Koroush Shirvan

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 9

Top Topics

Evolutionary Algorithm

Reinforcement Learning

Human Intelligence

Constrained Optimization

Top Venues

J. Comput. Phys.

Knowl. Based Syst.

Publications

Paul Seurin, Koroush Shirvan
Surpassing legacy approaches and human intelligence with hybrid single- and multi-objective Reinforcement Learning-based optimization and interpretable AI to enable the economic operation of the US nuclear fleet. CoRR (2024)
Paul Seurin, Koroush Shirvan
Assessment of reinforcement learning algorithms for nuclear power plant fuel optimization. Appl. Intell. 54 (2) (2024)
Paul Seurin, Koroush Shirvan
Assessment of Reinforcement Learning Algorithms for Nuclear Power Plant Fuel Optimization. CoRR (2023)
Paul Seurin, Koroush Shirvan
Pareto Envelope Augmented with Reinforcement Learning: Multi-objective reinforcement learning-based approach for Large-Scale Constrained Pressurized Water Reactor optimization. CoRR (2023)
Majdi I. Radaideh, Katelin Du, Paul Seurin, Devin Seyler, Xubo Gu, Haijia Wang, Koroush Shirvan
NEORL: NeuroEvolution Optimization with Reinforcement Learning. CoRR (2021)
Majdi I. Radaideh, Koroush Shirvan
Rule-based reinforcement learning methodology to inform evolutionary algorithms for constrained optimization of engineering applications. Knowl. Based Syst. 217 (2021)
Yifeng Che, Joseph Yurko, Koroush Shirvan
Machine learning-assisted surrogate construction for full-core fuel performance analysis. CoRR (2021)
Majdi I. Radaideh, Koroush Shirvan
Improving Intelligence of Evolutionary Algorithms Using Experience Share and Replay. CoRR (2020)
Xu Wu, Koroush Shirvan, Tomasz Kozlowski
Demonstration of the relationship between sensitivity and identifiability for inverse uncertainty quantification. J. Comput. Phys. 396 (2019)