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From PINNs to PIKANs: recent advances in physics-informed machine learning

Juan Diego Toscano, Vivek Oommen, Alan John Varghese, Zongren Zou, Nazanin Ahmadi Daryakenari, Chenxi Wu, George Em Karniadakis

2025Machine learning for computational science and engineering166 citationsDOIOpen Access PDF

Topics & Concepts

Computer scienceModel Reduction and Neural NetworksNuclear reactor physics and engineeringComputational Physics and Python Applications
From PINNs to PIKANs: recent advances in physics-informed machine learning | Litcius