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

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...

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Bibliographic Details
Main Authors: Yang Wang, Changliang Zhu, Shuzhe Zhang, Changsheng Xiang, Zhibin Gao, Guimei Zhu, Jun Sun, Xiangdong Ding, Baowen Li, Xiangying Shen
Format: Article
Language:English
Published: Wiley 2025-03-01
Series:Advanced Science
Subjects:
Kolmogorov‐Arnold Network
Poisson's ratio
Mechanical property
Deep learning
Online Access:https://doi.org/10.1002/advs.202413805
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