Koroush Shirvan

According to our database, Koroush Shirvan authored at least 8 papers between 2019 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2024

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.

Paul Seurin, Koroush Shirvan

CoRR, 2024

Assessment of reinforcement learning algorithms for nuclear power plant fuel optimization.

Paul Seurin, Koroush Shirvan

Appl. Intell., 2024

2023

Pareto Envelope Augmented with Reinforcement Learning: Multi-objective reinforcement learning-based approach for Large-Scale Constrained Pressurized Water Reactor optimization.

Paul Seurin, Koroush Shirvan

CoRR, 2023

2021

Rule-based reinforcement learning methodology to inform evolutionary algorithms for constrained optimization of engineering applications.

Majdi I. Radaideh, Koroush Shirvan

Knowl. Based Syst., 2021

NEORL: NeuroEvolution Optimization with Reinforcement Learning.

Majdi I. Radaideh, Katelin Du, Paul Seurin, Devin Seyler, Xubo Gu, Haijia Wang, Koroush Shirvan

CoRR, 2021

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

Yifeng Che, Joseph Yurko, Koroush Shirvan

CoRR, 2021

2020

Improving Intelligence of Evolutionary Algorithms Using Experience Share and Replay.

Majdi I. Radaideh, Koroush Shirvan

CoRR, 2020

2019

Demonstration of the relationship between sensitivity and identifiability for inverse uncertainty quantification.

Xu Wu, Koroush Shirvan, Tomasz Kozlowski

J. Comput. Phys., 2019