Author

Miguel Aguiar

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Preprint Aug 2026

Alternating Levenberg-Marquardt Training of Physics-Informed Neural Networks with Fourier-Enhanced Features

This work proposes the Fourier-enhanced alternating Levenberg--Marquardt PINN (FALM-PINN), an optimization framework that decouples representation learning from coefficient fitting within a single nonconvex optimization objective.

Yulun Wu, Matthieu Barreau, Miguel Aguiar et al. · 0 citations