RESEARCH PAPER · Archives of Computational Methods in Engineering · 2026
Artificial Intelligence in Materials by Design: Critical Review And Perspectives on Materials Informatics to Generative and Agentic Intelligence
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A Theory of Scientific Patience for Time-Conditioned Materials AI Systems
Journal of Artificial Intelligence for Materials Science · 2025-01-01
Anna Svensson, Erik Lindberg
Read original paper ↗ ·A Decade of Data-Driven Materials Engineering: Progress, Remaining Gaps, and Unlearned Lessons
Journal of Computational and Data-Driven Materials Engineering · 2026-01-01
Mohamed Salah, Youssef Karim, Ahmed Nabil, Mahmoud Adel, Karim Hassan
Read original paper ↗ ·Predictive modelling of hydrogen storage in Mg-based systems: Machine learning insights into synthesis methods, catalyst additives, and operating conditions
Journal of Alloys and Compounds · 2026-03-17
Ganesh Bulusu, Kalagotla Sai Chandana, Reddi Kamesh
Read original paper ↗ ·A review of deep learning-based surface defect detection techniques for strip steel
Measurement · 2026-05-17
Fei Shang, Huilin Chen, Bo Sun, Ruilin Miao, Xuegang Zhou, Chunwei Xing, Pengpeng Zhang
Read original paper ↗ ·Inspection science as a foundational discipline for sustainable materials futures
Progress in Materials Science · 2026-06-26
Le Quang Trung, Minhhuy Le, Tadahiro Shibutani, Naoya Kasai
Read original paper ↗ ·AI-nanomaterial co-design for advanced polymeric pipeline coatings: Corrosion protection mechanisms and intelligent design strategies
Progress in Organic Coatings · 2026-07-31
Iram Riaz, Zahoor Hussain, Hong Pan, Zhibin Lin
Read original paper ↗ ·Silk fibroin-based wearable bioelectronics for self-powered healthcare
International Journal on Interactive Design and Manufacturing (IJIDeM) · 2026-08-10
Ali Imran Ansari, Yuri Dekhtyar
Read original paper ↗ ·Machine learning-driven electromagnetic wave absorbing: Prediction and its applications
Journal of Material Science and Technology · 2026-09-02
Zunhao Liang, Peitao Xie, Jianming Zhao, Shaaban M. Shaaban, Zeinhom Mohamed El-Bahy, Sobhi M. Gomha, Juanna Ren, Hassan Algadi, Zhanhu Guo
Read original paper ↗ ·Data-driven modeling and optimization of tribological performance of grey cast iron under dry and lubricated sliding
Proceedings of the Institution of Mechanical Engineers Part J Journal of Engineering Tribology · 2026-09-30
Khursheed Ahmad Sheikh, Mohammad Mohsin Khan, Deepak Kumar Naik, Sandeep Samantaray
Read original paper ↗ ·Artificial intelligence driven lithium-ion battery recycling: from materials recovery to intelligent circular energy systems
Journal of Materials Science Materials Theory · 2026-10-02
Junaid Aslam, Muhammad Arif Khan, Ali Usman, Muhammad Javed, Muhammad Usman
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