Surrogate models are everywhere. Reporting standards are not ⚠️
Our position paper on SMRS was accepted to the #NeurIPS 2025 Position Paper Track (8% acceptance rate).
We argue that sharing code is not enough for comparability in scientific ML.
#AIforScience #Reproducibility #surrogates