MindSpore

Installation Deployment

  • MindSpore Earth Installation

Dem-Super-resolution

  • DEM-SRNet: Super-resolution Reconstruction of A 3 Arc-second Global DEM Dataset

Medium-range

  • FourCastNet: Medium-range Global Weather Forecasting Based on FNO
  • GraphCast: Medium-range Global Weather Forecasting Based on GNN
  • ViT-KNO: Medium-range Global Weather Forecasting Based on Koopman
  • FuXi: Medium-range Global Weather Forecasting Based on Cascade Architecture
  • Medium-range precipitation forecasting based on GraphCast

NowCasting

  • DGMR: Nowcasting Precipitation with Deep Generative Model
  • NowcastNet: Physics-based generative model for extreme precipitation nowcasting
  • PreDiff: Precipitation Nowcasting Based on Latent Diffusion Models

API Reference

  • mindearth.cell
  • mindearth.core
  • mindearth.data
  • mindearth.module
  • mindearth.utils

RELEASE NOTES

  • Release Notes
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