Elizaveta Semenova

Assistant Professor, Imperial College London

1 paper at NeurIPS 2025

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Poster Session 3

1 paper

Thursday, December 4, 2025 · 11:00 AM → 2:00 PM

Exhibit Hall C,D,E

SMRS: advocating a unified reporting standard for surrogate models in the artificial intelligence era.

#2808 · Elizaveta Semenova, Siobhan Mackenzie Hall, Timothy James Hitge, Alisa Sheinkman, Jon Cockayne

This paper advocates for a unified framework for surrogate model training and evaluation to address methodological fragmentation, improve reproducibility, and enable cross-domain collaboration in scientific research.