stiff-pdes

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levimcclenny / SA-PINNs

Implementation of the paper "Self-Adaptive Physics-Informed Neural Networks using a Soft Attention Mechanism" [AAAI-MLPS 2021]

deep-learning neural-network tensorflow scientific-computing neural-networks pdes sciml pinns physics-informed-learning adaptive-pinns stiff-pdes

Updated Oct 12, 2021
Python

mudassar003 / adaptive-pinns-singular-pdes

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This repository contains research code and experiments to solve singularly perturbed reaction–diffusion partial differential equations (PDEs) using Physics-Informed Neural Networks (PINNs).

deep-learning pdes scientific-machine-learning pinns stiff-pdes

Updated Jul 9, 2025
Python

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