most citedA non-intrusive machine learning framework for debiasing long-time coarse resolution climate simulations and quantifying rare events statistics

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cs.LG2025

Retrofitting Earth System Models with Cadence-Limited Neural Operator Updates

Aniruddha Bora, Shixuan Zhang, Khemraj Shukla +3

Coarse resolution, imperfect parameterizations, and uncertain initial states and forcings limit Earth-system model (ESM) predictions. Traditional bias correction via data assimilat…