Nuclear energy, Reactor modeling and simulation, Advanced reactors, Machine learning, Uncertainty
Jason Hou is an advocate of nuclear energy and the mission of his research is to promote nuclear energy by investigating advanced reactor designs and developing improved reactor modeling and simulation methods.
2024 article
A System Predictive Maintenance Framework for Advanced Reactors Using a Data-Driven Digital Twin
Rivas, A., Delipei, G. K., & Hou, J. (2024, August 3). NUCLEAR SCIENCE AND ENGINEERING, Vol. 8.
2024 journal article
A component diagnostic and prognostic framework for pump bearings based on deep learning with data augmentation
RELIABILITY ENGINEERING & SYSTEM SAFETY, 247.
2024 journal article
A system diagnostic and prognostic framework based on deep learning for advanced reactors
PROGRESS IN NUCLEAR ENERGY, 170.
2024 journal article
Development and evaluation of parallel simulated annealing algorithm for reactor core optimization problems
Nuclear Science and Technology Open Research.
2024 journal article
Modeling a generic Pebble Bed High-Temperature Gas-Cooled Reactor to perform load-following using Simulink
NUCLEAR ENGINEERING AND DESIGN, 428.
2024 article
Prototyping of a Machine Learning-Based Burnup Measurement Capability for Pebble Bed Reactor Fuel
Rollins, N., Allan, I., & Hou, J. (2024, April 4). NUCLEAR SCIENCE AND ENGINEERING, Vol. 4.
2024 journal article
Reinforcement Learning-Based Control Sequence Optimization for Advanced Reactors
JOURNAL OF NUCLEAR ENGINEERING, 5(3), 209–225.
2024 journal article
Source term analysis of FeCrAl accident tolerant fuel using MELCOR
ANNALS OF NUCLEAR ENERGY, 202.
2023 journal article
An Efficient High-to-Low Iterative Method for Light Water Reactor Analysis Based on NEAMS Tools
Nuclear Science and Engineering, 197(8), 1700–1716.
2022 journal article
A Novel Method for Controlling Crud Deposition in Nuclear Reactors Using Optimization Algorithms and Deep Neural Network Based Surrogate Models
Eng.
2022 journal article
A hybrid neutronics method with novel fission diffusion synthetic acceleration for criticality calculations
NUCLEAR ENGINEERING AND TECHNOLOGY, 55(4), 1428–1438.
2022 journal article
CTF-PARCS Core Multi-Physics Computational Framework for Efficient LWR Steady-State, Depletion and Transient Uncertainty Quantification
ENERGIES, 15(14).
2022 journal article
Nuclear data uncertainty propagation applied to the versatile test reactor conceptual design
NUCLEAR ENGINEERING AND DESIGN, 392.
2022 journal article
Predictions of component Remaining Useful Lifetime Using Bayesian Neural Network
PROGRESS IN NUCLEAR ENERGY, 146.
2021 journal article
Innovations in Multi-Physics Methods Development, Validation, and Uncertainty Quantification
Journal of Nuclear Engineering.
2021 journal article
Methodology for Discontinuity Factors Generation for Simplified P-3 Solver Based on Nodal Expansion Formulation
ENERGIES, 14(20).
2021 journal article
Propagating neutronic uncertainties for FFTF LOFWOS Test #13
NUCLEAR ENGINEERING AND DESIGN, 375.
2021 journal article
Summary of comparative analysis and conclusions from OECD/NEA LWR-UAM benchmark Phase I
NUCLEAR ENGINEERING AND DESIGN, 384.
2020 journal article
Best-Estimate Plus Uncertainty Framework for Multiscale, Multiphysics Light Water Reactor Core Analysis
Science and Technology of Nuclear Installations.
2020 journal article
Nuclear Data Uncertainty Quantification and Propagation for Safety Analysis of Lead-Cooled Fast Reactors
Science and Technology of Nuclear Installations.
2020 journal article
Preliminary design and analysis of Liquid Fuel Molten Salt Reactor using multi-physics code GeN-Foam
Nuclear Engineering and Design, 369, 110826.
2019 journal article
Development of multi-objective core optimization framework and application to sodium-cooled fast test reactors
Progress in Nuclear Energy.
2019 journal article
Further development of methodology to model TRISO fuel and BISO absorber particles and related uncertainty quantification using SCALE 6
Journal of Nuclear Science and Technology, 56(8), 690–709.
2019 journal article
Nuclear-data uncertainty propagation in transient simulation for the C5G7-TD benchmark problem
Annals of Nuclear Energy, 140, 107122.
2019 journal article
Uncertainty Quantification and Propagation of Multiphysics Simulation of the Pressurized Water Reactor Core
Nuclear Technology, 205(12), 1618–1637.
2017 journal article
Development, verification and application of a new model for active nucleation site density in boiling systems
Nuclear Engineering and Design, 328, 1–9.
2017 journal article
Effect of Nuclear Data on Fuel Element Neutronic Characteristics of Pebble-bed High Temperature Gas-cooled Reactor
Atomic Energy Science and Technology, 51(9), 1591–1598.
2017 journal article
OECD/NEA benchmark for time-dependent neutron transport calculations without spatial homogenization
NUCLEAR ENGINEERING AND DESIGN, 317, 177–189.
2015 journal article
3D in-core fuel management optimization for breed-and-burn reactors
PROGRESS IN NUCLEAR ENERGY, 88, 58–74.
2015 journal article
Design and performance of 2D and 3D-shuffled breed-and-burn cores
ANNALS OF NUCLEAR ENERGY, 85, 93–114.
2014 journal article
ASSESSMENT OF MICROX-2 CODE WITH NEW ENDF/B-VII RELEASE 0 MASTER LIBRARIES
NUCLEAR TECHNOLOGY, 186(3), 305–316.
2014 journal article
Development of an iterative diffusion-transport method based on MICROX-2 cross section libraries
ANNALS OF NUCLEAR ENERGY, 77, 335–342.
2013 journal article
Self-shielding models of MICROX-2 code: Review and updates
ANNALS OF NUCLEAR ENERGY, 64, 256–263.
2007 conference paper
Development of a Modern Pressurized Water Reactor Simulator: Instrumentation, Design and Data Acquisition
2007 IEEE Nuclear Science Symposium Conference Record.
Updated: July 24th, 2022 22:54
2022 - present
2019 - 2022
2016 - 2019
2014 - 2015
Updated: November 29th, 2023 10:50
2010 - 2013
2008 - 2010
2006 - 2007
2001 - 2005
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