weathergraph-rs

Overview Link to heading

Rust-native inference port of the Keisler 2022 graph neural weather forecasting model.

Ambition Link to heading

Rebuild graph-based weather model inference in Rust so advanced forecasting pipelines can run in a native, inspectable, high-performance environment.

What’s novel Link to heading

  • Rust-native inference engine for a graph neural weather forecasting model.
  • Pushes scientific ML workloads into a systems-language implementation.
  • Bridges modern weather-model ideas with a reproducible CLI-friendly runtime.

Highlights Link to heading

  • exported safetensors checkpoint
  • local ERA5-style era5_input.nc
  • one-step parity fixture
  • autoregressive rollout to NetCDF
  • inference-only Rust port

Stats Link to heading

  • Project page: /projects/weathergraph-rs/
  • Primary language: Rust
  • Commits: 28
  • Created: 2026-05-06T03:05:38Z
  • Last updated: 2026-05-07T23:04:27Z