activity
20192026
most citedMachine Learning for Robust Identification of Complex Nonlinear Dynamical Systems: Applications to Earth Systems Modeling

7 citations · 8 across the 5 of their papers we have counts for

collaborators
Showing 2026Show all

2 papers · 1 filter

cs.LG2026

Domain-Adaptive Climate Downscaling Under Temporal Distribution Shift

Shuochen Wang, Nishant Yadav, Auroop R. Ganguly

Deep-learning-based climate downscaling aims to learn relationships from historical low-resolution (LR) and high-resolution (HR) climate data to generate HR climate projections. Ho…

physics.ao-ph2026

climt-paraformer: Stable Emulation of Convective Parameterization using a Temporal Memory-aware Transformer

Shuochen Wang, Nishant Yadav, Joy Merwin Monteiro +1

Accurate representation of moist convective sub-grid-scale processes remains a major challenge in global climate models, as traditional parameterization schemes are both computatio…