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api579

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felipearocha / synthetic-integrity-digital-twin-piml

Physics-informed neural-network surrogate for asset-integrity digital twin. ODE-constrained training with KKT enforcement.

python engineering machine-learning neural-network pytorch rbi pinn digitaltwins asme digital-twin corrosion oil-and-gas surrogate-model physics-informed physics-informed-neural-networks piml asset-integrity api579

Updated May 13, 2026
Python

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