Alternatives and similar repositories for KARINA:

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

• OpenEarthLab / CasCast
  ☆38Updated 6 months ago
• DeminYu98 / DiffCast
  [CVPR 2024] Official implementation of "DiffCast: A Unified Framework via Residual Diffusion for Precipitation Nowcasting"
  ☆80Updated 4 months ago
• OpenEarthLab / AI-for-Earth-Paper-List
  ☆22Updated 11 months ago
• gaozhihan / PreDiff
  [NeurIPS 2023] Official implementation of "PreDiff: Precipitation Nowcasting with Latent Diffusion Models"
  ☆120Updated 7 months ago
• flyakon / DeepPhysiNet
  Implement code of paper "DeepPhysiNet: Bridging Deep Learning and Atmospheric Physics for Accurate and Continuous Weather Modeling"
  ☆37Updated last year
• Gufrannn / W-MAE
  ☆31Updated last year
• fmerizzi / Precipitation-nowcasting-with-generative-diffusion-models
  Code relative to the publication "Precipitation nowcasting with generative diffusion models"
  ☆31Updated last year
• Aalto-QuML / ClimODE
  ClimODE: Climate and Weather Forecasting With Physics-informed Neural ODEs
  ☆92Updated last month
• lizhuoq / WeatherLearn
  Implementation of the PyTorch version of the Weather Deep Learning Model Zoo.
  ☆69Updated 2 weeks ago
• JimengShi / CoDiCast
  [IJCAI'25] Code for the paper "CoDiCast: Conditional Diffusion Model for Global Weather Prediction with Uncertainty Quantification".
  Updated 6 months ago
• LingFH / Diffusion_4_downscaling
  Diffusion Probabilistic Downscaling Model
  ☆23Updated 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…
  ☆19Updated last year
• DongGeun-Yoon / DGDM
  [ECCV 2024] Probabilistic Weather Forecasting with Deterministic Guidance-based Diffusion Model
  ☆34Updated 6 months ago
• zhaoshan2 / pangu-pytorch
  Weather forecast at 24-hour horizon
  ☆21Updated 6 months ago
• tpys / FuXi
  A cascade machine learning forecasting system for 15-day global weather forecast
  ☆120Updated last year
• rudolfmard / Pangu-Weather-mini
  ☆21Updated 11 months ago
• technomii / EWMoE
  ☆11Updated 11 months ago
• tpys / ai-models-fuxi
  ☆49Updated 11 months ago
• davitpapikyan / Probabilistic-Downscaling-of-Climate-Variables
  Probabilistic Downscaling of Climate Variables Using Denoising Diffusion Probabilistic Models
  ☆25Updated 3 years ago
• XiongWeiTHU / Awesome-AI-for-Atmosphere-and-Ocean
  Awesome paper about AI for atmosphere science and oceanography
  ☆31Updated last year
• robbiewatt1 / ClimateDiffuse
  Diffusion for climate downscaling
  ☆57Updated 10 months ago
• nci / FourCastNeXt
  ☆16Updated last month
• henryaddison / mlde
  Adaptation of PyTorch implementation for Score-Based Generative Modeling through Stochastic Differential Equations for emulating high res…
  ☆16Updated 2 weeks ago
• osilab-kaist / KoMet-Benchmark-Dataset
  ☆26Updated 2 years ago
• leap-stc / ChaosBench
  ☆37Updated last month
• MeteoSwiss / ldcast
  Latent diffusion for generative precipitation nowcasting
  ☆124Updated last year
• MIT-AI-Accelerator / sevir_challenges
  AI Challenges based on the SEVIR weather dataset
  ☆42Updated 4 years ago
• wendig / GD-CAF
  GD-CAF: Graph Dual-stream Convolutional Attention Fusion for Precipitation Nowcasting
  ☆16Updated 4 months ago
• OpenEarthLab / FengWu-4DVar
  Integrating Large Weather Models with Data Assimilation
  ☆15Updated 11 months ago
• hoonerg / Awesome-Diffusion-Models-for-Weather-Forecasting
  A collection of research papers on Diffusion Models for Weather Forecasting.
  ☆122Updated last week