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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
Laser-based thermal processing, such as laser powder bed fusion, requires tight regulation of the peak surface temperature: heat accumulates where the moving source re-enters previ…
math.OC2026
Optimization of Closed-Loop Shallow Geothermal Systems Using Analytical Models
Oliver Heinzel, Smajil Halilovic, Thomas Hamacher +1
Closed-loop shallow geothermal systems are one of the key technologies for decarbonizing the residential heating and cooling sector. The primary type of these systems involves vert…