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Volume 2 ǀ Issue 1 ǀ March 2025 ǀ Page 1 – 72 ǀ
International Journal of AI for Materials and Design
https://accscience.com/journal/IJAMD
CONTENTS
PERSPECTIVE ARTICLE
1 Utilizing artificial intelligence for National Transportation Safety Board unmanned aerial
vehicle accident analysis and categorization
Eugene Pik, Joao S. D. Garcia
ORIGINAL RESEARCH ARTICLES
8 Predicting effective thermal conductivity of sintered nano-Ag with artificial neural networks
Libo Zhao, Jiahui Wei, Yanwei Dai, Daowei Wu, Yuting Zhang, Kui Li, Fei Qin
21 Machine-learned molecular modeling of ruthenium: A Kolmogorov-Arnold Network approach
Zhiyu An, Jingjie Yeo
39 Machine learning-based model predictive control for multizone building automation: A case
study
Pradeep Shakya, Shiva Sreenivasan, Baskaran Krishnamoorthy, Shiyu Yang, Man Pun Wan
54 Improvement of multiaxial fatigue life prediction performance based on contrastive learning
feature extraction
Ziyu Cui, Xingyue Sun, Xu Chen
iv
