Papers citing Knowledge-integrated machine learning for materials: lessons from gameplaying and robotics
Impacto de la gamificación en el aprendizaje de estudiantes universitarios
RIDE Revista Iberoamericana para la Investigación y el Desarrollo Educativo · 2024-05-08
Magda Patricia Ramos Cevallos, Matilde Esther Segovia-Avendaño, Nélyda Juárez Tamayo
Read original paper ↗ ·A printing-inspired digital twin for the self-driving, high-throughput, closed-loop optimization of roll-to-roll printed photovoltaics
Cell Reports Physical Science · 2024-06-01
Leonard W. T. Ng, Na An, Liu Yang, Yinhua Zhou, Dong Wook Chang, Jueng‐Eun Kim, Luke J. Sutherland, Tawfique Hasan, Mei Gao, Doojin Vak
Read original paper ↗ ·Generative learning facilitated discovery of high-entropy ceramic dielectrics for capacitive energy storage
Nature Communications · 2024-06-10
Wei Li, Zhonghui Shen, Run‐Lin Liu, Xiaoxiao Chen, Mengfan Guo, Jin-Ming Guo, Hua Hao, Yang Shen, Hanxing Liu, Long‐Qing Chen, Ce‐Wen Nan
Read original paper ↗ ·Machine learning in proton exchange membrane water electrolysis — A knowledge-integrated framework
Applied Energy · 2024-06-14
Xia Chen, Alexander Rex, Janis Woelke, Christoph Eckert, Boris Bensmann, Richard Hanke‐Rauschenbach, Philipp Geyer
Read original paper ↗ ·A new family of septuple-layer 2D materials of MoSi2N4-like crystals
Nature Reviews Physics · 2024-06-17
Tatiana Latychevskaia, D. A. Bandurin, Kostya S. Novoselov
Read original paper ↗ ·Understanding the phytotoxic effects of organic contaminants on rice through predictive modeling with molecular descriptors: A data-driven analysis
Journal of Hazardous Materials · 2024-06-17
Shuyuan Wang, Jie Chen, Lizhong Zhu
Read original paper ↗ ·Type-printable photodetector arrays for multichannel meta-infrared imaging
Nature Communications · 2024-06-18
Junxiong Guo, Shuyi Gu, Lin Lin, Yu Liu, Ji Cai, Hongyi Cai, Yu Peng Tian, Yuelin Zhang, Qinghua Zhang, Ze Liu, Yafei Zhang, Xiaosheng Zhang, Yuan Lin, Wen Huang, Lin Gu, Jinxing Zhang
Read original paper ↗ ·Let the two sides of the same coin meet—Environmental health and safety-oriented development of functional nanomaterials for environmental remediations
Eco-Environment & Health · 2024-06-29
Shuangyu Wu, Jian Peng, Stephanie Ling Jie Lee, Xiaoqing Niu, Yue Jiang, Sijie Lin
Read original paper ↗ ·Harnessing the Missing Spectral Correlation for Metasurface Inverse Design
Advanced Science · 2024-07-01
Jie Zhang, Chao Qian, Guangfeng You, Tao Wang, Yasir Saifullah, Reza Abdi–Ghaleh, Hongsheng Chen
Read original paper ↗ ·Accelerating Formulation Design via Machine Learning: Generating a High-throughput Shampoo Formulations Dataset
Scientific Data · 2024-07-03
Aniket Chitre, Robert C. M. Querimit, Simon D. Rihm, Dogancan Karan, Benchuan Zhu, Ke Wang, Long Wang, Kedar Hippalgaonkar, Alexei A. Lapkin
Read original paper ↗ ·Structural Evolution of Millisecond Laser-Induced Metastable Crystalline GeTe
ACS Applied Electronic Materials · 2024-07-11
Jose Recatala‐Gomez, Yun Li, Nur Qalishah Adanan, Biplab Ghosh, Haiwen Dai, Yang Bai, Chenguang Zhang, Samuel A. Morris, Zhong‐Shan Jin, Wenhao Zhai, Tobias W. W. Maß, Pawan Kumar, Fengxia Wei, Maung Thway, Rafikul Ali Saha, Eduardo Solano, Martin Rosenthal, Maarten B. J. Roeffaers, Nigel M. Kirby, Izabela Miłogrodzka, Robert Edward Simpson, Kwan Wee Tan, Kedar Hippalgaonkar
Read original paper ↗ ·Accelerating electrocatalyst design for CO2 conversion through machine learning: Interpretable models and data-driven innovations
Nexus · 2024-07-18
Zijing Li, Yingchuan Zhang, Tao Zhou, Guangri Jia
Read original paper ↗ ·Review of progress in calculation and simulation of high-temperature oxidation
Progress in Materials Science · 2024-07-31
Dongxin Gao, Zhao Shen, Kai Chen, Xiaofeng Zhou, Liu Hong, Jingya Wang, Yangxin Li, Zhixiao Liu, Huiqiu Deng, William Yi Wang, Xiaoqin Zeng
Read original paper ↗ ·Navigating the innovation frontier: ambidextrous strategies, knowledge creation, and organizational agility in the pursuit of competitive excellence
Business Process Management Journal · 2024-08-20
Abdul Hakeem Waseel, Jianhua Zhang, Muhammad Usman Shehzad, Irshad Hussain Sarki, Muhammad Wajid Kamran
Read original paper ↗ ·Accelerating the Discovery of Efficient High-Entropy Alloy Electrocatalysts: High-Throughput Experimentation and Data-Driven Strategies
Nano Letters · 2024-09-03
Xiangyi Shan, Yiyang Pan, Furong Cai, Han Jun Gao, Jianan Xu, Daobin Liu, Qing Zhu, Panpan Li, Zhaoyu Jin, Jun Jiang, Min Zhou
Read original paper ↗ ·When Metal Nanoclusters Meet Smart Synthesis
ACS Nano · 2024-09-24
Zhucheng Yang, Anye Shi, Ruixuan Zhang, Zuowei Ji, Jiali Li, Jingkuan Lyu, Jing Qian, Tiankai Chen, Xiaonan Wang, Fengqi You, Jianping Xie
Read original paper ↗ ·From Sunlight to Solutions: Closing the Loop on Halide Perovskites
ACS Materials Au · 2024-10-25
Elham Foadian, Sheryl L. Sanchez, Sergei V. Kalinin, Mahshid Ahmadi
Read original paper ↗ ·Machine Learning in 3D and 4D Printing of Polymer Composites: A Review
Polymers · 2024-11-08
Ivan Pavlovich Malashin, Igor S. Masich, В С Тынченко, Andrei Gantimurov, Vladimir Nelyub, А. С. Бородулин, Dmitry Martysyuk, A.L. Galinovsky
Read original paper ↗ ·Engineering biotic-abiotic hybrid systems for solar-to-chemical conversion
Chem · 2024-11-20
Wentao Song, Xinyue Zhang, Wanrong Li, Bowen Li, Bin Liu
Read original paper ↗ ·AI-driven 3D bioprinting for regenerative medicine: From bench to bedside
Bioactive Materials · 2024-11-23
Zhenrui Zhang, Xianhao Zhou, Yongcong Fang, Zhuo Xiong, Ting Zhang
Read original paper ↗ ·Laser powder bed fusion of biodegradable magnesium alloys: process, microstructure and properties
International Journal of Extreme Manufacturing · 2024-11-23
Xuehua Wu, Junying Liu, Youwen Yang, Jing Bai, Cijun Shuai, Joseph Buhagiar, Xinghai Ning
Read original paper ↗ ·Analysis of influencing factors on review efficiency of multidisciplinary scientific research projects using DEMATEL with a 5-point scale
PLoS ONE · 2024-12-12
Junyi Li, Yana Xiao
Read original paper ↗ ·ReLMM: Reinforcement Learning Optimizes Feature Selection in Modeling Materials
Journal of Chemical Information and Modeling · 2024-12-17
Maitreyee Sharma Priyadarshini, Nikhil Thota, Rigoberto Hernandez
Read original paper ↗ ·SGML: A Python library for solution-guided machine learning
Software Impacts · 2024-12-27
Ruijin Wang, Yuchen Du, Chunchun Dai, Yang Deng, Jiantao Leng, Tienchong Chang
Read original paper ↗ ·AI4Materials: Transforming the landscape of materials science and enigneering
Review of Materials Research · 2025-01-01
Xue Feng Jiang, Dezhen Xue, Yang Bai, William Yi Wang, Jianjun Liu, Mingli Yang, Yanjing Su
Read original paper ↗ ·Archerfish: a retrofitted 3D printer for high-throughput combinatorial experimentation via continuous printing
Digital Discovery · 2025-01-01
Alexander E. Siemenn, Basita Das, Eunice Aissi, Fang Sheng, Lleyton Elliott, Blake Hudspeth, Marilyn Meyers, James Serdy, Tonio Buonassisi
Read original paper ↗ ·Polymer gels for aqueous metal batteries
Progress in Materials Science · 2025-01-04
Tianfu Zhang, Keliang Wang, Hengwei Wang, Manhui Wei, Zhuo Chen, Daiyuan Zhong, Yu Chen, Pucheng Pei
Read original paper ↗ ·Computation-driven design: dielectric loss mechanism and performance optimization of epoxy/anhydride curing system
Unknown journal · 2025-01-15
Yi Zhang, Yunhua He, Fusheng Zhou, Yufeng Song, Jiaming Xiong, Xueting Cheng, Chao Gao
Read original paper ↗ ·Finite element analysis, machine learning, and digital twins for soft robots: state-of-arts and perspectives
Smart Materials and Structures · 2025-01-23
Liuchao Jin, Xiaoya Zhai, Wenbo Xue, Kang Zhang, Jingchao Jiang, Mahdi Bodaghi, Wei‐Hsin Liao
Read original paper ↗ ·Enhancing Hand Movement Recognition: A Hybrid Fuzzy Deep Neural Network Approach with Time-Frequency EMG Representations
Unknown journal · 2025-02-04
Peyman Afshari Bijarbaneh, Fatemeh Noori, Shima Faramarzi, Seyed Amirhossein Mousavi
Read original paper ↗ ·Toughening mechanism analysis of TiN/TiSiN coatings with modulation period gradient structure
Journal of Materials Research and Technology · 2025-02-11
Wei Liu, Qiang Shen, Liangliang Lin, Mingquan Jiang, Mai Yang, Baifeng Ji, Rong Tu, Song Zhang
Read original paper ↗ ·Automated Discovery of Therapeutic Biomaterial for Renally Impaired Hyperuricemia Patients by Natural Language Processing and Machine Learning
bioRxiv (Cold Spring Harbor Laboratory) · 2025-03-11
Xiaodong Zeng, Jiahao Qiu, Xin Gui Zhao, Kangfei Liu, Longfei Zhao, Junkang An, Xiang Liang, Tianzhi Liu, Zhichao Wang, Weidi Xie, Mengdi Wang, Jie Luo, Shiyi Zhang
Read original paper ↗ ·High-entropy electromagnetic functional materials: From electromagnetic genes to materials design
Materials Science and Engineering R Reports · 2025-03-28
Tingting Liu, Luyang Li, Luyang Li, Peng Gao, Lin Li, Lin Li, Mao‐Sheng Cao
Read original paper ↗ ·AI-driven materials design: paradigm shift from small data to big data
Scientia Sinica Chimica · 2025-04-16
Xinyu Chen, Zhilong Song, Shuaihua Lu, Yilei Wu, Minggang Ju, Qionghua Zhou, Jinlan Wang
Read original paper ↗ ·A guided review of machine learning in the design and application for pore nanoarchitectonics of carbon materials
Materials Science and Engineering R Reports · 2025-05-02
Chuang Wang, Xingxing Cheng, Kai Luo, K. Nandakumar, Zhiqiang Wang, Meng Ni, Xiaotao Tony Bi, Jiansheng Zhang, Chunbo Wang
Read original paper ↗ ·Leveraging generative models with periodicity-aware, invertible and invariant representations for crystalline materials design
Nature Computational Science · 2025-05-09
Zhilong Wang, Fengqi You
Read original paper ↗ ·Empowering Generalist Material Intelligence with Large Language Models
Advanced Materials · 2025-05-12
Wenhao Yuan, Guangyao Chen, Zhilong Wang, Fengqi You
Read original paper ↗ ·AI foundational models in low-carbon energy and chemical engineering and the intelligent discovery platform for novel materials
Scientia Sinica Chimica · 2025-05-15
Haoyu Yin, Yizhe Chen, Xiaonan Wang
Read original paper ↗ ·Unlocking a self-driving research workflow for perovskite photovoltaics
Matter · 2025-06-01
Lifang Xie, Yalan Zhang, Noah Peterkes, Xiao‐Fen Li, Yike Guo, Yuanyuan Zhou
Read original paper ↗ ·Artificial Intelligence‐Driven Approaches in Semiconductor Research
Advanced Materials · 2025-06-19
Yanping Zheng, Hao Xu, Zhexin Li, Linlin Li, Yongchao Yu, Pengfei Jiang, Yanmeng Shi, Jing Zhang, Yuqing Huang, Qing Luo, Zheng Lou, Lili Wang
Read original paper ↗ ·SeFNet: Linking tabular datasets with semantic feature nets
Information Fusion · 2025-07-01
Katarzyna Woźnica, Piotr Wilczyński, Przemysław Biecek
Read original paper ↗ ·Material intelligence by the convergence of artificial intelligence and robotic platforms
Nexus · 2025-07-02
Xinyu Zhang, Zijian Chen, Feibei Chen, Billy Fanady, Boyuan Wang, Zongming Ni, Shumin Zhou, Junzhi Ye, Guanhua Chen, Jie Liu, Robert L. Z. Hoye, Xiaobo Li, Samantha Yu-ling Chong, Wei Feng, Chi-yung Chung, Ching-chuen Chan, Linjiang Chen, Han Hao, Alán Aspuru‐Guzik, Jun Jiang, Haitao Zhao
Read original paper ↗ ·The analysis of deep reinforcement learning for dynamic graphical games under artificial intelligence
Scientific Reports · 2025-07-02
Yuyang Yan, Jiahui Li, Cristina Zaggia
Read original paper ↗ ·A self-supervised robotic system for autonomous contact-based spatial mapping of semiconductor properties
Science Advances · 2025-07-04
Alexander E. Siemenn, Basita Das, Kangyu Ji, Fang Sheng, Tonio Buonassisi
Read original paper ↗ ·Deep Reinforcement Learning–Based Control Strategy for Electro-Hydrostatic Active Suspension
SAE International Journal of Passenger Vehicle Systems · 2025-07-09
Jiawei Wang, Huiru Guo, Xiaohe Deng
Read original paper ↗ ·Detecting deformation mechanisms of metals from acoustic emission signals through knowledge-driven unsupervised learning
Nature Communications · 2025-07-25
Boyuan Gou, Yan Chen, Songhua Xu, Jun Sun, Turab Lookman, Ekhard K. H. Salje, Xiangdong Ding
Read original paper ↗ ·Gamification for digital preservation awareness: Encouraging public engagement with digital archives through game design
Business Information Review · 2025-07-28
Akinade Adebowale Adewojo
Read original paper ↗ ·Advanced Design for High-Performance and AI Chips
Nano-Micro Letters · 2025-07-29
Ying Cao, Yuejiao Chen, Xi Fan, Hong Chuan Fu, Bingang Xu
Read original paper ↗ ·Rational design of mechanical bio-metamaterials for biomedical applications
Progress in Materials Science · 2025-08-03
Haoyu Wang, Yanshen Yang, Xiaqing Zhou, Jin Tian, Xinci Duan, Ang Li, Tian Jian Lu, Tian Jian Lu, Xiaokang Li, Dandan Pei, Feng Xu
Read original paper ↗ ·Advances in intelligent epitaxy of semiconductor materials
Progress in Quantum Electronics · 2025-09-01
Chao Shen, Kang Yang, Wenkang Zhan, Bo-Wei Xu, Zhaonan Li, Shujie Pan, Siming Chen, Zhanguo Wang, Chao Feng Zhao
Read original paper ↗ ·