collaborators

7 papers

physics.comp-ph2026

Observations Regarding the Construction of Multipoint Kinetics Models from Observational Data

K. G. Howey, Giorgio Valocchi, Dean Price

The multipoint kinetics (MPK) equations extend point kinetics models by tracking neutron populations in lumped reactor regions, offering improved spatial resolution at modest compu…

cs.LG2026

Inverse Critical Experiment Design via Gradient Optimization and a Multigroup Attention-Based Neural Network Architecture

Will Savage, Logan Burnett, Dean Price

The validation of advanced nuclear reactor designs and fuel concepts requires critical experiments with high neutronic similarity to the target technology. Neutronic similarity is…

physics.comp-ph2026

The Method of Simultaneous Solutions Applied to Neutron Transport and Heat Conduction

Dean Price, Brian Kiedrowski, Benoit Forget

This paper provides an initial description of the Method of Simultaneous Solutions, a Monte Carlo approach that simultaneously solves multiple Boltzmann-transport-like phenomena. H…

cs.LG2026

CTF4Nuclear: Common Task Framework for Nuclear Fission and Fusion Models

Stefano Riva, Carolina Introini, Antonio Cammi +13

The demand for clean energy is ever increasing, with new nuclear technologies presenting a complementary solution to renewable energies. However, designing and operating these syst…

cs.NE2026

MAEO: Multiobjective Animorphic Ensemble Optimization for Scalable Large-scale Engineering Applications

Omer F. Erdem, Dean Price, Paul Seurin +1

Multiobjective optimization remains challenging for many scientific and engineering problems due to the need to balance convergence, diversity, and computational efficiency across…

cs.LG2026

Techno-economic optimization of a heat-pipe microreactor, part II: multi-objective optimization analysis

Paul Seurin, Dean Price

Heat-pipe microreactors (HPMRs) are compact and transportable nuclear power systems exhibiting inherent safety, well-suited for deployment in remote regions where access is limited…