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pecann

Here are 3 public repositories matching this topic...

HiPerSimLab / PECANN

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-CAPU

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 7, 2026
Python

HiPerSimLab / PECANN-DDM

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

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