Weak-form physics-informed learning for noisy scientific image dynamics. Two domain validations: Flare-PINN (solar flare forecasting) and FRAP (diffusion-coefficient recovery).
deep-learning pytorch microscopy inverse-problems frap pinn scientific-machine-learning physics-informed-neural-networks weak-form variational-methods solar-flare-forecasting
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Updated
May 18, 2026 - Python