physics-constrained

Here are 5 public repositories matching this topic...

Physics-constrained deep learning for high-dimensional surrogate modeling and uncertainty quantification without labeled data

Physics-constrained auto-regressive convolutional neural networks for dynamical PDEs

A project on how to incorporate physics constraints into deep learning architectures for downscaling or other super--resolution tasks.

PECANNs: Physics and Equality Constrained Artificial Neural Networks

A project on how to incorporate physics constraints into deep learning architectures for downscaling or other super--resolution tasks.

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