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A battery-free, wireless graphene pressure sensor for machine learning-assisted posture classification and VR/AR visualization in smart healthcare environments. 一种无电池无线石墨烯压力传感器,用于智能医疗环境中的机器学习辅助姿势分类和VR/AR可视化。
IF 10.7 2区 材料科学 Q1 CHEMISTRY, MULTIDISCIPLINARY Pub Date : 2026-03-10 DOI: 10.1039/d5mh02270c
Myungwoo Choi, Younghan Kim, Hyeonseok Han, Gongkyu Byeon, Yonghee Lee, Jeong A Han, Nam Hyeong Lee, Sang Won Kim, Hakyoung Lee, Yoorim Loh, Sangbin Lee, Dong Gyun Hong, Sunwoo Lee, Seokjoo Cho, Jewook Kim, Jeong-O Lee, Jungmo Kim, Seung Yol Jeong, Jun Chang Yang, Sunjin Yu, Seokwoo Jeon, Donghwi Cho, Inkyu Park, Yong Suk Oh

Continuous monitoring of pressure and temperature at skin interfaces is essential for preventing tissue damage and circulation-related complications in immobile patients. However, most existing healthcare pressure sensors remain bulky, wired, and battery-powered, which limit their suitability for long term use. Here, we report a battery-free, wireless multimodal sensing platform in which single-layer graphene functions as a high-performance pressure-sensing active layer, achieving high sensitivity (1.75 × 10-3 kPa-1, gauge factor = 8.6) and excellent stability (over 1000 operational cycles). The platform enables real-time, reversible detection of pressure and temperature at the skin-device interfaces without external power source. By leveraging deep-learning algorithms, particularly deep neural networks (DNNs), the acquired signals are classified into distinct sitting postures, thereby enabling intelligent and continuous monitoring of patient status. Furthermore, integrated augmented- and virtual-reality (AR/VR) interfaces visualize pressure distributions in real time, enabling immersive and remote healthcare oversight. Collectively, this work introduces a graphene-based smart sensing platform that seamlessly integrates wireless operation, AI-driven analytics, and AR/VR visualization for advanced patient monitoring as a sort of personalized and interactive smart healthcare.

持续监测皮肤界面的压力和温度对于防止组织损伤和循环相关并发症是必不可少的。然而,大多数现有的医疗压力传感器仍然笨重、有线和电池供电,这限制了它们长期使用的适用性。在这里,我们报告了一个无电池的无线多模态传感平台,其中单层石墨烯作为高性能压力传感有源层,具有高灵敏度(1.75 × 10-3 kPa-1,测量因子= 8.6)和优异的稳定性(超过1000个运行周期)。该平台可以实时、可逆地检测皮肤设备接口上的压力和温度,而无需外部电源。通过利用深度学习算法,特别是深度神经网络(dnn),获取的信号被分类为不同的坐姿,从而实现对患者状态的智能和连续监测。此外,集成的增强现实和虚拟现实(AR/VR)接口可以实时可视化压力分布,从而实现身临其境的远程医疗监督。总的来说,这项工作引入了一个基于石墨烯的智能传感平台,该平台无缝集成了无线操作、人工智能驱动的分析和AR/VR可视化,用于高级患者监测,作为一种个性化和交互式智能医疗保健。
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引用次数: 0
Toward self-driving laboratory 2.0 for chemistry and materials discovery. 迈向化学和材料发现的自动驾驶实验室2.0。
IF 10.7 2区 材料科学 Q1 CHEMISTRY, MULTIDISCIPLINARY Pub Date : 2026-03-10 DOI: 10.1039/d5mh01984b
Heeseung Lee, Hyuk Jun Yoo, Hye Su Jang, Byeongho Park, Yang Jeong Park, Sang Soo Han

The convergence of laboratory automation, artificial intelligence (AI), and data-driven science has catalyzed the emergence of self-driving laboratories (SDLs), autonomous platforms capable of designing, executing, and analyzing experiments with minimal human input. While early SDLs (SDL 1.0) demonstrated the feasibility of closed-loop discovery, their impact has been constrained by limited scope, poor interoperability, and reliance on human-curated heuristics. This review outlines the vision of SDL 2.0: a new generation of flexible, scalable, and collaborative discovery engines for chemistry and materials science. We discuss recent advances in modular hardware design, AI-driven decision-making including Bayesian optimization, computer vision, and large language models, and orchestration software that integrate scheduling, data management, and safety protocols. Building on these foundations, we propose six defining characteristics for SDL 2.0: interoperable, collaborative, generalizable, orchestrated, safe, and creative. Together, these features establish SDLs as globally networked platforms, enabling reproducible experimentation, accelerated innovation, and democratized access to advanced research infrastructure. By embedding modularity, AI reasoning, and community-driven standards into their core, SDLs 2.0 promise to transform not only how experiments are conducted, but also who can participate in and benefit from the accelerating pace of scientific discovery.

实验室自动化、人工智能(AI)和数据驱动科学的融合促进了自动驾驶实验室(sdl)的出现,自动驾驶实验室是能够以最少的人力投入设计、执行和分析实验的自主平台。虽然早期的SDL (SDL 1.0)证明了闭环发现的可行性,但它们的影响受到范围有限、互操作性差和依赖于人为策划的启发式的限制。本文概述了SDL 2.0的愿景:为化学和材料科学提供新一代灵活、可扩展和协作的发现引擎。我们讨论了模块化硬件设计、人工智能驱动的决策(包括贝叶斯优化、计算机视觉和大型语言模型)以及集成调度、数据管理和安全协议的编排软件的最新进展。在这些基础上,我们提出了SDL 2.0的六个定义特征:互操作性、协作性、通用性、编排性、安全性和创造性。总之,这些特性使SDLs成为全球网络平台,实现可重复实验,加速创新,民主化访问先进的研究基础设施。通过将模块化、人工智能推理和社区驱动的标准嵌入其核心,SDLs 2.0承诺不仅要改变实验的进行方式,还要改变谁可以参与并从加速的科学发现中受益。
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引用次数: 0
The paradox of gold-liposome nanohybrids: the location of gold governs unconventional properties and drives cellular behavior. 金-脂质体纳米杂化体的悖论:金的位置控制着非常规的性质,并驱动着细胞的行为。
IF 10.7 2区 材料科学 Q1 CHEMISTRY, MULTIDISCIPLINARY Pub Date : 2026-03-10 DOI: 10.1039/d5mh02229k
Ansuja P Mathew, Vandhana Kandavelkumar, Nabila Masud, Sebastian Huerta-Romo Picazo, Susheel Kumar Nethi, Saji Uthaman, Xiaona Wen, Wenyu Huang, Surya K Mallapragada, Anwesha Sarkar, Rizia Bardhan

The physicochemical characteristics of nanoparticles (NPs) and the cell type they encounter impact cellular interactions. Yet, which parameters should be precisely controlled to direct endocytosis in specific cell types remains paradoxical. Here, we designed gold-liposome nanohybrids (GLNs) and demonstrated for the first time that the location of gold either inside, outside, or partially in/out of the liposomes enables simultaneous tunability of their physical, molecular, mechanical, and optical properties that go beyond the conventional paradigm of size, shape, and charge. Well-controlled chitosan layers on the liposomes allowed the modulation of the position of gold, generating three distinct GLNs of similar size but varied topology (smooth to uneven to textured), surface molecular composition (lipid-rich to inorganic gold), stiffness (4 to 50.5 MPa), tunable resonances (visible to near-infrared) and photothermal conversion efficiency. These collective properties of GLNs governed cellular interactions in two distinct cell types, dendritic cells (DC2.4) and epithelial cells (MODE-K). Our findings show that (i) endocytosis is cell-type dependent and temporally-controlled varying significantly for the three GLNs, (ii) cells show sensitivity to the endocytosis rate even within the narrow stiffness range studied here, and (iii) the properties of GLNs control their therapeutic function from photothermal heating or mild hyperthermia in MODE-K to optically-driven immunostimulation in DC2.4. Our findings may ultimately establish new mechanisms of NP-cell interactions enabling the development of a family of novel NPs with unexplored properties applicable for a range of biomedical applications.

纳米粒子(NPs)的物理化学特性及其遇到的细胞类型影响细胞相互作用。然而,哪些参数应该被精确地控制以指导特定细胞类型的内吞作用仍然是矛盾的。在这里,我们设计了金脂质体纳米杂化体(gln),并首次证明了金在脂质体内部、外部或部分内外的位置能够同时调节其物理、分子、机械和光学性质,超越了传统的尺寸、形状和电荷模式。脂质体上控制良好的壳聚糖层可以调节金的位置,产生三种不同的gln,它们大小相似,但拓扑结构不同(光滑、不均匀、纹理),表面分子组成不同(富脂金到无机金),刚度(4到50.5 MPa),共振可调(可见到近红外),光热转换效率也不同。gln的这些集体特性在两种不同的细胞类型,树突状细胞(DC2.4)和上皮细胞(MODE-K)中控制细胞相互作用。我们的研究结果表明:(i)三种gln的内吞作用是细胞类型依赖的,并且在时间上受控制,差异显著;(ii)细胞对内吞率表现出敏感性,即使在这里研究的较窄的刚度范围内;(iii) gln的特性控制着它们的治疗功能,从MODE-K中的光热加热或轻度热疗到DC2.4中的光驱动免疫刺激。我们的发现可能最终建立np -细胞相互作用的新机制,从而开发出一系列具有未开发特性的新型np,可用于一系列生物医学应用。
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引用次数: 0
Harnessing pseudoelasticity in SMA-based negative stiffness mechanical metamaterials for superior strength and recoverability. 在基于sma的负刚度机械超材料中利用伪弹性获得卓越的强度和可恢复性。
IF 10.7 2区 材料科学 Q1 CHEMISTRY, MULTIDISCIPLINARY Pub Date : 2026-03-09 DOI: 10.1039/d5mh02251g
Xianhua Yao, Liangyu Huang, Jiale Cheng, Jiachen Li, Yiwei Yin, Yifan Wang, Xiaohu Yao, Nan Hu

Negative stiffness mechanical metamaterials have attracted significant attention for their potential in energy dissipation and impact mitigation. However, conventional elastic designs, such as curved beams exhibiting elastic snap-through buckling, suffer from an intrinsic trade-off between recoverable energy dissipation and load-bearing capacity, greatly limiting their engineering applicability. Here, we introduce a pseudoelastic design strategy for negative stiffness curved beam metamaterials by employing a shape memory alloy (SMA) as the base material. The pseudoelasticity of the NiTi SMA enables reversible martensitic transformation at a high-level strain, which couples with structural snap-through instability to achieve recoverable energy dissipation. This synergistic mechanism offers a unique pathway to overcome the dilemma between high strength and recoverable energy dissipation. Experiments reveal that the SMA-based metamaterials exhibit both high strength and reusable, recoverable energy dissipation. Compared to their conventional metallic or polymeric counterparts, the proposed design achieves up to a 28-fold enhancement in strength and a 6-fold improvement in specific energy dissipation. The presented approach establishes a new design approach for recoverable high-strength energy-dissipating metamaterials, promising for applications in vibration control, impact protection, and adaptive structural systems.

负刚度机械超材料因其在能量耗散和冲击缓解方面的潜力而受到广泛关注。然而,传统的弹性设计,如弯曲梁表现出弹性通过屈曲,在可恢复能量耗散和承载能力之间存在内在的权衡,极大地限制了它们的工程适用性。本文介绍了一种以形状记忆合金(SMA)为基材的负刚度曲线梁超材料的伪弹性设计策略。NiTi SMA的伪弹性可以在高应变下实现可逆的马氏体转变,这种转变与结构的断裂不稳定性相结合,从而实现可恢复的能量耗散。这种协同机制为克服高强度和可恢复能量耗散之间的困境提供了一条独特的途径。实验结果表明,基于sma的超材料具有较高的强度和可重复使用、可回收的能量耗散。与传统的金属或聚合物材料相比,该设计的强度提高了28倍,比能量耗散提高了6倍。该方法为可回收高强耗能超材料的设计提供了一种新的思路,在振动控制、冲击防护和自适应结构系统中具有广阔的应用前景。
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引用次数: 0
Methane functionalization in heterogeneous photocatalysis. 多相光催化中的甲烷功能化。
IF 10.7 2区 材料科学 Q1 CHEMISTRY, MULTIDISCIPLINARY Pub Date : 2026-03-09 DOI: 10.1039/d6mh00117c
Yin-Feng Wang, Ming-Yu Qi, Chang-Long Tan, Zi-Rong Tang, Yi-Jun Xu

The functionalization of methane is regarded as the "holy grail" reaction in chemistry. Photocatalysis is an emerging approach that activates the inert C-H bond in methane under mild conditions, enabling its functionalization to produce sustainable chemicals. However, achieving selective C-H functionalization remains a significant challenge due to methane's "chameleon-like" behavior under diverse reaction conditions. In this review, we provide a comprehensive overview of recent advances in heterogeneous photocatalytic methane functionalization, covering the fundamental principles of photocatalysis and various synthetic systems, with an emphasis on the mechanisms underlying the structure-activity relationships of the microscopic structure of photocatalysts and the reactions. The potential future applications of artificial intelligence and machine learning in developing efficient methane functionalization systems are also highlighted, aiming to guide future research.

甲烷的功能化反应被认为是化学中的“圣杯”反应。光催化是一种新兴的方法,可以在温和的条件下激活甲烷中的惰性碳氢键,使其功能化以产生可持续的化学物质。然而,由于甲烷在不同反应条件下的“变色龙”行为,实现选择性碳氢化合物功能化仍然是一个重大挑战。本文综述了非均相光催化甲烷功能化的研究进展,涵盖了光催化的基本原理和各种合成体系,重点介绍了光催化剂微观结构和反应的构效关系的机理。重点介绍了人工智能和机器学习在开发高效甲烷功能化系统中的潜在应用,旨在指导未来的研究。
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引用次数: 0
A data-driven approach for the modeling of a ball-milled dispersion of BaTiO3 nanoparticles. BaTiO3纳米颗粒球磨分散模型的数据驱动方法。
IF 10.7 2区 材料科学 Q1 CHEMISTRY, MULTIDISCIPLINARY Pub Date : 2026-03-09 DOI: 10.1039/d5mh02452h
Takumi Ono, Tarojiro Matsumura, Kiwamu Sue, Satoru Takeshita

Wet-state ball milling of ceramic nanoparticles is analyzed by machine learning and machine-learning-assisted model formulation. A linear model formula is constructed from the high-impact input features revealed in the machine learning. The formula explains the relation between the ball-milling conditions and hydrodynamic size with less precision but better analytical processability compared to the original machine learning.

采用机器学习和机器学习辅助模型建立的方法对陶瓷纳米颗粒湿态球磨过程进行了分析。从机器学习中揭示的高影响输入特征构建线性模型公式。该公式解释了球磨条件与流体动力尺寸之间的关系,与原始机器学习相比,精度较低,但具有更好的分析可加工性。
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引用次数: 0
Functional microarray biochips promote micropatterned adhesion-cytoskeleton-nuclear coupling to guide endothelial force-sensing mechanotransduction. 功能微阵列生物芯片促进微模式粘附-细胞骨架-核耦合,引导内皮力传感机械转导。
IF 10.7 2区 材料科学 Q1 CHEMISTRY, MULTIDISCIPLINARY Pub Date : 2026-03-05 DOI: 10.1039/d5mh01781e
Yan Hou, Wenlong Wang, Shihui Xu, Xue Zhang, Zhiwei Liu, Kyubae Lee, Nana Wang, Yongtao Wang, Heng Yin

Microarray biochips offer an advanced platform for the precise spatial control of cell behaviour, enabling the investigation of how geometric constraints influence cell adhesion, morphology, and mechanosensitive signalling. Herein, a microengineered biochip is specifically designed to explore nuclear force-sensing mechanotransduction in human umbilical vein endothelial cells (HUVECs). The patterned substrate facilitates the organized assembly of focal adhesion (FA) nanoarchitectures and cytoskeletal structures by promoting integrin engagement to recruit key scaffolding proteins, including talin, vinculin, and actin filaments, along with myosin. These dynamic interactions between the extracellular matrix (ECM) and cytoskeletal tension form a mechanical interface for promoting efficient signal transduction in nuclei. Moreover, this mechanical interaction enhances the activation of the Piezo1 ion channel, a key sensor of mechanical stress in endothelial cells. Upon activation, Piezo1 induces calcium influx to trigger a cascade of downstream signalling pathways, responsible for cellular responses, such as proliferation, migration, and differentiation. The spatial confinement induced by the microarray-patterned biochips significantly amplifies the integrin-cytoskeleton-Piezo1 signalling axis, suggesting that microtopographical cues are critical for modulating nuclear force-sensing mechanotransduction in endothelial cells. This study provides a foundation for mechanically responsive biomaterials and mechanosensing.

微阵列生物芯片为细胞行为的精确空间控制提供了一个先进的平台,使研究几何约束如何影响细胞粘附、形态和机械敏感信号成为可能。本文设计了一种微工程生物芯片,专门用于探索人类脐静脉内皮细胞(HUVECs)的核力传感机械转导。有图案的底物通过促进整合素参与招募关键的支架蛋白,包括talin、vinculin、actin细丝和myosin,促进了局灶黏附(FA)纳米结构和细胞骨架结构的有组织组装。这些细胞外基质(ECM)和细胞骨架张力之间的动态相互作用形成了促进细胞核有效信号转导的机械界面。此外,这种机械相互作用增强了Piezo1离子通道的激活,Piezo1离子通道是内皮细胞中机械应力的关键传感器。在激活后,Piezo1诱导钙内流触发一系列下游信号通路,负责细胞反应,如增殖、迁移和分化。微阵列模式生物芯片诱导的空间限制显著放大了整合素-细胞骨架-压电1信号轴,表明微地形线索对于调节内皮细胞中的核力传感机械转导至关重要。本研究为机械响应生物材料和机械传感奠定了基础。
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引用次数: 0
Introduction to the themed collection on nanocatalysis. 纳米催化主题文集简介。
IF 10.7 2区 材料科学 Q1 CHEMISTRY, MULTIDISCIPLINARY Pub Date : 2026-03-05 DOI: 10.1039/d6mh90024k
Huabin Zhang, Jennifer Strunk, Marcella Lusardi, Tianyi Ma, Vivek Polshettiwar, Wee-Jun Ong

The field of catalysis stands at a pivotal juncture. As societies worldwide grapple with the twin imperatives of sustainability and decarbonisation-from clean energy to carbon recycling, from environmental remediation to sustainable chemical manufacturing-the design of catalysts that are efficient, selective, stable, and scalable has never been more urgent. In this context, the cross-journal themed collection "Nanocatalysis" in Nanoscale Horizons and Materials Horizons offers a timely, high-impact platform for showcasing cutting-edge research at the interface of nanoscience, materials design, and catalysis.

催化领域正处于一个关键的关头。随着世界各地的社会都在努力应对可持续性和脱碳的双重要求——从清洁能源到碳循环,从环境修复到可持续化学生产——设计高效、有选择性、稳定和可扩展的催化剂从未像现在这样紧迫。在这种背景下,《纳米尺度视野》和《材料视野》的跨学科主题合集“纳米催化”为展示纳米科学、材料设计和催化领域的前沿研究提供了一个及时、高影响力的平台。
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引用次数: 0
3D manipulation of cell spheroids using laser-actuated microrobots. 使用激光驱动的微型机器人对细胞球体进行三维操作。
IF 10.7 2区 材料科学 Q1 CHEMISTRY, MULTIDISCIPLINARY Pub Date : 2026-03-05 DOI: 10.1039/d5mh01861g
Y Wang, P Harder, N İyisan, B Özkale

Three-dimensional (3D) cell spheroids provide a powerful model for studying cellular behavior, tissue engineering, and drug screening. However, constructing heterogeneous microtissues from basic spheroids remains challenging, as it requires precise and biocompatible manipulation. Here, we present a method for 3D spheroid manipulation by incorporating microrobots, which, upon laser stimulation, induce thermophoretic fluid flow to actuate spheroid motion. The microrobots are incorporated into spheroids in a reliable manner, relying on cell-driven self-assembly. Locomotion of the microrobot-integrated spheroids is achieved by regulating the laser power (11.7-17.6 mW) and frequency (0.33 Hz), which leads to three characteristic modes of motion: jumping, vectoring, and pulling. The combination of these motions enables robust spheroid assembly with excellent biocompatibility. The system allows for the generation of complex tissue models, where fibrosarcoma (HT1080 cells) spheroids and healthy fibroblast (HDF cells) spheroids are assembled separately and then brought together using the microrobotic locomotion capabilities. The fusion of assembled HT1080 and HDF spheroids reveals cancer-stromal cell interactions and tissue integration, while a cancer-spheroid-centered radial arrangement of fibroblast spheroids demonstrates the construction of spatially sophisticated assembloids. This study establishes a versatile strategy for spheroid manipulation, advancing 3D microtissue biofabrication for in vitro disease modeling.

三维(3D)细胞球体为研究细胞行为、组织工程和药物筛选提供了一个强大的模型。然而,从基本球体构建异质微组织仍然具有挑战性,因为需要精确和生物相容性的操作。在这里,我们提出了一种结合微型机器人的三维球体操纵方法,该方法在激光刺激下,诱导热泳流体流动来驱动球体运动。依靠细胞驱动的自组装,微型机器人以可靠的方式被整合到球体中。微机器人集成球体通过调节激光功率(11.7-17.6 mW)和频率(0.33 Hz)来实现运动,从而导致三种特征运动模式:跳跃、矢量和拉动。这些运动的结合使球体装配具有良好的生物相容性。该系统允许生成复杂的组织模型,其中纤维肉瘤(HT1080细胞)球体和健康的成纤维细胞(HDF细胞)球体分别组装,然后使用微型机器人运动能力将它们组合在一起。组装的HT1080和HDF球体的融合揭示了癌症间质细胞的相互作用和组织整合,而以癌症球体为中心的成纤维细胞球体的径向排列表明了空间复杂的组装体的构建。本研究建立了球体操纵的通用策略,推进了用于体外疾病建模的三维微组织生物制造。
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引用次数: 0
Recent advances in patterned bio-inspired cholesteric liquid crystals: fabrication, stimuli-responsive mechanisms, and smart optical applications. 仿生胆甾液晶的最新进展:制造、刺激响应机制和智能光学应用。
IF 10.7 2区 材料科学 Q1 CHEMISTRY, MULTIDISCIPLINARY Pub Date : 2026-03-04 DOI: 10.1039/d6mh00134c
Yuanyuan Shang, Tao Long, Junchao Liu, Pingping Wu, Xiaodong Yang, Jingxia Wang

Bio-inspired cholesteric liquid crystal (CLC) patterns have sparked strong interest in their artificial biomimetic preparation due to the unique functions of helicoidal architectures in nature, such as camouflage protection in chameleons and structural color modulation in cephalopods. In recent years, patterned CLC materials have become a research hotspot in the fields of flexible smart devices, information storage, anti-counterfeiting technology, and smart windows, owing to their controllable optical properties and their ability to respond to various external stimuli. This article systematically reviews the preparation methods of patterned CLCs, including templating techniques and direct writing approaches, as well as the underlying regulatory mechanisms under external stimuli such as light, electric fields, temperature, mechanical force, solvents, humidity, and pH. Their practical applications in information encryption and decryption, optical anti-counterfeiting, and dynamic windows are also discussed. Finally, this article looks forward to the broad prospects of patterned CLCs in the development of intelligent functional materials and highlights the remaining challenges in terms of stability, response rate, and large-scale preparation, thereby laying a solid foundation for future research and technological translation in this field.

由于螺旋结构在自然界中具有独特的功能,如变色龙的伪装保护和头足类动物的结构颜色调节,仿生胆甾液晶(CLC)模式引起了人们对其人工仿生制备的浓厚兴趣。近年来,图案化CLC材料由于其光学特性的可控性和对各种外界刺激的响应能力,成为柔性智能设备、信息存储、防伪技术、智能窗口等领域的研究热点。本文系统地综述了图案化液晶的制备方法,包括模板技术和直接书写方法,以及在外界刺激(如光、电场、温度、机械力、溶剂、湿度和ph)下的潜在调节机制,并讨论了它们在信息加密与解密、光学防伪和动态窗口等方面的实际应用。最后,本文展望了模式CLCs在智能功能材料发展中的广阔前景,并强调了在稳定性、响应速度、大规模制备等方面仍存在的挑战,从而为该领域未来的研究和技术转化奠定了坚实的基础。
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引用次数: 0
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