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cs.AI2026
Efficient Neural Surrogates for Linear Radiation Transport on the Lattice and Hohlraum benchmarks
Carmelo Gonzales, Steffen Schotthöfer, Cory D. Hauck
Linear radiation transport equations (RTEs) form the simulation foundations underpinning design and analysis tasks in nuclear engineering, inertial confinement fusion, medical imag…
cs.LG2026
Predictive Uncertainty for Neural CAE Surrogates
Kaustubh Tangsali, Mohammad Amin Nabian, Kelvin Lee +2
Neural surrogates can substantially accelerate computer-aided engineering (CAE) workflows, but their use in design requires uncertainty estimates that remain meaningful across vary…