Alternatives and similar repositories for ERA5-to-CERRA-via-Diffusion-Models

Users that are interested in ERA5-to-CERRA-via-Diffusion-Models are comparing it to the libraries listed below

• robbiewatt1 / ClimateDiffuse
  Diffusion for climate downscaling
  ☆72Updated last year
• x7zhong / TransfomerDownscaling
  This includes the code and data used in the paper "Investigating transformer-based models for downscaling near-surface temperature and wi…
  ☆23Updated 2 years ago
• LingFH / Diffusion_4_downscaling
  Diffusion Probabilistic Downscaling Model
  ☆26Updated last year
• p-hss / consistency-climate-downscaling
  ☆32Updated last month
• caglarkucuk / earthformer-satellite-to-radar
  ☆18Updated last year
• nci / FourCastNeXt
  ☆18Updated 7 months ago
• openclimatefix / diffusion_weather
  Testing out Diffusion-based models for weather and PV forecasting
  ☆15Updated 2 weeks ago
• fmerizzi / Precipitation-nowcasting-with-generative-diffusion-models
  Code relative to the publication "Precipitation nowcasting with generative diffusion models"
  ☆32Updated last year
• spcl / ens10
  Scripts and examples for the ENS-10 Ensemble Prediction System machine learning dataset
  ☆29Updated 2 years ago
• raspstephan / nwp-downscale
  ☆40Updated 4 years ago
• jleinonen / downscaling-rnn-gan
  Stochastic, Recurrent Super-resolution GAN For Downscaling Time-evolving Fields
  ☆73Updated 4 years ago
• tpys / FuXi-S2S
  ☆34Updated 3 months ago
• OpheliaMiralles / wind-downscaling-gan
  ☆33Updated 2 years ago
• Ocean-Intelligent-Forecasting / XiHe-GlobalOceanForecasting
  ☆54Updated last year
• gaozhihan / earth-forecasting-transformer
  ☆10Updated last year
• ECMWFCode4Earth / diffusion-models-for-weather-prediction
  ☆26Updated last year
• XiongWeiTHU / Awesome-AI-for-Atmosphere-and-Ocean
  Awesome paper about AI for atmosphere science and oceanography
  ☆33Updated 2 years ago
• Cuiyingzhe / WenHai
  ☆20Updated 4 months ago
• flyakon / DeepPhysiNet
  Implement code of paper "DeepPhysiNet: Bridging Deep Learning and Atmospheric Physics for Accurate and Continuous Weather Modeling"
  ☆43Updated last year
• cbuelt / dduq
  Uncertainty quantification for data-driven weather models.
  ☆14Updated 6 months ago
• lzhengchun / DSGAN
  a GAN for precipitation downscaling
  ☆42Updated 3 years ago
• lizhuoq / WeatherLearn
  Implementation of the PyTorch version of the Weather Deep Learning Model Zoo.
  ☆86Updated 6 months ago
• anna-allen / convCNPClimate
  Implementation of convolutional conditional neural processes for statistical downscaling
  ☆33Updated 4 years ago
• paulaharder / deep-downscaling-overview
  A collection aiming to bring all the amazing work of Deep Learning for Climate Super-res together.
  ☆101Updated 8 months ago
• MIT-AI-Accelerator / eie-sevir
  Code for working with the SEVIR weather dataset
  ☆37Updated 3 years ago
• Gufrannn / W-MAE
  ☆30Updated last year
• DAMO-DI-ML / WeatherODE
  The official code for "Mitigating Time Discretization Challenges with WeatherODE: A Sandwich Physics-Driven Neural ODE for Weather Foreca…
  ☆15Updated last year
• OpenEarthLab / FengWu-4DVar
  Integrating Large Weather Models with Data Assimilation
  ☆20Updated last year
• ljharris23 / public-downscaling-cgan
  Clean, easier to use version of the downscaling cGAN
  ☆24Updated last year
• henryaddison / mlde
  Adaptation of PyTorch implementation for Score-Based Generative Modeling through Stochastic Differential Equations for emulating high res…
  ☆18Updated last week