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Leonardo M. Moreira

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#machine learning Preprint Sep 2026

NEXT: Physics-Informed Neuro-Spectral Exponential Time Differencing Architectures

This study proposes Neuro-Spectral Exponential Time Differencing Architectures (NEXT), which combines the spectral representation of the PDE solution in NeuSA with high-order exponential integrators and can be applied to inverse problems, where the model has to learn unknown parameters or boundary conditions from spars...

Márcio Marques, Leonardo Mendonça, Leonardo M. Moreira et al. · 0 citations