, self-healing capability, and anti-swelling resistance. Based on application demands, this review systematically analyzes the specific combinations of properties required for PVA-based hydrogels in biomarker detection, rehabilitation monitoring, wound dressings, drug delivery, and physiological signal monitoring. It further reveals design strategies for achieving performance matching through structural design. By linking crosslinking strategies, functional properties, and biomedical applications, this review provides guidance for the rational design of multifunctional PVA-based hydrogels for smart medical systems.</p>","PeriodicalId":84,"journal":{"name":"Journal of Materials Chemistry C","volume":" 8","pages":" 3018-3048"},"PeriodicalIF":5.1,"publicationDate":"2026-02-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147288205","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}
Mingxue Gao, Jia Wang, Manman Fang, Jie Yang and Zhen Li
Purely organic room-temperature phosphorescence (RTP) materials are a new kind of triplet emitters characterized by long emission lifetimes and high exciton utilization, offering great potential in a wide range of applications. To achieve efficient RTP emission, a deep understanding of the structure–property relationship is urgently needed. To date, most of the studies have focused on the effect of single molecular structures and molecular packing on RTP properties, while the molecular conformation, although very important, is often ignored. In this review, we highlight the significant influence of molecular conformation on RTP effects, including the conformation-dependent RTP phenomenon, the precise control of molecular conformation through rational molecular design and the dynamic regulation of molecular conformation with external stimulus.
{"title":"Conformation-dependent room-temperature phosphorescence in purely organic systems","authors":"Mingxue Gao, Jia Wang, Manman Fang, Jie Yang and Zhen Li","doi":"10.1039/D5TC04448K","DOIUrl":"https://doi.org/10.1039/D5TC04448K","url":null,"abstract":"<p >Purely organic room-temperature phosphorescence (RTP) materials are a new kind of triplet emitters characterized by long emission lifetimes and high exciton utilization, offering great potential in a wide range of applications. To achieve efficient RTP emission, a deep understanding of the structure–property relationship is urgently needed. To date, most of the studies have focused on the effect of single molecular structures and molecular packing on RTP properties, while the molecular conformation, although very important, is often ignored. In this review, we highlight the significant influence of molecular conformation on RTP effects, including the conformation-dependent RTP phenomenon, the precise control of molecular conformation through rational molecular design and the dynamic regulation of molecular conformation with external stimulus.</p>","PeriodicalId":84,"journal":{"name":"Journal of Materials Chemistry C","volume":" 8","pages":" 3049-3060"},"PeriodicalIF":5.1,"publicationDate":"2026-02-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147288206","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}
The widespread adoption of organic light-emitting diodes (OLEDs) in high-end electronics is due to their superior contrast, color accuracy, and flexible form factors. Despite these advancements, significant challenges remain, which limit overall device lifetime and efficiency. Traditional materials discovery methods are often slow, costly, and inefficient in exploring the vast chemical space, while conventional computational approaches are resource-intensive. The availability of materials databases and sophisticated algorithms has propelled machine learning to reshape OLED research. This review highlights machine learning's pivotal role throughout the entire OLED research and development process—from accelerating materials design and discovery through accurate property prediction, de novo molecular design, and high-throughput virtual screening to predicting device performance metrics such as external quantum efficiency and lifetime. Furthermore, machine learning is improving OLED characterization and analysis, enabling advanced spectroscopic data interpretation and image analysis for automated defect detection and manufacturing process control. Looking ahead, the future of machine learning-driven OLED innovation will focus on overcoming data ecosystem challenges, improving model interpretability using explainable artificial intelligence (XAI) techniques, expanding applicability to emerging OLED technologies (e.g., perovskite and quantum dot OLEDs) via transfer learning and physics-informed machine learning and deploying advanced methods for smart manufacturing. Ultimately, a collaborative effort between humans and artificial intelligence is set to accelerate scientific progress toward next-generation OLEDs.
{"title":"AI-powered OLEDs: speeding up innovation in displays","authors":"Monima Sarma and Tanmay Chatterjee","doi":"10.1039/D5TC03088A","DOIUrl":"https://doi.org/10.1039/D5TC03088A","url":null,"abstract":"<p >The widespread adoption of organic light-emitting diodes (OLEDs) in high-end electronics is due to their superior contrast, color accuracy, and flexible form factors. Despite these advancements, significant challenges remain, which limit overall device lifetime and efficiency. Traditional materials discovery methods are often slow, costly, and inefficient in exploring the vast chemical space, while conventional computational approaches are resource-intensive. The availability of materials databases and sophisticated algorithms has propelled machine learning to reshape OLED research. This review highlights machine learning's pivotal role throughout the entire OLED research and development process—from accelerating materials design and discovery through accurate property prediction, <em>de novo</em> molecular design, and high-throughput virtual screening to predicting device performance metrics such as external quantum efficiency and lifetime. Furthermore, machine learning is improving OLED characterization and analysis, enabling advanced spectroscopic data interpretation and image analysis for automated defect detection and manufacturing process control. Looking ahead, the future of machine learning-driven OLED innovation will focus on overcoming data ecosystem challenges, improving model interpretability using explainable artificial intelligence (XAI) techniques, expanding applicability to emerging OLED technologies (<em>e.g.</em>, perovskite and quantum dot OLEDs) <em>via</em> transfer learning and physics-informed machine learning and deploying advanced methods for smart manufacturing. Ultimately, a collaborative effort between humans and artificial intelligence is set to accelerate scientific progress toward next-generation OLEDs.</p>","PeriodicalId":84,"journal":{"name":"Journal of Materials Chemistry C","volume":" 9","pages":" 3371-3413"},"PeriodicalIF":5.1,"publicationDate":"2026-01-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147352590","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}
Yu Cao, Tejal Nirgude, Frédéric Dubois, Dharmendra Pratap Singh, Fengcheng Xi, Feng Liu and Mohamed Alaasar
We report a new class of photo-responsive polar nanostructured liquid crystals. Controlled aromatic core fluorination directs self-assembly into a novel tetragonal mesophase with co-existing columns and micelles. These unique nanostructured materials enable tunable charge transport, providing a design model for functional organic semiconductors.
{"title":"Controlling self-assembly and charge transport in photo-responsive nanostructured materials","authors":"Yu Cao, Tejal Nirgude, Frédéric Dubois, Dharmendra Pratap Singh, Fengcheng Xi, Feng Liu and Mohamed Alaasar","doi":"10.1039/D5TC03932K","DOIUrl":"https://doi.org/10.1039/D5TC03932K","url":null,"abstract":"<p >We report a new class of photo-responsive polar nanostructured liquid crystals. Controlled aromatic core fluorination directs self-assembly into a novel tetragonal mesophase with co-existing columns and micelles. These unique nanostructured materials enable tunable charge transport, providing a design model for functional organic semiconductors.</p>","PeriodicalId":84,"journal":{"name":"Journal of Materials Chemistry C","volume":" 5","pages":" 1799-1804"},"PeriodicalIF":5.1,"publicationDate":"2026-01-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://pubs.rsc.org/en/content/articlepdf/2026/tc/d5tc03932k?page=search","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146116941","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}