most citedClimSim-Online: A Large Multi-scale Dataset and Framework for Hybrid ML-physics Climate Emulation

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physics.ao-ph2026

A Self-Diagnosing Structural Error-Aware Parameter Estimation Method for Earth System Models

Qingyuan Yang, Addisu G Semie, Brian Medeiros +3

We propose a fully automated, structural error-aware, interpretable climate model parameter estimation method that leverages Perturbed Parameter Ensembles (PPEs). It is based on hi…