Accurately Models the Relationship Between Physical Response and Structure Using Kolmogorov–Arnold Network

Abstract Artificial intelligence (AI) in science is a key area of modern research. However, many current machine learning methods lack interpretability, making it difficult to grasp the physical mechanisms behind various phenomena, which hampers progress in related fields. This study focuses on the...

書目詳細資料
發表在:	Advanced Science
Main Authors:	Yang Wang, Changliang Zhu, Shuzhe Zhang, Changsheng Xiang, Zhibin Gao, Guimei Zhu, Jun Sun, Xiangdong Ding, Baowen Li, Xiangying Shen
格式:	Article
語言:	英语
出版:	Wiley 2025-03-01
主題:	Kolmogorov‐Arnold Network Poisson's ratio Mechanical property Deep learning
在線閱讀:	https://doi.org/10.1002/advs.202413805

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