| Neorl: Neuroevolution optimization with reinforcement learning MI Radaideh, K Du, P Seurin, D Seyler, X Gu, H Wang, K Shirvan arXiv preprint arXiv:2112.07057, 2021 | 12 | 2021 |
| NEORL: NeuroEvolution Optimization with Reinforcement Learning—Applications to carbon-free energy systems MI Radaideh, K Du, P Seurin, D Seyler, X Gu, H Wang, K Shirvan Nuclear Engineering and Design 412, 112423, 2023 | 7 | 2023 |
| Machine learning-assisted surrogate construction for full-core fuel performance analysis Y Che, J Yurko, P Seurin, K Shirvan Annals of Nuclear Energy 168, 108905, 2022 | 5 | 2022 |
| Assessment of reinforcement learning algorithms for nuclear power plant fuel optimization P Seurin, K Shirvan Applied Intelligence, 1-36, 2024 | 4 | 2024 |
| PWR Loading Pattern Optimization with Reinforcement Learning P Seurin, K Shirvan International Conference on Physics of Reactors 2022 (PHYSOR 2022), 1166-1175, 2022 | 4 | 2022 |
| H2-golden-retriever: Methodology and tool for an evidence-based hydrogen research grantsmanship P Seurin, O Olabanjo, J Wiggins, L Pratt, L Rana, R Yasaei, G Renard arXiv preprint arXiv:2211.08614, 2022 | 2 | 2022 |
| Surpassing legacy approaches and human intelligence with hybrid single-and multi-objective Reinforcement Learning-based optimization and interpretable AI to enable the economic … P Seurin, K Shirvan arXiv preprint arXiv:2402.11040, 2024 | 1 | 2024 |
| Pareto Envelope Augmented with Reinforcement Learning: Multi-objective reinforcement learning-based approach for Large-Scale Constrained Pressurized Water Reactor optimization P Seurin, K Seurin arXiv preprint arXiv:2312.10194, 2023 | 1 | 2023 |
| Multi-objective reinforcement learning-based approach for pressurized water reactor optimization P Seurin, K Shirvan Annals of Nuclear Energy 205, 110582, 2024 | | 2024 |
| Physics-Informed Reinforcement Learning Optimization of PWR Core Loading Pattern P Seurin, K Shirvan SSRN, 2024 | | 2024 |
Koroush ShirvanProfessor of Nuclear Engineering, MITVerified email at mit.edu
