HiPerSimLab

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4 repositories

PECANN-CAPU
Public
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
constrained-optimization physics-informed-neural-networks augmented-lagrangian-method pecann
Python
•
MIT License
•3•5•0•0•Updated Apr 7, 2026Apr 7, 2026
PECANN-DDM
Public
This version introduces a Schwarz-type, non-overlapping domain decomposition method for parallel training of PECANNs.
deep-learning constrained-optimization ddm
deep-learning constrained-optimization ddm inverse-problems helmholtz-equation laplace-equation scientific-machine-learning physics-informed-neural-networks augmented-lagrangian-method domain-decomposition-method
Python
•
MIT License
•1•5•0•0•Updated Mar 30, 2026Mar 30, 2026
PECANN
Public
PECANNs: Physics and Equality Constrained Artificial Neural Networks
deep-learning constrained-optimization scientific-machine-learning
deep-learning constrained-optimization scientific-machine-learning physics-constrained physics-informed-neural-networks augmented-lagrangian-method pecann
Jupyter Notebook
•
MIT License
•9•25•0•0•Updated Mar 30, 2026Mar 30, 2026
PrSlopeFlow
Public
Linear Stability Analysis of Prandtl Slope Flows
MATLAB
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GNU General Public License v3.0
•0•1•0•0•Updated Aug 15, 2022Aug 15, 2022

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