Papers citing Machine learning in materials design: Algorithm and application*
The Role of Artificial Intelligence in Biomaterials Science: A Review
Polymers · 2025-10-02
Andrea Martelli, Devis Bellucci, Valeria Cannillo
Read original paper ↗ ·Machine-learning-driven synergistic optimization of multi-objective mechanical properties in steel materials
Journal of Intelligent Manufacturing · 2025-11-24
F. Lan, Jian-hua Liu, Yang He, Jian Shao, Min Xiao, Lin Zhang, Shuai Zhang, Feng Xu, Xiao-tian Duan
Read original paper ↗ ·Machine learning in nanoscience and beyond: Workflows, data processing, XAI and ITAP metrics, language-based models
Advances in Colloid and Interface Science · 2025-11-30
Junnan Song, Qingjie Sun, André G. Skirtach, Bogdan V. Parakhonskiy
Read original paper ↗ ·A Comprehensive Review of Composite Materials: Current and Future Prospects in Aerospace Applications
Polymer Composites · 2025-12-04
Pankaj Shrivastava, Deepak Kumar Yaduwanshi, Vivek Mishra, Arka Ghosh, Asnul Hadi Ahmad, Shyam Kumar Birla, Nityananda Sahoo
Read original paper ↗ ·Tailor-made adsorbent materials on machine learning instructions for efficient purification of heavy metal contaminants in wastewater
Environmental Functional Materials · 2025-12-09
Jinwen Zeng, Minjie Qin, Mingzhe Jiang, Shaochi Wang, Xinyue Xie, Lijia Li, Wei Ren, Penghui Shao, Xiao Xiao, Xubiao Luo
Read original paper ↗ ·Bayesian-optimized machine learning framework for predicting Thermal Contact Resistance
Materials Today Communications · 2025-12-10
Malik I. Alamayreh, Ahmad Alamayreh, Amal A. Amer
Read original paper ↗ ·Machine learning insights into microstructural origins of transport and mechanical properties in porous microstructures
Acta Materialia · 2026-03-08
Longsheng Feng, Bo Wang, Sourav Chatterjee, Tae Wook Heo, Juergen Biener
Read original paper ↗ ·Machine Learning for Designing Perovskites and Perovskite‐Inspired Solar Materials: Emerging Opportunities and Challenges
Advanced Science · 2026-03-24
Yangfan Zhang, Yiming Xia, Ali Shakiba, Hongrui Zhang, Xiaojing Hao, Priyank V. Kumar, Mahesh P. Suryawanshi
Read original paper ↗ ·Integrating NSGA-II and TOPSIS for Stacking Model Optimization in Pursuit of Halide Double Perovskite Screening
Materials · 2026-05-12
Guiqin Liang, Jian Zhang
Read original paper ↗ ·Artificial Intelligence in Surface Coating Processes on Inconel Superalloy and Other Materials
African Journal Of Applied Research · 2026-07-10
S. Kulkarni, J. Tiwari, B. S. Varma
Read original paper ↗ ·Metal matrix composites: Bioinspired architectures, reinforcements and interfaces, multifunctionality, and data‑driven intelligent manufacturing
Progress in Materials Science · 2026-08-15
Wenqing Dai, Hanqing Dai, Yongfeng Geng, Shiyu He, Ding‐Bang Xiong, Di Zhang
Read original paper ↗ ·