Weather and Climate Model Emulation

Term: 2024 -

Funding source: NSF Base and AI2ES

Partners: AI2ES

Website: CREDIT Docs

The MILES team has developed the CREDIT framework to train a host of weather and climate emulators.

Papers

• Schreck, J., Sha, Y., Chapman, W., Kimpara, D., Berner, J., McGinnis, S., Kazadi, A., Sobhani, N., Kirk, B., Gagne, D.J., 2024: Community Research Earth Digital Intelligence Twin (CREDIT). arXiv [cs.AI].
• Sha, Y., J. Schreck, W. Chapman, and DJ Gagne, 2025: Improving AI weather prediction models using global mass and energy conservation schemes, Under Review in JAMES