Revalidation Beats Stateful Routing for Scientific Surrogates Under Distribution Shift.

arXiv:2609.29715v1 Announce Type: cross Abstract: Surrogate models are often chosen during development and then left in place as new measurements arrive. That practice becomes risky when noise, input support, or physical parameters change. We asked whether suc