Probabilistic Latent Diffusion for Downscaling Fire Emissions in NASA GISS Earth System Model

Authors: Miller, Hudson; Erfani, Mohammad; Duan, Sophie; Mezuman, Keren

Conference: NeurIPS 2026 Workshop on Tackling Climate Change with Machine Learning

Subseasonal Monsoon Dynamics over South Asia Revealed by the Prithvi WxC Foundation Model

Authors: Li, Haoxi; Erfani, Mohammad; Ehsan, Muhammad Azhar; Kannan, Vaishnavi; Esmaili, Emile

Conference: NeurIPS 2026 Workshop on Tackling Climate Change with Machine Learning

Interactive Atmospheric Composition Emulation for Next-Generation Earth System Models

Authors: Erfani, Mohammad; Lamb, Kara; Bauer, Susanne; Tsigaridis, Kostas; van Lier-Walqui, Marcus; Schmidt, Gavin

Conference: NeurIPS 2025 Workshop on Tackling Climate Change with Machine Learning

Enhancing Fluvial Flood Inundation Mapping Through Stochastic Rating Curve Representation

Authors: Soheili, Niloufar; Balachandran, Shivakumar; Erfani, Mahdi; Erfani, Mohammad

Conference: AGU Fall Meeting 2025

Spatio-Temporal Machine Learning Models for Emulation of Global Atmospheric Composition

Authors: Erfani, Mohammad; Lamb, Kara; Bauer, Susanne; Tsigaridis, Kostas; van Lier-Walqui, Marcus; Schmidt, Gavin

Conference: NeurIPS 2024 Workshop on Tackling Climate Change with Machine Learning

Estimating Daily Surface Soil Moisture Using Temporal Graph Neural Networks and SMAP Data on a Global Grid Scale

Authors: Erfani, Mohammad

Conference: AGU Fall Meeting 2024