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Physical Review X

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Articles Citing

Kolmogorov-Arnold Networks Meet Science

Ziming Liu ^* and Max Tegmark

Pingchuan Ma and Wojciech Matusik

Massachusetts Institute of Technology and The NSF Institute for Artificial Intelligence and Fundamental Interactions, Massachusetts, USA

Massachusetts Institute of Technology and Computer Science and Artificial Intelligence Laboratory (CSAIL), Massachusetts, USA

California Institute of Technology, California, USA

^*Contact author: zmliu@mit.edu

No title available

Spyros Rigas, Thanasis Papaioannou, Panagiotis Trakadas, and Georgios Alexandridis

No title available

Alina Minitaeva and Ivan Mikhnyuk

No title available

Jingliao Sun, Yejun Xiang, Changhong Hu, Ying Hu, and Xiao Qi

No title available

Cândido Alfredo Carvalho de Lucena Filho and Felipe Valencia de Almeida

No title available

Yu Cai, Qianjin Guo, and Xiaozhu Lin

No title available

Dat Le, Sutharshan Rajasegarar, Wei Luo, Thanh Thi Nguyen, Minh Ngoc Dinh, and Maia Angelova

No title available

Shuhuan Li, Shiyu Zhou, Haoran Chen, Haiqiang Zhou, Yueting Li, and Zidong Yuan

No title available

Mico Kent P. Malatag, Jhanna D. Vicente, and John Paul T. Cruz

No title available

Yu-Chao Hsu, Jiun-Cheng Jiang, Chun-Hua Lin, Kuo-Chung Peng, Nan-Yow Chen, Samuel Yen-Chi Chen, En-Jui Kuo, and Hsi-Sheng Goan

No title available

Ali Bayeh, Samira Sadaoui, and Malek Mouhoub

No title available

Federico Califano and Jacopo Ciambella

ADFF-Net: An Attention-Based Dual-Stream Feature Fusion Network for Respiratory Sound Classification

Bing Zhu, Lijun Chen, Xiaoling Li, Songnan Zhao, Shaode Yu, and Qiurui Sun

Technologies 14 12 (2025)

Research Directions on Kolmogorov–Arnold Networks: A Comprehensive Review

Zhen Wang, Xiaomin Lin, Dayong Wang, Cui Cui, and Xue Hao

Symmetry 18 60 (2025)

Scalable Bayesian Physics-Informed Kolmogorov-Arnold Networks

Zhiwei Gao and George Em Karniadakis

SIAM/ASA J. Uncertainty Quantification 13 1543 (2025)

Structured and Balanced Multicomponent and Multilayer Neural Networks

Shijun Zhang, Hongkai Zhao, Yimin Zhong, and Haomin Zhou

SIAM J. Sci. Comput. 47 C1059 (2025)

Transformer–Kolmogorov–Arnold network for high-fidelity resistivity reconstruction toward fluid characterization

An Gong, Lekai Zhang, Youzhuang Sun, and Yongan Zhang

Physics of Fluids 37 126608 (2025)

Advancing Physical Understanding with Interpretable Machine Learning

Jonathan W. Siegel

Physics 18 199 (2025)

Spatial-frequency dual-domain Kolmogorov–Arnold networks for multimodal medical image fusion

Lewu Lin, Jiaxin Xie, Yingying Wang, Jialing Huang, Rongjin Zhuang, Xiaotong Tu, Xinghao Ding, Na Shen, and Qing Lu

Neurocomputing 648 130661 (2025)

SS-KAN: Self-supervised Kolmogorov-Arnold networks for limited data remote sensing semantic segmentation

Jiyong Zhang, Zeyan Jin, Yiqian Xia, Xihua Yuan, Yifei Wang, Ning Li, Yinhui Yu, and Deguang Li

Neural Networks 192 107881 (2025)

LeanKAN: a parameter-lean Kolmogorov-Arnold network layer with improved memory efficiency and convergence behavior

Benjamin C. Koenig, Suyong Kim, and Sili Deng

Neural Networks 192 107883 (2025)

KKANs: Ku̇rková-Kolmogorov-Arnold networks and their learning dynamics

Juan Diego Toscano, Li-Lian Wang, and George Em Karniadakis

Neural Networks 191 107831 (2025)

Online End Deformation Calculation Method for Mill Relining Manipulator Based on Structural Decomposition and Kolmogorov-Arnold Network

Mingyuan Wang, Yujun Xue, Jishun Li, Shuai Li, and Yunhua Bai

Machines 14 21 (2025)

TabKAN: Advancing tabular data analysis using Kolmogorov-Arnold Network

Ali Eslamian, Alireza Afzal Aghaei, and Qiang Cheng

Mach. Learn. Comput. Sci. Eng 1 40 (2025)

Explainable Predictive Maintenance of Marine Engines Using a Hybrid BiLSTM-Attention-Kolmogorov Arnold Network

Alexandros S. Kalafatelis, Georgios Levis, Anastasios Giannopoulos, Nikolaos Tsoulakos, and Panagiotis Trakadas

JMSE 14 32 (2025)

Subclinical Atrial Fibrillation Prediction in Patients with CIED by a Novel Deep Learning Framework

Yongying Lan, Chengze Lin, Ning Zhang, Qing Cao, Qi Jin, Qingzhi Luo, Yue Wei, Yangyang Bao, Changjian Lin, Wenqi Pan, Kang Chen, Liqun Wu, and Yun Xie

JCDD 13 18 (2025)

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