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Modulating Synaptic Plasticity of Analogue Memristor Based on Oxidized MXene Composited with ZrO2 Quantum Dots 基于氧化MXene与ZrO2量子点复合的模拟忆阻器突触可塑性调制
IF 8.7 1区 化学 Q1 MATERIALS SCIENCE, MULTIDISCIPLINARY Pub Date : 2025-11-10 DOI: 10.1021/acsmaterialslett.5c01003
Fernando Ordonez Morales, , , Prabana Jetty, , , Seongchan Kim, , , Somnath S. Kundale, , , Windy Ayu Lestari, , , Jaeyoung Seo, , , Namyoung Gwak, , , Hee-Soo Kim*, , , Sang Yong Nam*, , , Nuri Oh*, , and , Jun Hong Park*, 

As an emerging artificial synapse for emulating the human brain, the memristor is promising owing to its excellent ability to mimic synaptic functions. In this work, we report an analogue memristor based on a composite of hydrothermally oxidized Ti3C2Tx MXene and ligand-exchanged ZrO2 quantum dots (QDs), synthesized via a solution-based method using DMF at a 1:2 weight ratio. The resulting Ag/oxidized MXene-ZrO2 QDs/FTO (fluorine-doped tin oxide) memristor exhibits a transition from digital to analogue resistive switching (RS) due to the integration of the ZrO2 QDs. It supports 18 linearly modulated conductance levels, enabling multilevel memory storage beyond 4 bits. Its reliable and reconfigurable switching behavior supports synaptic weight modulation and image recognition tasks in an artificial neural network. The synergistic interaction between oxidized MXene and ZrO2 QDs in the composite enables low-power operational analogue memristors with tunable synaptic plasticity, making it suitable for next-generation neuromorphic computing devices.

记忆电阻器作为一种新兴的模拟人脑的人工突触,由于其出色的模拟突触功能的能力而具有广阔的应用前景。在这项工作中,我们报道了一种基于水热氧化Ti3C2Tx MXene和配体交换ZrO2量子点(QDs)的复合材料的模拟忆阻器,通过基于溶液的方法,使用DMF以1:2的重量比合成。由于ZrO2量子点的集成,所得的Ag/氧化MXene-ZrO2量子点/FTO(氟掺杂氧化锡)忆阻器表现出从数字到模拟电阻开关(RS)的转变。它支持18个线性调制电导电平,支持超过4位的多电平存储器存储。其可靠且可重构的切换行为支持人工神经网络中的突触权调制和图像识别任务。复合材料中氧化MXene和ZrO2量子点之间的协同相互作用使低功耗操作模拟忆阻器具有可调的突触可塑性,使其适用于下一代神经形态计算设备。
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引用次数: 0
Mitigating Strain Inhomogeneity in Polycrystalline Molybdenum Disulfide Films via Thermal Relaxation of Polymer Substrates 利用聚合物衬底的热弛豫减轻多晶二硫化钼薄膜的应变不均匀性
IF 8.7 1区 化学 Q1 MATERIALS SCIENCE, MULTIDISCIPLINARY Pub Date : 2025-11-10 DOI: 10.1021/acsmaterialslett.5c01338
Jeongki Kim, , , Ce Liang, , and , Jaehyung Yu*, 

Polycrystalline two-dimensional (2D) materials yield in-plane strain inhomogeneity due to the residual mismatch accumulated from stitching misoriented grains. Since optoelectronic properties of 2D materials are sensitive to the in-plane strain, characterizing and controlling this strain landscape is key to wafer-scale uniformity. Here, we introduce a polymer-assisted thermal relaxation process that reduces in-plane strain inhomogeneity in polycrystalline monolayer MoS2 films. By heating the polymer substrate above its glass-transition temperature, the MoS2 films on the polymer substrate spontaneously form three-dimensional wrinkles and relieve their strain inhomogeneity. A Raman spectroscopy-based metric is proposed to quantify the strain inhomogeneity in the films across various grain sizes. Finally, we demonstrate that incorporating thermal relaxation into a conventional dry-transfer process reduces strain inhomogeneity by up to 50% relative to as-grown films. This work provides a practical approach to characterize and mitigate strain inhomogeneity in polycrystalline TMDs, enabling homogeneous, wafer-scale 2D films.

多晶二维(2D)材料的面内应变不均匀性是由于拼接取向错误的晶粒所累积的残余失配。由于二维材料的光电特性对面内应变非常敏感,表征和控制这种应变景观是圆片尺度均匀性的关键。在这里,我们介绍了一种聚合物辅助的热松弛工艺,可以减少多晶单层MoS2薄膜的平面内应变不均匀性。通过将聚合物衬底加热到玻璃化转变温度以上,聚合物衬底上的二硫化钼薄膜会自发形成三维褶皱,从而缓解其应变不均匀性。提出了一种基于拉曼光谱的度量来量化不同晶粒尺寸薄膜中的应变不均匀性。最后,我们证明了将热松弛结合到传统的干转移过程中,相对于生长薄膜,可以减少高达50%的应变不均匀性。这项工作提供了一种实用的方法来表征和减轻多晶tmd中的应变不均匀性,从而实现均匀的晶圆级2D薄膜。
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引用次数: 0
Halogen–Halogen Noncovalent Bond Formation Determines the Pressure-Dependent Unique Emission Behavior in Zero-Dimensional Halide Perovskites 卤素-卤素非共价键的形成决定了零维卤化物钙钛矿中压力依赖的独特发射行为
IF 8.7 1区 化学 Q1 MATERIALS SCIENCE, MULTIDISCIPLINARY Pub Date : 2025-11-10 DOI: 10.1021/acsmaterialslett.5c01199
Dhritismita Sarma, , , Anand Sharma, , and , Arup Mahata*, 

Self-trapped exciton (STEs)-driven emission has made zero-dimensional (0D) halide perovskites unique and promising for light-emitting technologies. Strain engineering modulates STEs and shows a unique sharp modulation of emission properties at a particular range of external pressure in 0D all-inorganic perovskites. Using state-of-the-art first-principle calculations on A4BX6 perovskites, we have unveiled the structural origin of this observation. We find that, at a critical pressure range, STE get a sharp stabilization due to the [BX6]4– octahedral twisting and the concomitant emergence of strong halogen–halogen noncovalent interaction between the neighboring octahedra, resulting the formation of axially elongated and equatorially compressed [BX6]4– octahedra, making ns2 lone-pair stereochemically active and facilitating higher extent of electron–hole overlap, resulting in the formation of highly stable well-defined STE. This study offers a comprehensive understanding of strain-induced optoelectronic modulation in 0D perovskites and unveils the origin of the experimental observations on emission enhancement at a critical range of pressure.

自捕获激子(STEs)驱动发射使得零维卤化物钙钛矿(0D)成为一种独特的发光技术。应变工程可以调制STEs,并在特定的外部压力范围内对0D全无机钙钛矿的发射特性进行了独特的急剧调制。利用A4BX6钙钛矿最先进的第一性原理计算,我们揭示了这一观察的结构起源。我们发现,在临界压力范围内,由于[BX6]4 -八面体的扭转以及相邻八面体之间强烈的卤素-卤素非共价相互作用的出现,STE得到了急剧的稳定,形成了轴向延长和等向压缩的[BX6]4 -八面体,使ns2孤对具有立体化学活性,并促进了更高程度的电子-空穴重叠,从而形成了高度稳定的定义良好的STE。本研究提供了对0D钙钛矿应变诱导光电调制的全面理解,揭示了在临界压力范围内发射增强的实验观察的起源。
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引用次数: 0
Homooligomeric Nanostructure Transition from RNAs to DNAs 同源寡聚纳米结构从rna到dna的转变
IF 8.7 1区 化学 Q1 MATERIALS SCIENCE, MULTIDISCIPLINARY Pub Date : 2025-11-09 DOI: 10.1021/acsmaterialslett.5c01232
Hongfei He, , , Simeng Ji, , , Xiaoqiu Zheng, , , Yilin Wang, , , Yuanqin Luo, , , Yan Zhou, , , Tingyu Zhu, , , Yuchuan Zhou, , , Meiling Fei, , , Ting Zhao, , , Qiuyu Liao, , , Huan Xu*, , , Lin Xiao*, , and , Jiazhen Lyu*, 

RNAs and DNAs with identical sequences often adopt distinct structures. To understand the connection between RNA and DNA structures of an identical sequence, we used the RNA square as an experimental model to study the structural transformation from RNAs to DNAs. Interestingly, we found that the RNA square can transform into a mixture of square and triangle by gradually replacing RNA with DNA nucleotides and finally transform into a DNA triangle by total DNA nucleotide replacement. The oxDNA simulation results reveal that the RNA–DNA hybrid square becomes destabilized, while a hybrid triangle emerges. Further, by reducing the loop length of the DNA motif, it could assemble into triangles, squares, or pentagons with sufficient flexibility, similar to the RNA ones. Our experimental results have demonstrated the different self-assembly pathways of RNA and DNA with the same sequence, which provides a homoassembly strategy for studying the structural transformation from RNAs to DNAs.

具有相同序列的rna和dna通常采用不同的结构。为了了解相同序列的RNA和DNA结构之间的联系,我们使用RNA方阵作为实验模型来研究从RNA到DNA的结构转化。有趣的是,我们发现RNA方形可以通过逐渐用DNA核苷酸替换RNA转变为正方形和三角形的混合物,最终通过总DNA核苷酸替换转变为DNA三角形。oxDNA模拟结果表明,RNA-DNA杂化方形不稳定,杂化三角形出现。此外,通过减少DNA基序的环长度,它可以像RNA一样以足够的灵活性组装成三角形、正方形或五边形。我们的实验结果证明了相同序列的RNA和DNA具有不同的自组装途径,这为研究RNA到DNA的结构转化提供了一种同质组装策略。
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引用次数: 0
Electrochemically Integrated Carbon Capture and Utilization 电化学集成碳捕获与利用
IF 8.7 1区 化学 Q1 MATERIALS SCIENCE, MULTIDISCIPLINARY Pub Date : 2025-11-09 DOI: 10.1021/acsmaterialslett.5c01172
Yiwen Zhong, , , Zhi Zheng, , , Derek Hao, , , Huanyu Jin, , , Xiaobo Zheng, , , Yitong Li, , , Hai Yu*, , , Baohua Jia, , , Tianyi Ma*, , and , Peng Li*, 

Electrochemically integrated carbon capture and utilization (eICCU) couples carbon capture with electrolysis to convert captured CO2 directly into feedstocks, avoiding thermal regeneration, compression, and gas purification. This integration can raise carbon, energy, and system efficiencies, yet progress is limited by an incomplete mechanistic insight, the absence of absorbent selection rules, and a lack of catalyst design principles. This review clarifies these gaps and outlines a framework to accelerate the field. We (i) define eICCU and benchmark it against sequential capture-then-electrolysis routes; (ii) catalog milestones across absorbent classes─amines, hydroxides, and amino acid salts─and distill criteria for optimal selection and blend design; (iii) assess emerging catalyst families, highlighting speciation-aware optimization and priorities for multicarbon products; and (iv) discuss system architecture from absorber to electrolyzer and product separation. Addressing these elements positions eICCU to enable lower-energy carbon mitigation and on-site sustainable feedstock production within a circular carbon economy.

电化学集成碳捕获和利用(eICCU)将碳捕获与电解相结合,将捕获的二氧化碳直接转化为原料,避免了热再生、压缩和气体净化。这种整合可以提高碳、能源和系统效率,但由于不完整的机械洞察力,吸收剂选择规则的缺失以及催化剂设计原则的缺乏,进展受到限制。本综述澄清了这些差距,并概述了加速该领域发展的框架。我们(i)定义eICCU并根据顺序捕获-电解路线对其进行基准测试;(ii)跨越吸收剂类别──胺、氢氧化物和氨基酸盐──的目录里程碑,以及最佳选择和混合设计的蒸馏标准;(iii)评估新兴催化剂家族,突出多碳产品的物种意识优化和优先事项;(四)讨论了从吸收塔到电解槽和产品分离的系统结构。解决这些问题使eICCU能够在循环碳经济中实现低能耗碳减排和现场可持续原料生产。
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引用次数: 0
Operando Neutron Imaging of Reaction Extent and Particle Swelling Informs Limiting Factors for Salt Hydrate Thermochemical Energy Storage 反应程度和颗粒膨胀的Operando中子成像为盐水合物热化学储能的限制因素提供了依据
IF 8.7 1区 化学 Q1 MATERIALS SCIENCE, MULTIDISCIPLINARY Pub Date : 2025-11-07 DOI: 10.1021/acsmaterialslett.5c00986
Bryan Kinzer*, , , Jean-Christophe Bilheux, , , Erik Stringfellow, , , Arijit Jatkar, , , Matthew McMullen, , , Hegang Zhi, , , Jing Tang, , , Yuxuan Zhang*, , and , Rohini Bala Chandran*, 

Salt hydrates are a promising thermochemical energy storage medium that stores heat through the reversible uptake (hydration) and release (dehydration) of water vapor. Our study deploys operando neutron imaging to investigate salt hydrate performance with high spatial resolution (42 μm pixels). For flow over a packed bed with diffusion-driven transport, measurements reveal the formation of a solid diffusion layer due to particle swelling for the pure SrBr2 salt. In contrast, the SrBr2–vermiculite composite exhibits significantly less swelling and more than a 2-fold increase in the apparent water vapor diffusivity. For axial flow through a packed bed, neutron imaging confirms theoretically predicted transitions from a moving reaction front to a homogeneous profile with an increase in humid air flow rate. Our study establishes neutron imaging as a powerful technique to advance fundamental understanding of thermochemical systems and help guide composite material design.

盐水合物是一种很有前途的热化学储能介质,它通过水蒸气的可逆吸收(水合作用)和释放(脱水)来储存热量。本研究采用高空间分辨率(42 μm像素)的operando中子成像技术来研究盐水合物的性能。对于具有扩散驱动输运的填充床的流动,测量结果显示,纯SrBr2盐由于颗粒膨胀而形成固体扩散层。相比之下,srbr2 -蛭石复合材料的膨胀率明显降低,表观水蒸气扩散率增加了2倍以上。对于通过填充床层的轴向流动,中子成像证实了理论上预测的从移动反应锋到均匀剖面的转变,随着湿空气流速的增加。我们的研究建立了中子成像作为一种强大的技术来推进对热化学系统的基本理解,并帮助指导复合材料的设计。
{"title":"Operando Neutron Imaging of Reaction Extent and Particle Swelling Informs Limiting Factors for Salt Hydrate Thermochemical Energy Storage","authors":"Bryan Kinzer*,&nbsp;, ,&nbsp;Jean-Christophe Bilheux,&nbsp;, ,&nbsp;Erik Stringfellow,&nbsp;, ,&nbsp;Arijit Jatkar,&nbsp;, ,&nbsp;Matthew McMullen,&nbsp;, ,&nbsp;Hegang Zhi,&nbsp;, ,&nbsp;Jing Tang,&nbsp;, ,&nbsp;Yuxuan Zhang*,&nbsp;, and ,&nbsp;Rohini Bala Chandran*,&nbsp;","doi":"10.1021/acsmaterialslett.5c00986","DOIUrl":"https://doi.org/10.1021/acsmaterialslett.5c00986","url":null,"abstract":"<p >Salt hydrates are a promising thermochemical energy storage medium that stores heat through the reversible uptake (hydration) and release (dehydration) of water vapor. Our study deploys <i>operando</i> neutron imaging to investigate salt hydrate performance with high spatial resolution (42 μm pixels). For flow over a packed bed with diffusion-driven transport, measurements reveal the formation of a solid diffusion layer due to particle swelling for the pure SrBr<sub>2</sub> salt. In contrast, the SrBr<sub>2</sub>–vermiculite composite exhibits significantly less swelling and more than a 2-fold increase in the apparent water vapor diffusivity. For axial flow through a packed bed, neutron imaging confirms theoretically predicted transitions from a moving reaction front to a homogeneous profile with an increase in humid air flow rate. Our study establishes neutron imaging as a powerful technique to advance fundamental understanding of thermochemical systems and help guide composite material design.</p>","PeriodicalId":19,"journal":{"name":"ACS Materials Letters","volume":"7 12","pages":"3936–3942"},"PeriodicalIF":8.7,"publicationDate":"2025-11-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145619857","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"化学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
In Situ  Reprogrammable Magnetic Microrobots 原位 可重新编程磁性微型机器人
IF 8.7 1区 化学 Q1 MATERIALS SCIENCE, MULTIDISCIPLINARY Pub Date : 2025-11-07 DOI: 10.1021/acsmaterialslett.5c01084
Guohonghao Zeng, , , Hemin Pan, , , Maxim A. Kurochkin, , , Yang Zong, , , Songyu Xiong, , , Jinbo Yang, , , Minjie Xi, , , Yu Mei, , , Yongfeng Mei, , , Xiang-zhong Chen*, , and , Jizhai Cui*, 

Programmability is essential for magnetic microrobots to achieve adaptive and multifunctional behaviors. However, most existing systems lack reconfigurability after deployment. Here, we present a reprogrammable microrobot platform based on nickel nanowires of distinct diameters embedded in SU-8, leveraging the difference in their coercivities to enable in situ magnetization switching. A fast, purely magnetic reprogramming strategy is developed, allowing the selective reversal of magnetization states without thermal or structural changes. We systematically explore the effects of ramp time, magnetic field strength, and microrobot geometry on reprogramming success and demonstrate six distinct deformation and locomotion modes in a multisegment robot. The scalable UV photolithography-based fabrication process ensures a high yield and design flexibility. This work provides a generalizable and efficient approach toward reprogrammable microrobotic systems with potential for future applications in dynamic environments such as biomedical actuation or soft robotic manipulation.

可编程性是磁性微型机器人实现自适应和多功能行为的关键。然而,大多数现有系统在部署后缺乏可重构性。在这里,我们提出了一个可重新编程的微型机器人平台,该平台基于不同直径的镍纳米线嵌入SU-8,利用其矫顽力的差异来实现原位磁化开关。开发了一种快速,纯磁重编程策略,允许磁化状态的选择性逆转而不发生热或结构变化。我们系统地探讨了坡道时间、磁场强度和微型机器人几何形状对重编程成功的影响,并展示了多段机器人中六种不同的变形和运动模式。基于UV光刻的可扩展制造工艺确保了高成品率和设计灵活性。这项工作为可重新编程的微型机器人系统提供了一种通用的、有效的方法,在未来的动态环境中有潜在的应用,如生物医学驱动或软机器人操作。
{"title":"In Situ  Reprogrammable Magnetic Microrobots","authors":"Guohonghao Zeng,&nbsp;, ,&nbsp;Hemin Pan,&nbsp;, ,&nbsp;Maxim A. Kurochkin,&nbsp;, ,&nbsp;Yang Zong,&nbsp;, ,&nbsp;Songyu Xiong,&nbsp;, ,&nbsp;Jinbo Yang,&nbsp;, ,&nbsp;Minjie Xi,&nbsp;, ,&nbsp;Yu Mei,&nbsp;, ,&nbsp;Yongfeng Mei,&nbsp;, ,&nbsp;Xiang-zhong Chen*,&nbsp;, and ,&nbsp;Jizhai Cui*,&nbsp;","doi":"10.1021/acsmaterialslett.5c01084","DOIUrl":"https://doi.org/10.1021/acsmaterialslett.5c01084","url":null,"abstract":"<p >Programmability is essential for magnetic microrobots to achieve adaptive and multifunctional behaviors. However, most existing systems lack reconfigurability after deployment. Here, we present a reprogrammable microrobot platform based on nickel nanowires of distinct diameters embedded in SU-8, leveraging the difference in their coercivities to enable <i>in situ</i> magnetization switching. A fast, purely magnetic reprogramming strategy is developed, allowing the selective reversal of magnetization states without thermal or structural changes. We systematically explore the effects of ramp time, magnetic field strength, and microrobot geometry on reprogramming success and demonstrate six distinct deformation and locomotion modes in a multisegment robot. The scalable UV photolithography-based fabrication process ensures a high yield and design flexibility. This work provides a generalizable and efficient approach toward reprogrammable microrobotic systems with potential for future applications in dynamic environments such as biomedical actuation or soft robotic manipulation.</p>","PeriodicalId":19,"journal":{"name":"ACS Materials Letters","volume":"7 12","pages":"3943–3951"},"PeriodicalIF":8.7,"publicationDate":"2025-11-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145619858","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"化学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Anisotropic Light–Matter Interaction in TiO2 TiO2中的各向异性光-物质相互作用
IF 8.7 1区 化学 Q1 MATERIALS SCIENCE, MULTIDISCIPLINARY Pub Date : 2025-11-07 DOI: 10.1021/acsmaterialslett.5c00807
Xinyi Hu, , , Yange Luan, , , Haiping Lin, , , Xiao Sun, , , Li Li, , , Mingsheng Ma, , , Zhifu Liu, , , Junfang Zhao, , , Xing Fan*, , , Jian Zhen Ou*, , , Liguo Chen*, , and , Guan Yu Chen*, 

Anisotropy has been extensively harnessed in heat control, energy harvesting, and light–matter interaction (LMI) systems. As a renowned LMI compound, the LMI anisotropy of TiO2 has so far remained elusive. Leveraging the highlight anisotropy characters in the 2D crystal, here, we revealed an LMI anisotropy feature of the (110) plane in rutile-TiO2 single crystal. The photoelectricity exhibits notably anisotropy, where a significantly higher current response is observed along the y-axis direction. The light absorption and irradiation enhancements have been reflected in Raman intensity variations, indicating a stronger atomic vibration significantly modulates the electron density wave function along y-axis, leading to an increase of hot electrons incoherent transport. Meanwhile, electron–phonon scattering intensifies due to the coupling between low-effective-mass electrons. Thereby, hot electrons preferentially transport along the y-axis rather than the x-axis, ultimately leading to an LMI anisotropy. Our investigation provides an intriguing insight for potential optimization in broadly light–matter reactions.

各向异性在热控制、能量收集和光物质相互作用(LMI)系统中得到了广泛的应用。作为一种著名的LMI化合物,TiO2的LMI各向异性到目前为止仍然是难以捉摸的。利用二维晶体中突出的各向异性特征,我们揭示了金红石- tio2单晶中(110)平面的LMI各向异性特征。光电表现出明显的各向异性,其中沿y轴方向观察到明显更高的电流响应。光吸收和辐照的增强反映在拉曼强度变化中,表明更强的原子振动显著调节了y轴方向的电子密度波函数,导致热电子非相干输运的增加。同时,由于低有效质量电子之间的耦合,电子-声子散射加剧。因此,热电子优先沿着y轴而不是x轴传输,最终导致LMI各向异性。我们的研究为广泛的光物质反应的潜在优化提供了一个有趣的见解。
{"title":"Anisotropic Light–Matter Interaction in TiO2","authors":"Xinyi Hu,&nbsp;, ,&nbsp;Yange Luan,&nbsp;, ,&nbsp;Haiping Lin,&nbsp;, ,&nbsp;Xiao Sun,&nbsp;, ,&nbsp;Li Li,&nbsp;, ,&nbsp;Mingsheng Ma,&nbsp;, ,&nbsp;Zhifu Liu,&nbsp;, ,&nbsp;Junfang Zhao,&nbsp;, ,&nbsp;Xing Fan*,&nbsp;, ,&nbsp;Jian Zhen Ou*,&nbsp;, ,&nbsp;Liguo Chen*,&nbsp;, and ,&nbsp;Guan Yu Chen*,&nbsp;","doi":"10.1021/acsmaterialslett.5c00807","DOIUrl":"https://doi.org/10.1021/acsmaterialslett.5c00807","url":null,"abstract":"<p >Anisotropy has been extensively harnessed in heat control, energy harvesting, and light–matter interaction (LMI) systems. As a renowned LMI compound, the LMI anisotropy of TiO<sub>2</sub> has so far remained elusive. Leveraging the highlight anisotropy characters in the 2D crystal, here, we revealed an LMI anisotropy feature of the (110) plane in rutile-TiO<sub>2</sub> single crystal. The photoelectricity exhibits notably anisotropy, where a significantly higher current response is observed along the <i>y</i>-axis direction. The light absorption and irradiation enhancements have been reflected in Raman intensity variations, indicating a stronger atomic vibration significantly modulates the electron density wave function along <i>y</i>-axis, leading to an increase of hot electrons incoherent transport. Meanwhile, electron–phonon scattering intensifies due to the coupling between low-effective-mass electrons. Thereby, hot electrons preferentially transport along the <i>y</i>-axis rather than the <i>x</i>-axis, ultimately leading to an LMI anisotropy. Our investigation provides an intriguing insight for potential optimization in broadly light–matter reactions.</p>","PeriodicalId":19,"journal":{"name":"ACS Materials Letters","volume":"7 12","pages":"3928–3935"},"PeriodicalIF":8.7,"publicationDate":"2025-11-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145619868","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"化学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Data-Driven Formulation Based on Integrated Symbolic Regression of Hydrogel Swelling and Molecular Interactions 基于水凝胶溶胀和分子相互作用集成符号回归的数据驱动公式
IF 8.7 1区 化学 Q1 MATERIALS SCIENCE, MULTIDISCIPLINARY Pub Date : 2025-11-06 DOI: 10.1021/acsmaterialslett.5c00957
Masayuki Okada, , , Wenrui Zhu, , , Yoshifumi Amamoto, , and , Jun Kikuchi*, 

Hydrogels offer promising solutions across various fields. However, understanding complex behaviors like swelling and ligand interaction requires multiperspective data, from functional groups to molecular dynamics. Single-perspective analyses often fall short, especially when ligand-induced selective adsorption occurs. This study presents a data-driven approach integrating TD-NMR, 1H–15N HSQC, 1H–13C HNCO with isotope-labeled peptides, RDKit descriptors, and DSC data. Using symbolic regression, we derived highly accurate, interpretable equations (e.g., swelling ratio accuracy = 1.0 on test set). This methodology reveals fundamental hydrogel mechanisms and provides a framework for rational design.

水凝胶在各个领域提供了有前途的解决方案。然而,理解膨胀和配体相互作用等复杂行为需要从官能团到分子动力学的多角度数据。单一角度的分析往往不足,特别是当配体诱导的选择性吸附发生时。本研究提出了一种数据驱动的方法,将TD-NMR、1H-15N HSQC、1H-13C HNCO与同位素标记的肽、RDKit描述符和DSC数据集成在一起。使用符号回归,我们推导出高度精确、可解释的方程(例如,在测试集上膨胀比精度= 1.0)。该方法揭示了水凝胶的基本机制,并为合理设计提供了框架。
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引用次数: 0
High-Throughput Discovery of Semiconductors with Antibonding Valence Band and Bonding Conduction Band 具有反键价带和键导带的半导体的高通量发现
IF 8.7 1区 化学 Q1 MATERIALS SCIENCE, MULTIDISCIPLINARY Pub Date : 2025-11-06 DOI: 10.1021/acsmaterialslett.5c01111
Zeyu Xiang, , , Fanghao Zhang, , and , Bolin Liao*, 

Conventional semiconductors typically have dominant bonding states near the valence band maximum (VBM) and antibonding states near the conduction band minimum (CBM). Semiconductors with the opposite electronic configuration, namely, VBM with dominant antibonding nature and CBM with dominant bonding nature (“AVBC semiconductors” for brevity), were theoretically proposed to exhibit excellent optoelectronic properties because of defect tolerance. However, no AVBC semiconductors have been identified so far. Here, we use high-throughput computation to identify over 100 AVBC semiconductors and analyze the transition metal dichalcogenide MX2 (M = Hf, Zr; X = S, Se) family in detail. In addition to verifying their defect tolerance for both electrons and holes using first-principles simulations, we discovered that photoexcitation of charge carriers can lead to significant lattice stiffening and increased thermal conductivity, which can potentially be used as photodriven thermal switches. Our work analyzed the formation of the AVBC electronic structure and showcased the unusual photoinduced lattice dynamics.

传统半导体通常在价带最大值(VBM)附近具有优势键态,在导带最小值(CBM)附近具有反键态。具有相反电子构型的半导体,即具有主要反键性质的VBM和具有主要成键性质的CBM(简称“AVBC半导体”),由于缺陷容错性,理论上被提出具有优异的光电性能。然而,到目前为止还没有发现AVBC半导体。在这里,我们使用高通量计算鉴定了100多个AVBC半导体,并详细分析了过渡金属二硫族MX2 (M = Hf, Zr; X = S, Se)族。除了使用第一性原理模拟验证它们对电子和空穴的缺陷容限外,我们还发现电荷载流子的光激发可以导致显着的晶格硬化和热导率增加,这可能被用作光驱动的热开关。我们的工作分析了AVBC电子结构的形成,并展示了不同寻常的光致晶格动力学。
{"title":"High-Throughput Discovery of Semiconductors with Antibonding Valence Band and Bonding Conduction Band","authors":"Zeyu Xiang,&nbsp;, ,&nbsp;Fanghao Zhang,&nbsp;, and ,&nbsp;Bolin Liao*,&nbsp;","doi":"10.1021/acsmaterialslett.5c01111","DOIUrl":"https://doi.org/10.1021/acsmaterialslett.5c01111","url":null,"abstract":"<p >Conventional semiconductors typically have dominant bonding states near the valence band maximum (VBM) and antibonding states near the conduction band minimum (CBM). Semiconductors with the opposite electronic configuration, namely, VBM with dominant antibonding nature and CBM with dominant bonding nature (“AVBC semiconductors” for brevity), were theoretically proposed to exhibit excellent optoelectronic properties because of defect tolerance. However, no AVBC semiconductors have been identified so far. Here, we use high-throughput computation to identify over 100 AVBC semiconductors and analyze the transition metal dichalcogenide MX<sub>2</sub> (M = Hf, Zr; X = S, Se) family in detail. In addition to verifying their defect tolerance for both electrons and holes using first-principles simulations, we discovered that photoexcitation of charge carriers can lead to significant lattice stiffening and increased thermal conductivity, which can potentially be used as photodriven thermal switches. Our work analyzed the formation of the AVBC electronic structure and showcased the unusual photoinduced lattice dynamics.</p>","PeriodicalId":19,"journal":{"name":"ACS Materials Letters","volume":"7 12","pages":"3916–3921"},"PeriodicalIF":8.7,"publicationDate":"2025-11-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145619856","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"化学","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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