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Jorge F. Urb´an

affiliation not provided to SSRN

  • affiliation not provided to SSRN

SCHOLARLY PAPERS

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Scholarly Papers (1)

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Which Optimizer Works Best for Physics-Informed Neural Networks and Kolmogorov-Arnold Networks?

Number of pages: 41 Posted: 20 May 2025
Elham kiyani, Khemraj Shukla, Jorge F. Urb´an, Jérôme Darbon and George Em Karniadakis
Brown University, Brown University, affiliation not provided to SSRN, Brown University and Brown University
Downloads 144 (511,933)
Citation 16

Abstract:

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Quasi-Newton Methods, Second-Order Optimization, Kolmogorov-Arnold Networks (PIKANs), Physics-Informed Neural Networks (PINNs)