Alternatives and similar repositories for DeepPhysiNet

Users that are interested in DeepPhysiNet are comparing it to the libraries listed below

• OpenEarthLab / CasCast
  ☆46Updated 11 months ago
• DeminYu98 / DiffCast
  [CVPR 2024] Official implementation of "DiffCast: A Unified Framework via Residual Diffusion for Precipitation Nowcasting"
  ☆103Updated 3 weeks ago
• gaozhihan / PreDiff
  [NeurIPS 2023] Official implementation of "PreDiff: Precipitation Nowcasting with Latent Diffusion Models"
  ☆134Updated last year
• DongGeun-Yoon / DGDM
  [ECCV 2024] Probabilistic Weather Forecasting with Deterministic Guidance-based Diffusion Model
  ☆33Updated 11 months ago
• technomii / EWMoE
  ☆13Updated last year
• fmerizzi / Precipitation-nowcasting-with-generative-diffusion-models
  Code relative to the publication "Precipitation nowcasting with generative diffusion models"
  ☆33Updated last year
• MeteoSwiss / ldcast
  Latent diffusion for generative precipitation nowcasting
  ☆134Updated 2 years ago
• hoonerg / Awesome-Diffusion-Models-for-Weather-Forecasting
  A collection of research papers on Diffusion Models for Weather Forecasting.
  ☆189Updated 2 months ago
• OpenEarthLab / FengWu-4DVar
  Integrating Large Weather Models with Data Assimilation
  ☆20Updated last year
• jmj2316 / KARINA
  Initial public release of code for KARINA
  ☆12Updated last year
• tpys / FuXi
  A cascade machine learning forecasting system for 15-day global weather forecast
  ☆146Updated last year
• Gufrannn / W-MAE
  ☆29Updated last year
• tyui592 / awesome-precipitation-nowcasting
  A list of Precipitation Nowcasting papers and related resources.
  ☆169Updated 9 months ago
• 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
• martinandrae / Continuous-Ensemble-Forecasting
  [ICLR 2025] Continuous Ensemble Weather Forecasting with Diffusion models
  ☆28Updated 3 months ago
• Cmeo97 / NowcastingGPT
  Repository for Extreme Precipitation Nowcasting using Transformer-based Generative Models paper
  ☆22Updated 9 months ago
• TQRTQ / DGMR
  Skilful precipitation nowcasting using deep generative models of radar
  ☆36Updated 3 years ago
• jihoonko / DeepRaNE
  ☆14Updated 3 years ago
• lizhuoq / WeatherLearn
  Implementation of the PyTorch version of the Weather Deep Learning Model Zoo.
  ☆84Updated 5 months ago
• OpenEarthLab / FengWu
  ☆141Updated 9 months ago
• caglarkucuk / earthformer-satellite-to-radar
  ☆17Updated 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 11 months ago
• leap-stc / ChaosBench
  ☆42Updated 6 months ago
• MIT-AI-Accelerator / eie-sevir
  Code for working with the SEVIR weather dataset
  ☆37Updated 3 years ago
• taohan10200 / WEATHER-5K
  Large-scale Time-series Dataset Towards Next-Generation Global Station Weather Forecasting Benchmark
  ☆75Updated last year
• robbiewatt1 / ClimateDiffuse
  Diffusion for climate downscaling
  ☆69Updated last year
• fmerizzi / ERA5-to-CERRA-via-Diffusion-Models
  Wind speed downscaling via Diffusion Models, from ERA5 to CERRA in the mediterranean region
  ☆27Updated last year
• nci / FourCastNeXt
  ☆18Updated 6 months ago
• MIT-AI-Accelerator / sevir_challenges
  AI Challenges based on the SEVIR weather dataset
  ☆45Updated 3 months ago
• osilab-kaist / KoMet-Benchmark-Dataset
  ☆27Updated 3 years ago