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E. Morin

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Open access Sep 2026

Downscaling of Temperatures Over the Eastern Mediterranean for the 21st Century

The Eastern Mediterranean is a climate‐change hotspot, yet global climate models (GCMs) cannot resolve the sharp coastal, mountain, valley, and desert gradients that shape local temperature variability in Israel. We develop an analogue‐based statistical downscaling method, using a K‐nearest‐neighbour framework, to...

Anton Gelman, L. Shendrik, E. Morin et al. · 0 citations
Conference Jul 2026

Context-Aware Concept Distillation for Trustworthy Flood Prediction

Context-Aware Concept Distillation (CACD) is proposed, a framework developed in collaboration with domain experts to distill opaque LSTMs into interpretable, hydrology-aware surrogate models and a Residual Hypernetwork that dynamically modulates these concepts based on static basin characteristics.

Eli Levinkopf, E. Morin, Claudia V. Goldman · 0 citations

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