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1. mlhiphy_v2 mlhiphy_v2 Public

   Parameter-estimation in PDEs using Gaussian Processes

   Jupyter Notebook 5

2. pde-net-in-tf pde-net-in-tf Public

   My implementation of PDE-Net in Tensorflow

   Python 1 2

3. testing_PINNs testing_PINNs Public

   I am testing the PINNs algorithm to infer hidden parameters in PDEs using neural networks.

   Python 1 3

4. grundner23james_EquationDiscovery_CloudCover grundner23james_EquationDiscovery_CloudCover Public

   Forked from EyringMLClimateGroup/grundner23james_EquationDiscovery_CloudCover

   A hierarchical modeling framework to discover new machine learning-based equations for cloud cover, including symbolic regression

   Jupyter Notebook 1

5. CBRAIN-CAM CBRAIN-CAM Public

   Forked from raspstephan/CBRAIN-CAM

   Code for neural network parameterization project

   Jupyter Notebook

6. grundner22james_icon-ml_cloudcover grundner22james_icon-ml_cloudcover Public

   Forked from EyringMLClimateGroup/grundner22james_icon-ml_cloudcover

   A NN based cloud cover parameterization for the ICON-A model

   Jupyter Notebook