Pinned Repositories
Awesome-Foundation-Models-for-Weather-and-Climate
A comprehesive survey about foundation models for weather and cliamte data understanding.
awesome-open-climate-science
Awesome Open Atmospheric, Ocean, and Climate Science
awesome-precipitation-nowcasting
A list of Precipitation Nowcasting papers and related resources.
constrained-downscaling
A project on how to incorporate physics constraints into deep learning architectures for downscaling or other super--resolution tasks.
deep-downscaling-overview
A collection aiming to bring all the amazing work of Deep Learning for Climate Super-res together.
dl4ds
Deep Learning for empirical DownScaling. Python package with state-of-the-art and novel deep learning algorithms for empirical/statistical downscaling of gridded data
downscaleCMIP6
Downscaling & bias correction of CMIP6 tasmin, tasmax, and pr for the R/CIL GDPCIR project
JAMC_20_0057
(Semi-official) repository of "Deep-Learning-Based Gridded Downscaling of Surface Meteorological Variables in Complex Terrain".
keras-unet-collection
The Tensorflow, Keras implementation of U-net, V-net, U-net++, UNET 3+, Attention U-net, R2U-net, ResUnet-a, U^2-Net, TransUNET, and Swin-UNET with optional ImageNet-trained backbones.
EricKevin98's Repositories
EricKevin98/downscaleCMIP6
Downscaling & bias correction of CMIP6 tasmin, tasmax, and pr for the R/CIL GDPCIR project
EricKevin98/awesome-precipitation-nowcasting
A list of Precipitation Nowcasting papers and related resources.
EricKevin98/Awesome-Foundation-Models-for-Weather-and-Climate
A comprehesive survey about foundation models for weather and cliamte data understanding.
EricKevin98/deep-downscaling-overview
A collection aiming to bring all the amazing work of Deep Learning for Climate Super-res together.
EricKevin98/constrained-downscaling
A project on how to incorporate physics constraints into deep learning architectures for downscaling or other super--resolution tasks.
EricKevin98/keras-unet-collection
The Tensorflow, Keras implementation of U-net, V-net, U-net++, UNET 3+, Attention U-net, R2U-net, ResUnet-a, U^2-Net, TransUNET, and Swin-UNET with optional ImageNet-trained backbones.
EricKevin98/dl4ds
Deep Learning for empirical DownScaling. Python package with state-of-the-art and novel deep learning algorithms for empirical/statistical downscaling of gridded data
EricKevin98/awesome-open-climate-science
Awesome Open Atmospheric, Ocean, and Climate Science
EricKevin98/JAMC_20_0057
(Semi-official) repository of "Deep-Learning-Based Gridded Downscaling of Surface Meteorological Variables in Complex Terrain".