davitpapikyan / Probabilistic-Downscaling-of-Climate-Variables

Related projects ⓘ

Alternatives and complementary repositories for Probabilistic-Downscaling-of-Climate-Variables

• robbiewatt1 / ClimateDiffuse
  Diffusion for climate downscaling
  ☆37Updated 4 months ago
• LingFH / Diffusion_4_downscaling
  Diffusion Probabilistic Downscaling Model
  ☆17Updated 4 months ago
• raspstephan / nwp-downscale
  ☆38Updated 3 years ago
• ECMWFCode4Earth / diffusion-models-for-weather-prediction
  ☆23Updated 8 months ago
• ecmwf-lab / climetlab-s2s-ai-challenge
  climetlab plugin to access subseasonal to seasonal (S2S) forecasts for the s2s-ai-challenge
  ☆36Updated last year
• osilab-kaist / KoMet-Benchmark-Dataset
  ☆25Updated 2 years ago
• yongquan-qu / SLAMS
  SLAMS: Score-based Latent Assimilation in Multimodal Setting
  ☆31Updated 6 months ago
• MIT-AI-Accelerator / eie-sevir
  Code for working with the SEVIR weather dataset
  ☆27Updated 2 years ago
• openclimatefix / diffusion_weather
  Testing out Diffusion-based models for weather and PV forecasting
  ☆12Updated last month
• annavaughan / convCNPClimate
  Implementation of convolutional conditional neural processes for statistical downscaling
  ☆29Updated 3 years ago
• tobifinn / ensemble_transformer
  Official PyTorch implementation of "Self-Attentive Ensemble Transformer: Representing Ensemble Interactions in Neural Networks for Earth …
  ☆13Updated 2 years ago
• MIT-AI-Accelerator / sevir_challenges
  AI Challenges based on the SEVIR weather dataset
  ☆38Updated 3 years ago
• fmerizzi / ERA5-to-CERRA-via-Diffusion-Models
  Wind speed downscaling via Diffusion Models, from ERA5 to CERRA in the mediterranean region
  ☆14Updated 5 months ago
• nci / FourCastNeXt
  ☆12Updated 9 months ago
• ljharris23 / public-downscaling-cgan
  Clean, easier to use version of the downscaling cGAN
  ☆23Updated 8 months ago
• spcl / ens10
  Scripts and examples for the ENS-10 Ensemble Prediction System machine learning dataset
  ☆26Updated last year
• ecmwf-lab / ml-training-course
  ☆16Updated 7 months ago
• jleinonen / downscaling-rnn-gan
  Stochastic, Recurrent Super-resolution GAN For Downscaling Time-evolving Fields
  ☆66Updated 3 years ago
• JimengShi / CoDiCast
  ☆17Updated last month
• paulaharder / deep-downscaling-overview
  A collection aiming to bring all the amazing work of Deep Learning for Climate Super-res together.
  ☆87Updated 10 months ago
• fmerizzi / Precipitation-nowcasting-with-generative-diffusion-models
  Code relative to the publication "Precipitation nowcasting with generative diffusion models"
  ☆27Updated 7 months ago
• Gufrannn / W-MAE
  ☆30Updated 7 months ago
• gcouairon / ArchesWeather
  ☆33Updated 4 months ago
• thunderhoser / ml4convection
  Uses machine learning to predict convective initiation and decay from satellite data.
  ☆22Updated last year
• iarai / weather4cast
  Code accompanying our IARAI Weather4cast Challenge
  ☆45Updated 2 years ago
• ZiluM / Deep-learning-for-multi-year-ENSO-Reproduction
  Deep learning for multi-year ENSO forecasts Reproduction
  ☆48Updated 3 months ago
• jihoonko / DeepRaNE
  ☆9Updated 2 years ago
• RolnickLab / constrained-downscaling
  A project on how to incorporate physics constraints into deep learning architectures for downscaling or other super--resolution tasks.
  ☆72Updated last year
• jeonghwan723 / A_CNN
  CNN based ENSO all season forecast model
  ☆17Updated 3 months ago
• lizhuoq / WeatherLearn
  Implementation of the PyTorch version of the Weather Deep Learning Model Zoo.
  ☆52Updated 6 months ago