Morteza Mardani

Latest

• Adaptive Flow Matching for Resolving Small-Scale Physics
• Climate In A Bottle: Towards a Generative Foundation Model for the Kilometer-Scale Global Atmosphere
• Heavy-Tailed Diffusion Models
• Residual Corrective Diffusion Modeling for Km-Scale Atmospheric Downscaling
• Elucidated Rolling Diffusion Models for Probabilistic Weather Forecasting
• Generative Data Assimilation of Sparse Weather Station Observations at Kilometer Scales
• StormCast: Kilometer-Scale Convection Allowing Model Emulation Using Generative Diffusion Modeling