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Learning functional components of PDEs from data using neural networks

Loman, Torkel E. et al.
arXiv (All) · Papers
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analysis-of-pdesmachine-learning
Partial differential equation (PDE) models frequently contain unknown functional terms that cannot be measured directly, limiting their predictive utility. While data-driven methods for estimating scalar PDE parameters are well established, the recovery of unknown functions remains comparatively und
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