HiPerSimLab / PECANN Star 24 Code Issues Pull requests PECANNs: Physics and Equality Constrained Artificial Neural Networks deep-learning constrained-optimization scientific-machine-learning physics-constrained physics-informed-neural-networks augmented-lagrangian-method pecann Updated Mar 30, 2026 Jupyter Notebook
HiPerSimLab / PECANN-DDM Star 5 Code Issues Pull requests This version introduces a Schwarz-type, non-overlapping domain decomposition method for parallel training of PECANNs. deep-learning constrained-optimization ddm inverse-problems helmholtz-equation laplace-equation scientific-machine-learning physics-informed-neural-networks augmented-lagrangian-method domain-decomposition-method pecann Updated Mar 30, 2026 Python
HiPerSimLab / PECANN-CAPU Star 0 Code Issues Pull requests PECANN-CAPU: Physics and Equality Constrained Artificial Neural Networks with the Conditionally Adaptive Penalty Update Algorithm constrained-optimization physics-informed-neural-networks augmented-lagrangian-method pecann Updated Apr 3, 2026 Python