Optimizing the optimizer for physics-informed neural networks and Kolmogorov-Arnold networks

Elham Kiyani, Khemraj Shukla, Jorge F. Urbán, Jérôme Darbon, George Em Karniadakis

2025Computer Methods in Applied Mechanics and Engineering29 citationsDOI

Topics & Concepts

Artificial neural networkComputer scienceStatistical physicsMathematical economicsApplied mathematicsPhysicsMathematicsArtificial intelligenceModel Reduction and Neural NetworksAdvanced Image Processing TechniquesNeural Networks and Applications