Alisa Sheinkman

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

Surrogate models are widely used to approximate complex systems across science and engineering to reduce computational costs. Despite their widespread adoption, the field lacks standardisation across key stages of the modelling pipeline, including data sampling, model selection, evaluation, and down…