Paul Seurin

NEORL: NeuroEvolution Optimization with Reinforcement Learning—Applications to carbon-free energy systems

Majdi I. Radaideh, Katelin Du, Paul Seurin et al. · Nuclear Engineering and Design · 2023 · 30 citations

Evolving Neural Network, Reinforcement Learning (Computer Engineering), Deep Reinforcement Learning +6

Assessment of reinforcement learning algorithms for nuclear power plant fuel optimization

Paul Seurin, Koroush Shirvan · Applied Intelligence · 2024 · 21 citations

Artificial Intelligence, Engineering, Energy Optimization +3

Multi-objective reinforcement learning-based approach for pressurized water reactor optimization

Paul Seurin, Koroush Shirvan · Annals of Nuclear Energy · 2024 · 21 citations

Engineering, Intelligent Optimization, Systems Engineering +2

Machine learning-assisted surrogate construction for full-core fuel performance analysis

Yifeng Che, Joseph Yurko, Paul Seurin et al. · Annals of Nuclear Energy · 2021 · 14 citations

Model Optimization, Data-driven Optimization, Engineering +2

Physics-informed Reinforcement Learning optimization of PWR core loading pattern

Paul Seurin, Koroush Shirvan · Annals of Nuclear Energy · 2024 · 10 citations