Enhancing physics-informed neural networks with a hybrid parallel Kolmogorov-Arnold and MLP architecture

Physica D Nonlinear Phenomena 2026

View at publisher

Authors: Zuyu Xu, Bin Lv, Jiale Wang, Jiale Wang, Yunlai Zhu, Yuhang Pan, Zhitong Wang, Zhitong Wang, Mei Ling Yu, Jun Wang, Jun Wang, Zuheng Wu

+1 more

Yihong Dai

DOI: 10.1016/j.physd.2026.135156

Cited by: 1

References: 46

Fields of Study & Subjects

Model Reduction and Neural Networks Machine Learning in Materials Science Probabilistic and Robust Engineering Design

References 46