Litcius/Paper detail

Kolmogorov–Arnold-Informed neural network: A physics-informed deep learning framework for solving forward and inverse problems based on Kolmogorov–Arnold Networks

Yizheng Wang, Jia Sun, Jinshuai Bai, Cosmin Anitescu, Mohammad Sadegh Eshaghi, Xiaoying Zhuang, Timon Rabczuk, Yinghua Liu

2024Computer Methods in Applied Mechanics and Engineering156 citationsDOI

Topics & Concepts

InverseApplied mathematicsCalculus (dental)Computer scienceMathematicsArtificial intelligenceStatistical physicsAlgebra over a fieldTheoretical computer scienceMathematical economicsPhysicsPure mathematicsGeometryMedicineDentistryModel Reduction and Neural NetworksGenerative Adversarial Networks and Image SynthesisNeural Networks and Applications
Kolmogorov–Arnold-Informed neural network: A physics-informed deep learning framework for solving forward and inverse problems based on Kolmogorov–Arnold Networks | Litcius