OpenEarthLab / CasCast

Related projects ⓘ

Alternatives and complementary repositories for CasCast

• DeminYu98 / DiffCast
  [CVPR 2024] Official implementation of "DiffCast: A Unified Framework via Residual Diffusion for Precipitation Nowcasting"
  ☆55Updated 2 months ago
• gaozhihan / PreDiff
  [NeurIPS 2023] Official implementation of "PreDiff: Precipitation Nowcasting with Latent Diffusion Models"
  ☆100Updated last month
• flyakon / DeepPhysiNet
  Implement code of paper "DeepPhysiNet: Bridging Deep Learning and Atmospheric Physics for Accurate and Continuous Weather Modeling"
  ☆33Updated 6 months ago
• MeteoSwiss / ldcast
  Latent diffusion for generative precipitation nowcasting
  ☆110Updated last year
• fmerizzi / Precipitation-nowcasting-with-generative-diffusion-models
  Code relative to the publication "Precipitation nowcasting with generative diffusion models"
  ☆26Updated 7 months ago
• DongGeun-Yoon / DGDM
  [ECCV 2024] Probabilistic Weather Forecasting with Deterministic Guidance-based Diffusion Model
  ☆27Updated this week
• hoonerg / Awesome-Diffusion-Models-for-Weather-Forecasting
  A collection of research papers on Diffusion Models for Weather Forecasting.
  ☆57Updated 2 weeks ago
• LingFH / Diffusion_4_downscaling
  Diffusion Probabilistic Downscaling Model
  ☆16Updated 4 months ago
• easylearningscores / PastNet
  MM'2024
  ☆6Updated 3 months ago
• jmj2316 / KARINA
  Initial public release of code for KARINA
  ☆10Updated last month
• tyui592 / awesome-precipitation-nowcasting
  A list of Precipitation Nowcasting papers and related resources.
  ☆127Updated last month
• tpys / FuXi
  A cascade machine learning forecasting system for 15-day global weather forecast
  ☆93Updated 10 months ago
• OpenEarthLab / AI-for-Earth-Paper-List
  ☆15Updated 5 months ago
• OpenEarthLab / FengWu
  ☆100Updated 3 months ago
• Aalto-QuML / ClimODE
  ClimODE: Climate and Weather Forecasting With Physics-informed Neural ODEs
  ☆71Updated 3 months ago
• jaychempan / Awesome-LWMs
  🌍 A Collection of Awesome Large Weather Models (LWMs) | AI for Earth (AI4Earth) | AI for Science (AI4Science)
  ☆161Updated this week
• shengchaochen82 / Awesome-Foundation-Models-for-Weather-and-Climate
  A comprehesive survey about foundation models for weather and cliamte data understanding.
  ☆169Updated last month
• MIT-AI-Accelerator / sevir_challenges
  AI Challenges based on the SEVIR weather dataset
  ☆38Updated 3 years ago
• osilab-kaist / KoMet-Benchmark-Dataset
  ☆25Updated 2 years ago
• yyyujintang / PostRainBench
  Official PyTorch Code for ICLR24 Workshop Paper: PostRainBench
  ☆20Updated 5 months ago
• OpenEarthLab / FengWu-4DVar
  Integrating Large Weather Models with Data Assimilation
  ☆9Updated 5 months ago
• XiongWeiTHU / Awesome-AI-for-Atmosphere-and-Ocean
  Awesome paper about AI for atmosphere science and oceanography
  ☆23Updated last year
• taohan10200 / CRA5
  A large compression model for weather and climate data, which compresses a 400+ TB ERA5 dataset into a new 0.8 TB CRA5 dataset.
  ☆23Updated 3 weeks ago
• gaozhihan / earth-forecasting-transformer
  ☆10Updated 3 months ago
• Gufrannn / W-MAE
  ☆30Updated 6 months ago
• robbiewatt1 / ClimateDiffuse
  Diffusion for climate downscaling
  ☆36Updated 4 months ago
• Zjut-MultimediaPlus / MGTCF
  The code of "MGTCF: Multi-Generator Tropical Cyclone Forecasting with Heterogeneous Meteorological Data" accepted by AAAI2023.
  ☆12Updated last year
• seominseok0429 / Implicit-Stacked-Autoregressive-Model-for-Video-Prediction
  Implicit Stacked Autoregressive Model for Video Prediction (official implementation)
  ☆84Updated last year
• ECMWFCode4Earth / diffusion-models-for-weather-prediction
  ☆23Updated 7 months ago
• wendig / GD-CAF
  GD-CAF: Graph Dual-stream Convolutional Attention Fusion for Precipitation Nowcasting
  ☆11Updated 9 months ago