Neural-based time series forecasting of loss of coolant accidents in nuclear power plants MI Radaideh, C Pigg, T Kozlowski, Y Deng, A Qu Expert Systems with Applications 160, 113699, 2020 | 88 | 2020 |
Physics-informed reinforcement learning optimization of nuclear assembly design MI Radaideh, I Wolverton, J Joseph, JJ Tusar, U Otgonbaatar, N Roy, ... Nuclear Engineering and Design 372, 110966, 2021 | 68 | 2021 |
Surrogate modeling of advanced computer simulations using deep Gaussian processes MI Radaideh, T Kozlowski Reliability Engineering & System Safety 195, 106731, 2020 | 60 | 2020 |
Rule-based reinforcement learning methodology to inform evolutionary algorithms for constrained optimization of engineering applications MI Radaideh, K Shirvan Knowledge-Based Systems 217, 106836, 2021 | 50 | 2021 |
Time series anomaly detection in power electronics signals with recurrent and ConvLSTM autoencoders MI Radaideh, C Pappas, J Walden, D Lu, L Vidyaratne, T Britton, K Rajput, ... Digital Signal Processing 130, 103704, 2022 | 42 | 2022 |
Integrated framework for model assessment and advanced uncertainty quantification of nuclear computer codes under Bayesian statistics MI Radaideh, K Borowiec, T Kozlowski Reliability Engineering & System Safety 189, 357-377, 2019 | 34 | 2019 |
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 | 31* | 2023 |
Application of deep neural networks for high-dimensional large BWR core neutronics RA Saleem, MI Radaideh, T Kozlowski Nuclear Engineering and Technology 52 (12), 2709-2716, 2020 | 30 | 2020 |
Analyzing nuclear reactor simulation data and uncertainty with the group method of data handling MI Radaideh, T Kozlowski Nuclear Engineering and Technology 52 (2), 287-295, 2020 | 30 | 2020 |
Combining simulations and data with deep learning and uncertainty quantification for advanced energy modeling MI Radaideh, T Kozlowski International Journal of Energy Research 43 (14), 7866-7890, 2019 | 28 | 2019 |
Shapley effect application for variance-based sensitivity analysis of the few-group cross-sections MI Radaideh, S Surani, D O’Grady, T Kozlowski Annals of Nuclear Energy 129, 264-279, 2019 | 26 | 2019 |
Large-scale design optimisation of boiling water reactor bundles with neuroevolution MI Radaideh, B Forget, K Shirvan Annals of Nuclear Energy 160, 108355, 2021 | 25 | 2021 |
A new framework for sampling-based uncertainty quantification of the six-group reactor kinetic parameters MI Radaideh, WA Wieselquist, T Kozlowski Annals of Nuclear Energy 127, 1-11, 2019 | 25 | 2019 |
Advanced BWR criticality safety part I: Model development, model benchmarking, and depletion with uncertainty analysis MI Radaideh, D Price, D O'Grady, T Kozlowski Progress in Nuclear Energy 113, 230-246, 2019 | 25 | 2019 |
Minimally invasive, stereotactic, wireless, percutaneous pedicle screw placement in the lumbar spine: accuracy rates with 182 consecutive screws SS Sadrameli, R Jafrani, BN Staub, M Radaideh, PJ Holman International Journal of Spine Surgery 12 (6), 650-658, 2018 | 25 | 2018 |
Determination and validation of photon energy absorption buildup factor in human tissues using Monte Carlo simulation I Jarrah, MI Radaideh, T Kozlowski Radiation Physics and Chemistry 160, 15-25, 2019 | 23 | 2019 |
Real electronic signal data from particle accelerator power systems for machine learning anomaly detection MI Radaideh, C Pappas, S Cousineau Data in Brief 43, 108473, 2022 | 22 | 2022 |
Multiobjective optimization of nuclear microreactor reactivity control system operation with swarm and evolutionary algorithms D Price, MI Radaideh, B Kochunas Nuclear Engineering and Design 393, 111776, 2022 | 22 | 2022 |
Efficient analysis of parametric sensitivity and uncertainty of fuel cell models with application to SOFC MI Radaideh, MI Radaideh International Journal of Energy Research 44 (4), 2517-2534, 2020 | 22 | 2020 |
Design optimization under uncertainty of hybrid fuel cell energy systems for power generation and cooling purposes MI Radaideh, MI Radaideh, T Kozlowski International Journal of Hydrogen Energy 45 (3), 2224-2243, 2020 | 20 | 2020 |