works on
laser thermal processing 1model predictive control 1operator learning 1out-of-distribution analysis 1surrogate modeling 1

From the 1 of 1 linked paper with an AI index.

collaborators

1 paper

math.OC2026

Model predictive control for laser thermal processing: operator learning, closed-loop validation, and out-of-distribution analysis

Smajil Halilovic, Yuchen Zhang, Daniel M. Tartakovsky

The paper presents a fast, differentiable surrogate model based on a deep operator network to enable model predictive control of laser thermal processing, and evaluates its reliabi…