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Sponsored AI Networking Cookbook: Practical recipes for AI-assisted network automation and development AI Networking Cookbook: Practical recipes for AI-assisted network automation and development

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Wayne Chuang

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Preprint Sep 2026

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

We propose a fully automated, structural error-aware, interpretable climate model parameter estimation method that leverages Perturbed Parameter Ensembles (PPEs). It is based on history matching and aligns with an increasingly-used iterative simulation-emulation-calibration methodology. The method is motivated by the n...

Qingyuan Yang, A. Semie, Brian Medeiros et al. · 0 citations

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