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Majdi I. Radaideh

Government of the United States of America - Oak Ridge National Laboratory

1 Bethel Valley Road, P.O. Box 2008, Mail Stop 608

Room B-106, Building 5700

Oak Ridge, TN 37831

United States

SCHOLARLY PAPERS

15

DOWNLOADS

1,098

TOTAL CITATIONS

24

Scholarly Papers (15)

1.

Fairness and Social Bias Quantification in Large Language Models for Sentiment Analysis

Number of pages: 34 Posted: 06 Sep 2024
Mohammed I. Radaideh, O. Hwang Kwon and Majdi I. Radaideh
University of Michigan at Ann Arbor, University of Michigan at Ann Arbor and Government of the United States of America - Oak Ridge National Laboratory
Downloads 158 (477,517)
Citation 1

Abstract:

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Sentiment analysis, large language models, Bias, Fairness, Fine-tuning

2.

Time Series Anomaly Detection in Power Electronics Signals with Recurrent and Convlstm Autoencoders

Number of pages: 24 Posted: 29 Mar 2022
Government of the United States of America - Oak Ridge National Laboratory, Government of the United States of America - Oak Ridge National Laboratory, Government of the United States of America - Oak Ridge National Laboratory, Government of the United States of America - Oak Ridge National Laboratory, Thomas Jefferson National Accelerator Facility, Newport News, affiliation not provided to SSRN, Thomas Jefferson National Accelerator Facility, Newport News, Thomas Jefferson National Accelerator Facility, Newport News and Government of the United States of America - Oak Ridge National Laboratory
Downloads 122 (588,531)
Citation 7

Abstract:

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anomaly detection, Autoencoders, ConvLSTM, High Voltage Converter Modulator, Spallation Neutron Source

3.

A Comparative Analysis of Text-to-Image Generative Ai Models in Scientific Contexts: A Case Study on Nuclear Power

Number of pages: 26 Posted: 13 Feb 2024
University of Michigan at Ann Arbor, University of Michigan at Ann Arbor, University of Michigan at Ann Arbor, University of Michigan at Ann Arbor, University of Michigan at Ann Arbor, University of Michigan at Ann Arbor - Department of Nuclear Engineering and Radiological Sciences, University of Michigan at Ann Arbor and Government of the United States of America - Oak Ridge National Laboratory
Downloads 94 (720,278)

Abstract:

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Generative AI, Energy policy, Text-to-Image Generation, Nuclear Power

4.

Neorl: Neuroevolution Optimization with Reinforcement Learning - Applications to Carbon-Free Energy Systems

Number of pages: 30 Posted: 17 Dec 2022
Government of the United States of America - Oak Ridge National Laboratory, affiliation not provided to SSRN, Government of the United States of America - Idaho National Laboratory, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN and Massachusetts Institute of Technology (MIT)
Downloads 92 (730,864)

Abstract:

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Optimization, Deep Reinforcement Learning, Evolutionary Computation, Neuroevolution, Nuclear Reactor Design, Carbon-free energy

5.

Sentiment Analysis of the United States Public Support of Nuclear Power on Social Media Using Large Language Models

Number of pages: 31 Posted: 18 Mar 2024
University of Michigan at Ann Arbor, University of Michigan at Ann Arbor, University of Michigan at Ann Arbor, University of Michigan at Ann Arbor, University of Michigan at Ann Arbor, University of Michigan at Ann Arbor and Government of the United States of America - Oak Ridge National Laboratory
Downloads 83 (796,622)
Citation 5

Abstract:

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sentiment analysis, Natural Language Processing, Nuclear Power, Public Policy, Social Media, Large Language Models

A Bayesian Ensemble Approach for Improved Sustainable Aviation Fuel Modeling

Number of pages: 30 Posted: 10 Apr 2025
Mohammed I. Radaideh, Majdi I. Radaideh and Angela Violi
University of Michigan at Ann Arbor, Government of the United States of America - Oak Ridge National Laboratory and affiliation not provided to SSRN
Downloads 50 (1,107,422)

Abstract:

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Sustainable Aviation Fuels, Bayesian Regression, Bayesian Neural Networks, Uncertainty Quantification, Ensemble Mixing Rules

A Bayesian Ensemble Approach for Improved Sustainable Aviation Fuel Modeling

Number of pages: 30 Posted: 17 Apr 2025
Mohammed I. Radaideh, Majdi I. Radaideh and Angela Violi
University of Michigan at Ann Arbor, Government of the United States of America - Oak Ridge National Laboratory and affiliation not provided to SSRN
Downloads 32 (1,356,108)

Abstract:

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Sustainable Aviation Fuels, Bayesian Regression, Bayesian Neural Networks, Uncertainty Quantification, Ensemble Mixing Rules

7.

Pymaise: A Python Platform for Automatic Machine Learning Development and Benchmarking for Nuclear Engineering Applications

Number of pages: 28 Posted: 13 Aug 2024
affiliation not provided to SSRN, affiliation not provided to SSRN, University of Michigan at Ann Arbor, University of Michigan at Ann Arbor and Government of the United States of America - Oak Ridge National Laboratory
Downloads 82 (816,709)

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Automated Machine Learning, Deep Neural Networks, Nuclear Reactor Design, Critical Heat Flux, Anomaly

Surrogate-driven Design Optimization with Uncertainty Constraints in Monte Carlo Simulations

Number of pages: 35 Posted: 02 Sep 2025
University of Michigan, Los Alamos National Laboratory, Los Alamos National Laboratory, Los Alamos National Laboratory and Government of the United States of America - Oak Ridge National Laboratory
Downloads 39 (1,238,337)

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Surrogate Modeling, Multi-objective Optimization, Uncertainty Analysis, Monte Carlo Transport Simulations, Radiation Transport, Neutron Physics

Nuclear Microreactor Control with Deep Reinforcement Learning

Number of pages: 28 Posted: 01 Apr 2025
Leo Tunkle, Kamal K. Abdulraheem, Linyu Lin and Majdi I. Radaideh
affiliation not provided to SSRN, University of Michigan at Ann Arbor, Government of the United States of America - Idaho National Laboratory and Government of the United States of America - Oak Ridge National Laboratory
Downloads 30 (1,430,393)
Citation 1

Abstract:

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deep reinforcement learning, Reactivity Control, Nuclear Microreactors, Proximal Policy Optimization, Multi-agent reinforcement learning

Nuclear Microreactor Control with Deep Reinforcement Learning

Number of pages: 28 Posted: 03 Apr 2025
Leo Tunkle, Kamal K. Abdulraheem, Linyu Lin and Majdi I. Radaideh
affiliation not provided to SSRN, University of Michigan at Ann Arbor, Government of the United States of America - Idaho National Laboratory and Government of the United States of America - Oak Ridge National Laboratory
Downloads 25 (1,445,011)

Abstract:

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Deep Reinforcement Learning, Reactivity Contro, Nuclear Microreactors, Proximal Policy Optimization, Multi-Agent Reinforcement Learning

Nuclear Microreactor Control with Deep Reinforcement Learning

Number of pages: 28 Posted: 12 Apr 2025
Leo Tunkle, Kamal K. Abdulraheem, Linyu Lin and Majdi I. Radaideh
affiliation not provided to SSRN, University of Michigan at Ann Arbor, Government of the United States of America - Idaho National Laboratory and Government of the United States of America - Oak Ridge National Laboratory
Downloads 21 (1,500,232)

Abstract:

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Deep Reinforcement Learning, Reactivity Control, Nuclear Microreactors, Proximal Policy, Optimization, Multi-Agent Reinforcement Learning

10.

MAEO: Multiobjective Animorphic Ensemble Optimization

Number of pages: 34 Posted: 05 Dec 2025
Omer Erdem, Dean Price, Paul Seurin and Majdi I. Radaideh
University of Michigan, Government of the United States of America - Idaho National Laboratory, Government of the United States of America - Idaho National Laboratory and Government of the United States of America - Oak Ridge National Laboratory
Downloads 68 (891,180)

Abstract:

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Multiobjective Optimization, Evolutionary Algorithms, Ensemble Algorithms, Small Modular Reactors, constrained optimization

11.

Active Learning for Physics-Informed Digital Twins of Integrated Thermal Energy Distribution Systems

Number of pages: 21 Posted: 19 Nov 2025
Umme Mahbuba Nabila, Paul Seurin, Linyu Lin and Majdi I. Radaideh
affiliation not provided to SSRN, Government of the United States of America - Idaho National Laboratory, Government of the United States of America - Idaho National Laboratory and Government of the United States of America - Oak Ridge National Laboratory
Downloads 65 (933,592)

Abstract:

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Digital Twin, Integrated energy systems, Sparse Identification of Nonlinear Dynamics with Control, Active Learning, Surrogate Modeling

12.

A Load Following Control System for Nuclear Microreactors

Number of pages: 28 Posted: 18 Nov 2024
University of Michigan at Ann Arbor, University of Michigan at Ann Arbor, University of Michigan at Ann Arbor, University of Michigan at Ann Arbor and Government of the United States of America - Oak Ridge National Laboratory
Downloads 56 (1,020,567)
Citation 2

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Sliding Mode Control, Nonlinear Model Predictive Control, Load Following, Point Kinetics Model, Microreactors

13.

Bayesian Inverse Uncertainty Quantification of the Physical Model Parameters for the Spallation Neutron Source First Target Station

Number of pages: 21 Posted: 17 Feb 2022
Majdi I. Radaideh, Lianshan Lin, Hao Jiang and Sarah Cousineau
Government of the United States of America - Oak Ridge National Laboratory, Government of the United States of America - Oak Ridge National Laboratory, Government of the United States of America - Oak Ridge National Laboratory and Government of the United States of America - Oak Ridge National Laboratory
Downloads 36 (1,249,711)

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Bayesian Statistics, Inverse Problems, Markov Chain Monte Carlo, Polynomial Chaos Expansions, Spallation Neutron Source, Mercury Target

14.

Multi-Objective Combinatorial Methodology for Nuclear Reactor Site Assessment: A Case Study for the United States

Number of pages: 29 Posted: 14 Jan 2025
Omer Erdem, Gabrielle Hoelzle, Kavin Daley and Majdi I. Radaideh
University of Michigan, University of Michigan, University of Michigan and Government of the United States of America - Oak Ridge National Laboratory
Downloads 23 (1,424,331)

Abstract:

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Nuclear Power Plants, Brownfield Sites, Site Selection, Multi-Objective Optimization, Coal to Nuclear Transition

15.

On the Impact of Language Nuances on Sentiment Analysis with Large Language Models: Paraphrasing, Sarcasm, and Emojis

Number of pages: 21 Posted: 14 Apr 2025
University of Michigan at Ann Arbor, University of Michigan at Ann Arbor, University of Michigan at Ann Arbor, University of Michigan at Ann Arbor and Government of the United States of America - Oak Ridge National Laboratory
Downloads 22 (1,424,331)
Citation 8

Abstract:

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sentiment analysis, Natural Language Processing, Sarcasm Detection, Text Paraphrasing, Large Language Models