Distribution-Free Robust Predict-Then-Optimize in Function Spaces
Patel et al. · arXiv 2026 · Design & trust
What it does
Conformal bounds on neural-operator outputs, used directly in the design optimisation.
Why it matters
Optimisers exploit surrogate errors; this keeps the chosen design robust to them.