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From Mesh to Neural Nets: A Multi-method Evaluation of Physics Informed Neural Network and Galerkin Finite Element Method for Solving Nonlinear Convection–Reaction–Diffusion Equations

Crossref DOI link: https://doi.org/10.1007/s40819-025-01904-y

Published Online: 2025-04-30

Published Print: 2025-06

Update policy: https://doi.org/10.1007/springer_crossmark_policy

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