Works (8)

Updated: March 3rd, 2025 05:00

2025 journal article

Data-driven prediction and uncertainty quantification of PWR crud-induced power shift using convolutional neural networks

ENERGY, 316.

By: A. Furlong*, F. Alsafadi*, S. Palmtag*, A. Godfrey & X. Wu*

author keywords: Crud-induced power shift; Convolutional neural network; Uncertainty quantification
topics (OpenAlex): Nuclear Engineering Thermal-Hydraulics; Nuclear reactor physics and engineering; Fault Detection and Control Systems
Sources: Web Of Science, ORCID, NC State University Libraries
Added: January 11, 2025

2024 journal article

ARTISANS-Artificial Intelligence for Simulation of Advanced Nuclear Systems for Nuclear Fission Technology

NUCLEAR ENGINEERING AND DESIGN, 423.

By: A. Akins n, A. Furlong n, L. Kohler n, J. Clifford n, C. Brady n, F. Alsafadi n, X. Wu n

author keywords: Artificial intelligence; Machine learning; Nuclear fission technology; Advanced nuclear reactors
topics (OpenAlex): Nuclear reactor physics and engineering; Graphite, nuclear technology, radiation studies; Advanced Data Processing Techniques
Sources: ORCID, Web Of Science, NC State University Libraries
Added: April 8, 2024

2024 journal article

Analysis of the LatticeNet neural network framework’s performance using prediction-calculated temperature coefficients in PWR assemblies

Annals of Nuclear Energy.

By: A. Furlong* & J. Watson*

topics (OpenAlex): Nuclear reactor physics and engineering; Nuclear Engineering Thermal-Hydraulics; Nuclear Materials and Properties
Source: ORCID
Added: March 1, 2025

2024 conference paper

Predicting PWR Fuel Assembly CIPS Susceptibility with Convolutional Neural Networks: Performance and Uncertainty Quantification

International Conference on Physics of Reactors (PHYSOR 2024).

Contributors: A. Furlong, F. Alsafadi, S. Palmtag, A. Godfrey, S. Hayes & X. Wu

Source: ORCID
Added: March 1, 2025

2024 thesis

Prediction of CIPS Susceptibility in PWR Assemblies Using 3D Convolutional Neural Networks

https://www.lib.ncsu.edu/resolver/1840.20/41647

Contributors: A. Furlong

Source: ORCID
Added: March 1, 2025

2023 journal article

Investigation of Monte Carlo trained CNNs for neutronics predictions of typical and atypical PWR assemblies

Progress in Nuclear Energy, 166.

By: A. Furlong*, J. Watson* & F. Shriver*

Contributors: A. Furlong*, J. Watson* & F. Shriver*

topics (OpenAlex): Nuclear reactor physics and engineering; Nuclear Materials and Properties; Nuclear Physics and Applications
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UN Sustainable Development Goal Categories
6. Clean Water and Sanitation (OpenAlex)
Source: ORCID
Added: March 1, 2025

2023 conference paper

Machine Learning-based Prediction of Crud Buildup Locations in Pressurized Water Reactors

Transactions of the American Nuclear Society, 129, 456–459.

By: A. Furlong, F. Alsafadi, L. Kohler, X. Wu, S. Palmtag, A. Godfrey, S. Hayes

Contributors: A. Furlong, F. Alsafadi, L. Kohler, X. Wu, S. Palmtag, A. Godfrey, S. Hayes

topics (OpenAlex):
Source: ORCID
Added: March 1, 2025

2022 conference paper

Using Neural Networks to Predict Pin Powers in Reflective PWR Fuel Assemblies with Varying Pin Size

International Conference on Physics of Reactors 2022, 15–20,

By: A. Furlong, F. Shriver & J. Watson

Contributors: A. Furlong, F. Shriver & J. Watson

Source: ORCID
Added: March 1, 2025

Employment

Updated: January 11th, 2025 15:18

2023 - present

North Carolina State University Raleigh, North Carolina, US
Research Assistant Nuclear Engineering

2024 - 2024

Oak Ridge National Laboratory Oak Ridge, US
Machine Learning Intern Fusion and Fission Energy and Science Directorate

2023 - 2023

Westinghouse Electric (United States) Cranberry Township, Pennsylvania, US
Nuclear Engineering Intern Radiation Engineering & Analysis

2020 - 2022

University of Florida Gainesville, Florida, US
Undergraduate Research Assistant Florida Multiphysics Modeling and Simulations (FaMMoS)

2022 - 2022

Palo Verde Nuclear Generating Station Tonopah, Arizona, US
Nuclear Engineering Intern Nuclear Analysis

Education

Updated: January 22nd, 2024 22:33

2024 - 2026

North Carolina State University Raleigh, North Carolina, US
Ph.D. in Nuclear Engineering Nuclear Engineering

2023 - 2024

North Carolina State University Raleigh, North Carolina, US
M.S. in Nuclear Engineering Nuclear Engineering

2018 - 2022

University of Florida Gainesville, Florida, US
B.Sc. in Nuclear Engineering Material Science and Nuclear Engineering

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