arxivcs.LG2026-06-26
NIVA: A Multimodal Foundation Model for Actionable Earth System Intelligence
Anisha Pal, Aodhan Sweeney, Kyle Heyblom, Kalai Ramea
Recent advances in AI-driven weather and climate modeling have improved forecast skill while reducing computational cost. However, existing data-driven approaches are limited in their ability to model coupled Earth system dynamics, which is required for extending predictability b…