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J. Bello-Rivas

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#machine learning Preprint Sep 2026

Mechanism-Aware Ensemble Conditioning for Data-Limited Emulation of Extreme Events

A mechanism-aware conditioning plug-in framework that turns a nudged coarse ensemble into a non-intrusive sensor of local instability geometry, showing that local instability geometry is not merely interpretable post hoc, but an actionable conditioning signal for data-efficient rare-event emulation.

Isabella Thiel, J. Bello-Rivas, Y. Kevrekidis et al. · 0 citations

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