Pub Date : 2026-01-07DOI: 10.1016/j.matt.2025.102513
Siamak Mirfendereski , Ankur Gupta
Turing patterns are stationary, wave-like structures that emerge from the nonequilibrium assembly of reactive and diffusive components. While they are foundational in biophysics, their classical formulation relies on a single characteristic length scale that balances reaction and diffusion, making them overly simplistic for describing biological patterns, which often exhibit multi-scale structures, grain-like textures, and inherent imperfections. Here, we integrate diffusiophoretically assisted assembly of finite-sized cells, driven by a background chemical gradient in a Turing pattern, while also incorporating intercellular interactions. This framework introduces key control parameters, such as the Péclet number, cell size distribution, and intercellular interactions, enabling us to reproduce strikingly similar structural features observed in natural patterns. We report imperfections, including spatial variations in pattern thickness, packing limits, and pattern breakups. Our model not only deepens our understanding but also opens a new line of inquiry into imperfect Turing patterns that deviate from the classical formulation in significant ways.
{"title":"Imperfect Turing patterns: Diffusiophoretic assembly of hard spheres via reaction-diffusion instabilities","authors":"Siamak Mirfendereski , Ankur Gupta","doi":"10.1016/j.matt.2025.102513","DOIUrl":"10.1016/j.matt.2025.102513","url":null,"abstract":"<div><div>Turing patterns are stationary, wave-like structures that emerge from the nonequilibrium assembly of reactive and diffusive components. While they are foundational in biophysics, their classical formulation relies on a single characteristic length scale that balances reaction and diffusion, making them overly simplistic for describing biological patterns, which often exhibit multi-scale structures, grain-like textures, and inherent imperfections. Here, we integrate diffusiophoretically assisted assembly of finite-sized cells, driven by a background chemical gradient in a Turing pattern, while also incorporating intercellular interactions. This framework introduces key control parameters, such as the Péclet number, cell size distribution, and intercellular interactions, enabling us to reproduce strikingly similar structural features observed in natural patterns. We report imperfections, including spatial variations in pattern thickness, packing limits, and pattern breakups. Our model not only deepens our understanding but also opens a new line of inquiry into imperfect Turing patterns that deviate from the classical formulation in significant ways.</div></div>","PeriodicalId":388,"journal":{"name":"Matter","volume":"9 1","pages":"Article 102513"},"PeriodicalIF":17.5,"publicationDate":"2026-01-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145384096","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}
Pub Date : 2026-01-07DOI: 10.1016/j.matt.2025.102528
Shixu Yu , Ziyang Lu , Lu Chen , Chao Xu , Jie Zhou , Erlantz Lizundia , Chaoji Chen
Natural wood, as a widely available biomass, has garnered significant attention due to its unique hierarchical structure and intrinsic advantages. With the continued growth in energy demand and the emphasis on green development, there is an urgent need for sustainable electrically conductive materials. While natural wood inherently lacks electrical conductivity, recent advances in manufacturing have created opportunities to convert it into electrically conductive wood-based materials. These materials enable a wide range of applications including, but not limited to, electrochemical energy storage, environmental remediation, electromagnetic interference (EMI) shielding, sensing, and thermal management. In this review, we provide comprehensive insights into the modification strategies and principles for fabricating electrically conductive wood-based materials, as well as their derived properties, functions, applications, and environmental impact. To fully leverage the potential of these materials, we also highlight the current existing challenges they face and discuss the opportunities for next-generation electrically conductive wood-based materials. This review aims to serve as a guide to further promote the use of renewable wood-sourced biomass and the development of wood-based materials, supporting global efforts toward a more sustainable future.
{"title":"Electrically conductive wood-based materials beyond biochar: Modifications, functions, and environmental impact","authors":"Shixu Yu , Ziyang Lu , Lu Chen , Chao Xu , Jie Zhou , Erlantz Lizundia , Chaoji Chen","doi":"10.1016/j.matt.2025.102528","DOIUrl":"10.1016/j.matt.2025.102528","url":null,"abstract":"<div><div>Natural wood, as a widely available biomass, has garnered significant attention due to its unique hierarchical structure and intrinsic advantages. With the continued growth in energy demand and the emphasis on green development, there is an urgent need for sustainable electrically conductive materials. While natural wood inherently lacks electrical conductivity, recent advances in manufacturing have created opportunities to convert it into electrically conductive wood-based materials. These materials enable a wide range of applications including, but not limited to, electrochemical energy storage, environmental remediation, electromagnetic interference (EMI) shielding, sensing, and thermal management. In this review, we provide comprehensive insights into the modification strategies and principles for fabricating electrically conductive wood-based materials, as well as their derived properties, functions, applications, and environmental impact. To fully leverage the potential of these materials, we also highlight the current existing challenges they face and discuss the opportunities for next-generation electrically conductive wood-based materials. This review aims to serve as a guide to further promote the use of renewable wood-sourced biomass and the development of wood-based materials, supporting global efforts toward a more sustainable future.</div></div>","PeriodicalId":388,"journal":{"name":"Matter","volume":"9 1","pages":"Article 102528"},"PeriodicalIF":17.5,"publicationDate":"2026-01-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145908470","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}
Pub Date : 2026-01-07DOI: 10.1016/j.matt.2025.102382
Lu Zhao , Zitao Chen , Song Hu , Aomiao Zhi , Junqiao Wu , Feiyu Kang , Xuezeng Tian , Xiaokun Gu , Bo Sun
Graphite is a cornerstone material in heat dissipation due to its exceptionally high in-plane thermal conductivity (∼2,000 W m−1 K−1). However, its low through-plane thermal conductivity remains a bottleneck for heat dissipation, typically limited to 5–9 W m−1 K−1. Here we reveal that graphite, when the structure is optimized, delivers a record high through-plane thermal conductivity of up to 13.4 W m−1 K−1 at room temperature. This enhancement is achieved by reducing the helical twist within the graphite crystal structure. We demonstrate that while they have a minimal impact on in-plane conductivity, these twists significantly hinder heat-carrying phonons traveling through-plane. This work establishes a new benchmark for graphite’s thermal properties and paves the way for unlocking its full potential in thermal management applications.
石墨由于其极高的面内导热系数(~ 2000 W m−1 K−1)而成为散热的基石材料。然而,其低通平面导热系数仍然是散热的瓶颈,通常限制在5-9 W m−1 K−1。在这里,我们发现,当结构优化时,石墨在室温下提供了创纪录的高通过面导热系数,高达13.4 W m−1 K−1。这种增强是通过减少石墨晶体结构中的螺旋扭曲来实现的。我们证明,虽然它们对平面内电导率的影响很小,但这些扭曲明显阻碍了携带热量的声子穿过平面。这项工作为石墨的热性能建立了新的基准,并为释放其在热管理应用中的全部潜力铺平了道路。
{"title":"Ultrahigh through-plane thermal conductivity of graphite by reducing inter-plane twist","authors":"Lu Zhao , Zitao Chen , Song Hu , Aomiao Zhi , Junqiao Wu , Feiyu Kang , Xuezeng Tian , Xiaokun Gu , Bo Sun","doi":"10.1016/j.matt.2025.102382","DOIUrl":"10.1016/j.matt.2025.102382","url":null,"abstract":"<div><div>Graphite is a cornerstone material in heat dissipation due to its exceptionally high in-plane thermal conductivity (∼2,000 W m<sup>−1</sup> K<sup>−1</sup>). However, its low through-plane thermal conductivity remains a bottleneck for heat dissipation, typically limited to 5–9 W m<sup>−1</sup> K<sup>−1</sup>. Here we reveal that graphite, when the structure is optimized, delivers a record high through-plane thermal conductivity of up to 13.4 W m<sup>−1</sup> K<sup>−1</sup> at room temperature. This enhancement is achieved by reducing the helical twist within the graphite crystal structure. We demonstrate that while they have a minimal impact on in-plane conductivity, these twists significantly hinder heat-carrying phonons traveling through-plane. This work establishes a new benchmark for graphite’s thermal properties and paves the way for unlocking its full potential in thermal management applications.</div></div>","PeriodicalId":388,"journal":{"name":"Matter","volume":"9 1","pages":"Article 102382"},"PeriodicalIF":17.5,"publicationDate":"2026-01-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145908473","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}
Pub Date : 2025-12-18DOI: 10.1016/j.matt.2025.102562
Mingchao Liu, Weining Mao, Yiqiu Zhao, Qin Xu, Yixiang Gan, Yifan Wang, K. Jimmy Hsia
Jammed granular matter exhibits diverse rate-dependent behaviors that govern its mechanical response. We examine jammed assemblies under confining pressure and identify rate-strengthening, rate-independent, and rate-softening behaviors. Remarkably, we discover a pronounced rate-softening effect in rice particles, where increasing loading rate significantly reduces yield stress due to a sharp drop in surface friction, weakening the granular force-chain network. Through systematic experiments and simulations, we reveal that this behavior is tunable by modifying surface friction or confining pressure, unlocking design possibilities. To demonstrate its functional significance, we develop a bi-beam metamaterial that switches buckling direction with loading speed; extending to a dual-unit design yields a programmable response—contact reinforcement at slow rates, separation at fast—amplifying the rate dependence. These findings establish a new paradigm for tunable metamaterials, harnessing rate dependence of granular matter to create adaptive and programmable mechanical systems with potential applications in soft robotics, energy absorption, and wearable protection.
{"title":"Rate dependence in granular matter with application to tunable metamaterials","authors":"Mingchao Liu, Weining Mao, Yiqiu Zhao, Qin Xu, Yixiang Gan, Yifan Wang, K. Jimmy Hsia","doi":"10.1016/j.matt.2025.102562","DOIUrl":"https://doi.org/10.1016/j.matt.2025.102562","url":null,"abstract":"Jammed granular matter exhibits diverse rate-dependent behaviors that govern its mechanical response. We examine jammed assemblies under confining pressure and identify rate-strengthening, rate-independent, and rate-softening behaviors. Remarkably, we discover a <em>pronounced rate-softening effect</em> in rice particles, where increasing loading rate significantly reduces yield stress due to a sharp drop in surface friction, weakening the granular force-chain network. Through systematic experiments and simulations, we reveal that this behavior is tunable by modifying surface friction or confining pressure, unlocking design possibilities. To demonstrate its functional significance, we develop a bi-beam metamaterial that switches buckling direction with loading speed; extending to a dual-unit design yields a programmable response—contact reinforcement at slow rates, separation at fast—amplifying the rate dependence. These findings establish a new paradigm for tunable metamaterials, harnessing rate dependence of granular matter to create adaptive and programmable mechanical systems with potential applications in soft robotics, energy absorption, and wearable protection.","PeriodicalId":388,"journal":{"name":"Matter","volume":"29 1","pages":""},"PeriodicalIF":18.9,"publicationDate":"2025-12-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145771206","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}
Thermal management is crucial for electronics, especially in the artificial intelligence era of high-power computing. Ultra-low thermal resistance materials are essential for graphics processing units (GPUs)/central processing units (CPUs) but face trade-offs between interfacial resistance, conductivity, mechanical compliance, and durability. Herein, we present a carbon-silicone composite pad with vertically aligned graphite flakes engineered through a two-step strategy: in situ crack formation via ultrasonic treatment followed by precision mechanical polishing. This approach synergistically realizes smooth interfaces and superior graphite deformability, thereby fundamentally addressing the intrinsic trade-off between bulk compressibility and interfacial contact integrity in vertically structured carbon-based thermal interface materials. The optimized composite shows outstanding performance (total thermal resistance = 1.8 mm2K/W at 50 psi, and bulk thermal conductivity exceeds 460 W/mK), high compressibility (45% strain at 50 psi), and fairly good thermal cycling stability. Our findings establish a transformative route toward next-generation thermal interface materials, offering a critical enabler for energy-efficient artificial intelligence hardware development.
{"title":"Extremely low thermal resistance in solid-state thermal pad from in situ graphite cracking for high-power artificial intelligence chip","authors":"Pingjun Luo, Yisimayili Tuersun, Yixin Chen, Zexi Chen, Mengliang Li, Qi Huang, Xuechen Chen, Zuxin Chen, Sheng Chu","doi":"10.1016/j.matt.2025.102547","DOIUrl":"https://doi.org/10.1016/j.matt.2025.102547","url":null,"abstract":"Thermal management is crucial for electronics, especially in the artificial intelligence era of high-power computing. Ultra-low thermal resistance materials are essential for graphics processing units (GPUs)/central processing units (CPUs) but face trade-offs between interfacial resistance, conductivity, mechanical compliance, and durability. Herein, we present a carbon-silicone composite pad with vertically aligned graphite flakes engineered through a two-step strategy: <em>in situ</em> crack formation via ultrasonic treatment followed by precision mechanical polishing. This approach synergistically realizes smooth interfaces and superior graphite deformability, thereby fundamentally addressing the intrinsic trade-off between bulk compressibility and interfacial contact integrity in vertically structured carbon-based thermal interface materials. The optimized composite shows outstanding performance (total thermal resistance = 1.8 mm<sup>2</sup>K/W at 50 psi, and bulk thermal conductivity exceeds 460 W/mK), high compressibility (45% strain at 50 psi), and fairly good thermal cycling stability. Our findings establish a transformative route toward next-generation thermal interface materials, offering a critical enabler for energy-efficient artificial intelligence hardware development.","PeriodicalId":388,"journal":{"name":"Matter","volume":"3 1","pages":""},"PeriodicalIF":18.9,"publicationDate":"2025-12-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145760208","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}
Pub Date : 2025-12-15DOI: 10.1016/j.matt.2025.102568
Heejung W. Chung, Pjotrs Žguns, Ju Li, Bilge Yildiz
Discovery of fast proton conductors is important for advancing clean energy technologies. This requires a better understanding of proton migration mechanisms. While structural and chemical traits of ternary metal oxides have been related to proton migration barriers, lattice dynamical effects have not been resolved quantitatively. In this work, we introduce a phonon-based dynamic descriptor, termed “thermal O…O fluctuation,” quantifying the flexibility of donor-acceptor oxide-ion pairs. This enables direct comparison of O-sublattice flexibility across diverse metal oxides. Using regression models, we ranked physical descriptors as predictors of proton mobility, finding that H-bond length and thermal O…O fluctuation were the strongest descriptors. Further analysis revealed a critical O…O spacing of 2.4 Å at the transition state, which is easier to reach by more flexible donor-acceptor pairs, enabling facile proton transfer. Our results demonstrate oxygen sublattice flexibility as a dynamic descriptor and provide guiding principles for enhancing proton mobility in ternary metal oxides.
{"title":"Flexibility of oxygen sublattice and hydrogen bond length predict proton mobility in ternary metal oxides","authors":"Heejung W. Chung, Pjotrs Žguns, Ju Li, Bilge Yildiz","doi":"10.1016/j.matt.2025.102568","DOIUrl":"https://doi.org/10.1016/j.matt.2025.102568","url":null,"abstract":"Discovery of fast proton conductors is important for advancing clean energy technologies. This requires a better understanding of proton migration mechanisms. While structural and chemical traits of ternary metal oxides have been related to proton migration barriers, lattice dynamical effects have not been resolved quantitatively. In this work, we introduce a phonon-based dynamic descriptor, termed “thermal O…O fluctuation,” quantifying the flexibility of donor-acceptor oxide-ion pairs. This enables direct comparison of O-sublattice flexibility across diverse metal oxides. Using regression models, we ranked physical descriptors as predictors of proton mobility, finding that H-bond length and thermal O…O fluctuation were the strongest descriptors. Further analysis revealed a critical O…O spacing of 2.4 Å at the transition state, which is easier to reach by more flexible donor-acceptor pairs, enabling facile proton transfer. Our results demonstrate oxygen sublattice flexibility as a dynamic descriptor and provide guiding principles for enhancing proton mobility in ternary metal oxides.","PeriodicalId":388,"journal":{"name":"Matter","volume":"1 1","pages":""},"PeriodicalIF":18.9,"publicationDate":"2025-12-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145760293","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}
Pub Date : 2025-12-09DOI: 10.1016/j.matt.2025.102533
Wanjie Bai, Haotian Li, Huijie Liu, Xianheng Wang, Zhipeng Gu, Ye Yang, Yiwen Li
Black color is the most typical feature of natural and synthetic melanins, which results from the complex packing and chemical disorder of the molecular structure within melanins. From nature and beyond nature, breaking through the black color boundary, expanding the scope of inherent functions, and establishing clearer structure-function relationship of melanin is necessary but hard due to the inherent chaos structure caused by random covalent coupling and supramolecular assembly. Herein, starting from melanin-inspired monomers, we chose and assembled typical organic acceptor molecules (TCNB/TCNQ) with melanin-inspired donor molecules to prepare a series of colorful melanin-inspired pigments through the co-crystallization strategy. The resulting colorful melanin-inspired pigments exhibited multiple colors and different rod-like morphologies compared with many melanin-like polymers. Particularly, green DHI/TCNQ powder presented excellent photothermal efficiency (∼69.8%) for antibacterial application. This work would provide new structure-function tailoring strategy toward the design of melanin-like polymers with highly ordered structures and desirable properties.
{"title":"Colorful melanin-inspired pigments","authors":"Wanjie Bai, Haotian Li, Huijie Liu, Xianheng Wang, Zhipeng Gu, Ye Yang, Yiwen Li","doi":"10.1016/j.matt.2025.102533","DOIUrl":"https://doi.org/10.1016/j.matt.2025.102533","url":null,"abstract":"Black color is the most typical feature of natural and synthetic melanins, which results from the complex packing and chemical disorder of the molecular structure within melanins. From nature and beyond nature, breaking through the black color boundary, expanding the scope of inherent functions, and establishing clearer structure-function relationship of melanin is necessary but hard due to the inherent chaos structure caused by random covalent coupling and supramolecular assembly. Herein, starting from melanin-inspired monomers, we chose and assembled typical organic acceptor molecules (TCNB/TCNQ) with melanin-inspired donor molecules to prepare a series of colorful melanin-inspired pigments through the co-crystallization strategy. The resulting colorful melanin-inspired pigments exhibited multiple colors and different rod-like morphologies compared with many melanin-like polymers. Particularly, green DHI/TCNQ powder presented excellent photothermal efficiency (∼69.8%) for antibacterial application. This work would provide new structure-function tailoring strategy toward the design of melanin-like polymers with highly ordered structures and desirable properties.","PeriodicalId":388,"journal":{"name":"Matter","volume":"13 1","pages":""},"PeriodicalIF":18.9,"publicationDate":"2025-12-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145711300","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}
Pub Date : 2025-12-05DOI: 10.1016/j.matt.2025.102531
Víctor de la Asunción-Nadal, Michaela Vojníková, Jack Latella, Chuanrui Chen, An-Yi Chang, Robert Kobrin, Zhenning Zhou, Yihan Che, Zbyněk Heger, Joseph Wang
Microscale biohybrid robots harnessing naturally motile cells offer autonomous long-lasting propulsion and biocompatibility. Yet, precisely directing and controlling their motion remains challenging. Here we demonstrate independent and simultaneous control over different types of biohybrid microrobots and complex motion pattern generation by combining multiple inputs into a single microrobot. We present a novel motion control mechanism for simultaneous phototactic and magnetotactic operation of biohybrid microrobots based on wild-type and blind Chlamydomonas reinhardtii (CR) modified with gelatin-Fe3O4 nanoparticles (gel-SPION). As a result, we developed methods to precisely control the motion of three distinct biohybrids with combined light and magnetic fields. By applying a combination of light and magnetic fields, different biohybrid strains can be sorted in different directions and controlled independently by decoupling the biohybrid magnetotactic and phototactic responses. This work lays the foundation for programmable, selective manipulation of biohybrid microrobots in variable environments, paving the way for advanced control strategies.
{"title":"Photo-magnetically actuated biohybrid microrobots","authors":"Víctor de la Asunción-Nadal, Michaela Vojníková, Jack Latella, Chuanrui Chen, An-Yi Chang, Robert Kobrin, Zhenning Zhou, Yihan Che, Zbyněk Heger, Joseph Wang","doi":"10.1016/j.matt.2025.102531","DOIUrl":"https://doi.org/10.1016/j.matt.2025.102531","url":null,"abstract":"Microscale biohybrid robots harnessing naturally motile cells offer autonomous long-lasting propulsion and biocompatibility. Yet, precisely directing and controlling their motion remains challenging. Here we demonstrate independent and simultaneous control over different types of biohybrid microrobots and complex motion pattern generation by combining multiple inputs into a single microrobot. We present a novel motion control mechanism for simultaneous phototactic and magnetotactic operation of biohybrid microrobots based on wild-type and blind <em>Chlamydomonas reinhardtii</em> (CR) modified with gelatin-Fe<sub>3</sub>O<sub>4</sub> nanoparticles (gel-SPION). As a result, we developed methods to precisely control the motion of three distinct biohybrids with combined light and magnetic fields. By applying a combination of light and magnetic fields, different biohybrid strains can be sorted in different directions and controlled independently by decoupling the biohybrid magnetotactic and phototactic responses. This work lays the foundation for programmable, selective manipulation of biohybrid microrobots in variable environments, paving the way for advanced control strategies.","PeriodicalId":388,"journal":{"name":"Matter","volume":"16 1","pages":"102531"},"PeriodicalIF":18.9,"publicationDate":"2025-12-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145711304","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}
Pub Date : 2025-12-03DOI: 10.1016/j.matt.2025.102530
Lei Zhang
This is a perspective on how energetic materials can learn—and teach. What began as a search for high-energy-density structure and high stability has grown into a dialogue among matter, models, and machines. Along this path, the ideas of dual aromaticity, multiscale thinking, and intelligent design converged into a single loop: letting materials guide their own discovery. This piece reflects on that journey and argues for a more reciprocal relationship between science and matter itself.
{"title":"Matter that learns: A closed-AI-loop journey in energetic materials","authors":"Lei Zhang","doi":"10.1016/j.matt.2025.102530","DOIUrl":"10.1016/j.matt.2025.102530","url":null,"abstract":"<div><div>This is a perspective on how energetic materials can learn—and teach. What began as a search for high-energy-density structure and high stability has grown into a dialogue among matter, models, and machines. Along this path, the ideas of dual aromaticity, multiscale thinking, and intelligent design converged into a single loop: letting materials guide their own discovery. This piece reflects on that journey and argues for a more reciprocal relationship between science and matter itself.</div></div>","PeriodicalId":388,"journal":{"name":"Matter","volume":"8 12","pages":"Article 102530"},"PeriodicalIF":17.5,"publicationDate":"2025-12-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145658944","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}
Pub Date : 2025-12-03DOI: 10.1016/j.matt.2025.102480
Xinran Li , Cong Liu , Xiangkun Elvis Cao , Yang-Fan Xu , Xiangdong Yao
Hydrogen is considered a clean energy source that could replace fossil fuels in a future carbon-neutral society. However, persistent challenges associated with low hydrogen storage density and significant energy consumption inherent in conventional high-pressure gaseous and cryogenic liquid hydrogen storage remain. To this end, chemical hydrogen storage has emerged as a viable alternative. Furthermore, substantial progress has been achieved by incorporating renewable and potent light energy into hydrogen uptake and release processes, indicating a promising avenue for addressing the global energy crisis and enhancing the efficiency of hydrogen storage processes. This review comprehensively summarizes recent advancements in material design and their applications in various light-driven photothermochemical hydrogen storage systems. The roles and mechanisms of these materials are discussed in detail to underscore the recent progress. Ultimately, this paper aims to highlight existing challenges and propose future directions for research and application in light-advanced hydrogen storage.
{"title":"Powering chemical hydrogen storage with photothermochemical catalysis","authors":"Xinran Li , Cong Liu , Xiangkun Elvis Cao , Yang-Fan Xu , Xiangdong Yao","doi":"10.1016/j.matt.2025.102480","DOIUrl":"10.1016/j.matt.2025.102480","url":null,"abstract":"<div><div>Hydrogen is considered a clean energy source that could replace fossil fuels in a future carbon-neutral society. However, persistent challenges associated with low hydrogen storage density and significant energy consumption inherent in conventional high-pressure gaseous and cryogenic liquid hydrogen storage remain. To this end, chemical hydrogen storage has emerged as a viable alternative. Furthermore, substantial progress has been achieved by incorporating renewable and potent light energy into hydrogen uptake and release processes, indicating a promising avenue for addressing the global energy crisis and enhancing the efficiency of hydrogen storage processes. This review comprehensively summarizes recent advancements in material design and their applications in various light-driven photothermochemical hydrogen storage systems. The roles and mechanisms of these materials are discussed in detail to underscore the recent progress. Ultimately, this paper aims to highlight existing challenges and propose future directions for research and application in light-advanced hydrogen storage.</div></div>","PeriodicalId":388,"journal":{"name":"Matter","volume":"8 12","pages":"Article 102480"},"PeriodicalIF":17.5,"publicationDate":"2025-12-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145659040","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}