agrundner24
I am a PhD student at the DLR Institute of Atmospheric Physics in Oberpfaffenhofen focusing on machine learning for cloud parametrizations
Munich
Pinned Repositories
behrens22james_SPCAM_VED
CBRAIN-CAM
Code for neural network parameterization project
grundner22james_icon-ml_cloudcover
A NN based cloud cover parameterization for the ICON-A model
grundner23james_EquationDiscovery_CloudCover
A hierarchical modeling framework to discover new machine learning-based equations for cloud cover, including symbolic regression
kaps22tgrs_ml_cloud_eval
mlhiphy_v2
Parameter-estimation in PDEs using Gaussian Processes
pde-net-in-tf
My implementation of PDE-Net in Tensorflow
PySR
High-Performance Symbolic Regression in Python
testing_PINNs
I am testing the PINNs algorithm to infer hidden parameters in PDEs using neural networks.
PySR
High-Performance Symbolic Regression in Python and Julia
agrundner24's Repositories
agrundner24/mlhiphy_v2
Parameter-estimation in PDEs using Gaussian Processes
agrundner24/pde-net-in-tf
My implementation of PDE-Net in Tensorflow
agrundner24/testing_PINNs
I am testing the PINNs algorithm to infer hidden parameters in PDEs using neural networks.
agrundner24/behrens22james_SPCAM_VED
agrundner24/CBRAIN-CAM
Code for neural network parameterization project
agrundner24/grundner22james_icon-ml_cloudcover
A NN based cloud cover parameterization for the ICON-A model
agrundner24/grundner23james_EquationDiscovery_CloudCover
A hierarchical modeling framework to discover new machine learning-based equations for cloud cover, including symbolic regression
agrundner24/kaps22tgrs_ml_cloud_eval
agrundner24/PySR
High-Performance Symbolic Regression in Python