Papers citing Machine Learning Aided Design and Optimization of Thermal Metamaterials
Biomimetic Intelligent Thermal Management Materials: From Nature‐Inspired Design to Machine‐Learning‐Driven Discovery
Advanced Materials · 2025
Heng Zhang, Qingxia He, Fei Zhang, Yanshuai Duan, Mengmeng Qin, Wei Feng
Read original paper ↗ ·Achieving Auxetic Metamaterials through Variations in the Reciprocal Space Topology of the Triangular Lattice
Small Structures · 2025
Changliang Zhu, Shuzhe Zhang, Tianlin Luo, Yafei Ding, Baowen Li, Guimei Zhu, Xiangying Shen
Read original paper ↗ ·Machine learning-driven optimization of locally resonant metamaterials for simultaneous vibration control and effective triboelectric sensing
Nano Energy · 2025
Ji Gyo Park, Ji Gyo Park, BaekGyu Kim, Jin Yeong Song, Keon Ko, Ho Kyoung Lee, Dongwhi Choi, Sang Min Park, Sang Min Park
Read original paper ↗ ·Emerging Trends in Thermo-Optic and Electro-Optic Materials for Tunable Photonic Devices
Materials · 2025
Muhammad Ali Butt
Read original paper ↗ ·Inverse design of NiTi alloy-based chiral metamaterials with multi-level rotational capabilities for reusable high-performance impact absorption
Composite Structures · 2025
Xuyang Li, Xiaonan Han, Yong Kun Qin, Lianfa Sun, Xiaogang Guo
Read original paper ↗ ·Interpretable Machine Learning Analysis of Design Factors in Hydrogel Supercapacitors
Gels · 2025
Li-Ying Xu, Siqi Liu, Dandan Hu, Junhao Liu, Yuze Zhang, Ziqiang Li, Zhixi Su, Daxin Liang
Read original paper ↗ ·Ultrabroadband and band-selective thermal meta-emitters by machine learning
Nature · 2025
Chengyu Xiao, Mengqi Liu, Kan Yao, Yifan Zhang, Mengqi Zhang, Min Yan, Ya Sun, Xianghui Liu, Xuanyu Cui, Tongxiang Fan, Changying Zhao, Wansu Hua, Yinqiao Ying, Yuebing Zheng, Di Zhang, Cheng‐Wei Qiu, Han Zhou
Read original paper ↗ ·Heat Diffusion Invariant
Physical Review Letters · 2025
Liujun Xu, Pengfei Zhuang, Fubao Yang, Shuihua Yang, Chengmeng Wang, Gaole Dai, Jiping Huang, Cheng‐Wei Qiu
Read original paper ↗ ·Interpretable Prediction and Analysis of PVA Hydrogel Mechanical Behavior Using Machine Learning
Gels · 2025
Li-Ying Xu, Siqi Liu, Anqi Lin, Zhixi Su, Daxin Liang
Read original paper ↗ ·Unveiling the Impact of Air Pollution on Outdoor Training for Endurance and Explosive Power
International Journal of Ambient Computing and Intelligence · 2025
Лей Ши
Read original paper ↗ ·Inverse design of mechanical metamaterials balancing manufacturability and compactness: A case study on lattice cells
Extreme Mechanics Letters · 2025
Jiacheng Xue, Hanmeng Bao, Tengfei Liu, Lingling Wu, Xiaoyong Tian, Dichen Li
Read original paper ↗ ·Kolmogorov-Arnold networks-optimized honeycomb acoustic metamaterials for railway noise control
International Journal of Mechanical Sciences · 2025
Jiahao Lu, Siqi Ding, Kai Zhou, Yi‐Qing Ni
Read original paper ↗ ·Bio-inspired acoustic metamaterials for traffic noise control: bridging the gap with machine learning
Communications Engineering · 2025
Jia-Hao Lu, Siqi Ding, Yi‐Qing Ni, Shu Li
Read original paper ↗ ·From Formability to Bandgap: Machine Learning Accelerates the Discovery and Application of Perovskite Materials
ACS Nano · 2025
Shiyan Wang, Chaopeng Liu, Weiyao Hao, Yanling Zhuang, Xianjun Zhu, Longlu Wang, Xianghong Niu, Shujuan Liu, Bing Chen, Qiang Zhao
Read original paper ↗ ·Controlling transient and coupled diffusion with pseudoconformal mapping
Proceedings of the National Academy of Sciences · 2025
Gaole Dai, Teng Qu, Min Lei, Zhuo Li, Fubao Yang, Ziwei Zhang, Yuanyuan Wang, Huaqing Xie, Jiping Huang, Jun Wang
Read original paper ↗ ·Liquid metal enabled thermal switch for active thermal management
International Journal of Heat and Mass Transfer · 2025
Peilin Zhu, Jiongjiong Zhang, Baojie Wei, Baowen Li, Guimei Zhu
Read original paper ↗ ·Topology in Thermal, Particle, and Plasma Diffusion Metamaterials
Chemical Reviews · 2025
Zhoufei Liu, Peng Jin, Min Lei, Chengmeng Wang, Pengfei Zhuang, Peng Tan, Jian‐Hua Jiang, Fabio Marchesoni, Jiping Huang
Read original paper ↗ ·Machine Learning-Based Prediction of Reflection Coefficients for Multilayer Electromagnetic Absorbers
Arabian Journal for Science and Engineering · 2025
Feyzanur Banu Demir, Sueda Kankılıç, Esin Karpat
Read original paper ↗ ·Generative Artificial Intelligence Navigated Development of Solvents for Next Generation High‐Performance Magnesium Batteries
Advanced Materials · 2025
Xiang Gao, Ao‐Qi Yang, Wen‐Bei Yu, Jia‐Cong Zhou, Maojun Pei, Jia‐Cheng Chen, Wei Yan, Guoqiang Luo, Yao Liu, Jianhua Xiao, Jiujun Zhang
Read original paper ↗ ·Highly Efficient Discovery of 3D Mechanical Metamaterials via Monte Carlo Tree Search
Advanced Science · 2025
Jiamu Liu, Bo Peng, Weiyun Xu, Wei Ye, Peng Wen
Read original paper ↗ ·Pseudoconformal Thermal Metamaterials Enabled by Thickness Engineering in a Single Material
Small Structures · 2025
Gaole Dai, Fubao Yang, Zhuo Li, Liujun Xu
Read original paper ↗ ·Spinodal metamaterials optimization based on genetic algorithm: Controlling mechanical anisotropy via dimensionless Cahn-Hilliard equation
European Journal of Mechanics - A/Solids · 2025
Barbara Mandolesi, Christian Iandiorio, Valerio Gioachino Belardi, Francesco Vivio
Read original paper ↗ ·Full polarization and high coherence control of thermal emissions via saddle-band dispersion engineering
Nature Communications · 2025
Kaili Sun, Guangdong Wang, Wenyu Li, Yinghan Wang, Yangjian Cai, Lujun Huang, Andrea Alù, Zhanghua Han
Read original paper ↗ ·Machine learning-integrated lateral flow assays: Unlocking the future of intelligent point-of-care sensing
TrAC Trends in Analytical Chemistry · 2025
Elangovan Sarathkumar, Ramapurath S. Jayasree
Read original paper ↗ ·Application of machine learning in the study of heavy metal remediation in soil using biochar-based nanocomposites
Next Materials · 2025
Shilin Xu, Xiaofang Wang, You Zhou, Dongfeng Wang, Weiwei Zhang, Yongsheng Li
Read original paper ↗ ·Recent advances in the thermal management performance of polymer-based composite materials
Materials Horizons · 2025
Jia Li, Mengmeng Qin, Wei Feng
Read original paper ↗ ·AI-driven design of powder-based nanomaterials for smart textiles: from data intelligence to system integration
Advanced Powder Materials · 2025
Zihui Liang, Yun Deng, Zhicheng Shi, Xiaohong Liao, Huiyi Zong, Lizhi Ren, Xiangzhe Li, Xinyao Zeng, Peiying Hu, Wei Ke, Bing Wu, Kai Wang, Jin Wen Qian, Weilin Xu, Fengxiang Chen
Read original paper ↗ ·Emerging group-VA 2D materials: Antimonene and bismuthene for nanoelectronics and energy storage
Journal of Alloys and Compounds · 2025
Yedluri Anil Kumar, Reddi Mohan Naidu Kalla, Abdullah Godran Al-Sehemi, Ezhakudiyan Ravindran, Ramanadha Mangiri
Read original paper ↗ ·Design optimisation of purge flow path in axial aero gas turbine engines using machine learning algorithm
Aerospace Science and Technology · 2025
Pitchai Pillai Sharmila, Abdus Samad
Read original paper ↗ ·Artificial intelligence in heat and mass transfer in chemical engineering processes
Elsevier eBooks · 2025
Temima Ajanović, Farooq Sher, Harun Hrnjić, Muddasar Safdar, Saba Rahman, Shaniko Allajbeu
Read original paper ↗ ·From performance to structure: a comprehensive survey of advanced metasurface design for next-generation imaging
npj Nanophotonics · 2025
Yunhui Zeng, Haopeng Zhong, Zhenwei Long, Hongkun Cao, Xin Jin
Read original paper ↗ ·Design of metal-coordinated hypergolic materials: recent advances and perspectives
Coordination Chemistry Reviews · 2025
Tian‐Li Pu, Jing-Long Zhao, Xin-Yao Zhao, Qinglang Ma, Li Yang, Qian‐You Wang
Read original paper ↗ ·Thermal properties of 3D-printed biomedical prototypes
Elsevier eBooks · 2025
Jayeeta Chattopadhyay, Tara Sankar Pathak, Nimmy Srivastava
Read original paper ↗ ·Topology optimization in flexible electrical heaters: status and perspective
Materials & Design · 2025
Yanyan Xu, Bin Xie, Mingxiang Chen
Read original paper ↗ ·Beyond Conventional Cooling: Advanced Micro/Nanostructures for Managing Extreme Heat Flux
Advanced Materials · 2025
Yuankun Zhang, Huajie Li, Yuhang Zhou, Jun Ma, Keng‐Te Lin, Han Lin, Chunsheng Guo, Baohua Jia
Read original paper ↗ ·Leveraging AI Innovation in Nanomaterials, Synthesis, Characterization, and Device Design
Advances in computational intelligence and robotics book series · 2025
Ashok Vaseashta, Gor Gevorgyan, Surik Khudaverdyan, Gagik Y. Ayvazyan, Mane Khachatryan, C. Berlic, Adriana Elena Balan, Ioan Stamatin
Read original paper ↗ ·Convergence of Computational Materials Science and AI for Next-Generation Energy Storage Materials
Journal of Electronic Materials · 2025
Xuexue Pan, Yuanlin Xie, Chujun Li, Yangyang He, Yitong Zhang, Yilin Wang, Zhichun Li, Peiyu Peng, Jun Wang
Read original paper ↗ ·Dual-function convective sensor in porous media
Journal of Applied Physics · 2025
Wenyi Ma, Huolei Feng, Yushan Ni
Read original paper ↗ ·State of the art challenges and prospects of advanced materials in radiation detection for nuclear energy: a review
Progress in Materials Science · 2025
Kamal Asghar, Miguta Faustine Ngulimi, Sion Kim, Bum Kyoung Seo, Guillaume H.V. Bertrand, Changhyun Roh
Read original paper ↗ ·A New Pulsed Neutron-Gamma Density Logging Method Based on Gamma-Ray Spectra and Machine Learning
ACS Omega · 2025
Duo Dong, Qiong Zhang, De-fu Zang, Wensheng Wu, Meng He, Yunlong Ge, Hu Wang, Xiaoyu Song, Shitao Xiong
Read original paper ↗ ·Machine learning-aided design of adapted water treatment adsorbents: Advances, challenges, and opportunities
Chemical Engineering Journal · 2025
Ling Yuan, Sheng Li, Yuxuan Ma, Han Zhang, Chen Chen, Weiming Zhang, Yanyang Zhang, Ming Hua, Lu Lv, Bingcai Pan
Read original paper ↗ ·Tailoring Energy Absorption of Curved-Beam Lattices Through a Data-Driven Approach
Materials · 2025
Pengting Xiang, Xian Liu, Xiang Chen, Chuang Liu
Read original paper ↗ ·Thin Films for Next Generation Technologies: A Comprehensive Review of Fundamentals, Growth, Deposition Strategies, Applications, and Emerging Frontiers
Processes · 2025
Ajith P. Arun, Niranjana Sreenivasan, Jagadish H. Patil, Raviraj A. Kusanur, Hemanth L. Ramachandraiah, Mahesh Ramakrishna
Read original paper ↗ ·AI-Integrated Micro/Nanorobots for Biomedical Applications: Recent Advances in Design, Fabrication, and Functions
Biosensors · 2025
Prashant Kishor Sharma, Chia‐Yuan Chen
Read original paper ↗ ·Machine-learning-assisted finite-element optimization of temperature uniformity in a vertical annealing furnace for silicon wafers
Materials Letters · 2025
Shang-Kuo Yang, Amir Reza Ansari Dezfoli
Read original paper ↗ ·Quasi-honeycomb graphene architectures enabling geometry-adaptive thermal regulation for high-density electronics
Nanoscale · 2025
Qiang Zhao, Ying Wang, Xiang Zheng, Xiaolu Cai, Jingze Li, Yongqi Zhang, Xinhui Xia
Read original paper ↗ ·Temporal anti-parity–time symmetry in diffusive transport
Nature Physics · 2025
Peng Jin, Chengmeng Wang, Yuhong Zhou, Shuihua Yang, Fubao Yang, Jinrong Liu, Ya Nan Sun, Pengfei Zhuang, Yiyang Zhang, Liujun Xu, Yi Zhou, Ghim Wei Ho, Cheng‐Wei Qiu, Jiping Huang
Read original paper ↗ ·Progress in constitutive modeling of arterial wall tissue mechanics: from theoretical frameworks to clinical application
Progress in Biophysics and Molecular Biology · 2025
Qian Fan, Dezhong Qi, Qiang Xiao, Xiaoqiang Zhou
Read original paper ↗ ·Integrated design of chiral re-entrant honeycombs with multifunctional mechanical properties
Thin-Walled Structures · 2025
Hengtai Ni, Jing Liu, Wei Min Wang, Chiye Yang, Guang Pan
Read original paper ↗ ·A hybrid method based on particle swarm optimization and machine learning algorithm for predicting droplet diameter in a microfluidic T-junction
Applied Mathematics and Mechanics · 2026
Faezeh Eslami, Reza Kamali
Read original paper ↗ ·