@article{moloko_bokov_wu_ivanov_2023, title={Prediction and uncertainty quantification of SAFARI-1 axial neutron flux profiles with neural networks}, url={https://doi.org/10.1016/j.anucene.2023.109813}, DOI={10.1016/j.anucene.2023.109813}, journal={Annals of Nuclear Energy}, author={Moloko, Lesego E. and Bokov, Pavel M. and Wu, Xu and Ivanov, Kostadin N.}, year={2023}, month={Aug} }
 @article{xie_jiang_wang_wu_2022, title={Bayesian inverse uncertainty quantification of a MOOSE-based melt pool model for additive manufacturing using experimental data}, volume={165}, ISSN={["1873-2100"]}, DOI={10.1016/j.anucene.2021.108782}, journal={ANNALS OF NUCLEAR ENERGY}, author={Xie, Ziyu and Jiang, Wen and Wang, Congjian and Wu, Xu}, year={2022}, month={Jan} }
 @article{yaseen_wu_2022, title={Quantification of Deep Neural Network Prediction Uncertainties for VVUQ of Machine Learning Models}, volume={11}, ISSN={["1943-748X"]}, url={https://doi.org/10.1080/00295639.2022.2123203}, DOI={10.1080/00295639.2022.2123203}, journal={NUCLEAR SCIENCE AND ENGINEERING}, author={Yaseen, Mahmoud and Wu, Xu}, year={2022}, month={Nov} }
 @article{wu_xie_alsafadi_kozlowski_2021, title={A comprehensive survey of inverse uncertainty quantification of physical model parameters in nuclear system thermal-hydraulics codes}, volume={384}, ISSN={["1872-759X"]}, DOI={10.1016/j.nucengdes.2021.111460}, journal={NUCLEAR ENGINEERING AND DESIGN}, author={Wu, Xu and Xie, Ziyu and Alsafadi, Farah and Kozlowski, Tomasz}, year={2021}, month={Dec} }
 @article{che_wu_pastore_li_shirvan_2021, title={Application of Kriging and Variational Bayesian Monte Carlo method for improved prediction of doped UO2 fission gas release}, volume={153}, ISSN={["1873-2100"]}, DOI={10.1016/j.anucene.2020.108046}, journal={ANNALS OF NUCLEAR ENERGY}, author={Che, Yifeng and Wu, Xu and Pastore, Giovanni and Li, Wei and Shirvan, Koroush}, year={2021}, month={Apr} }
 @article{lu_wu_wu_2021, title={Enhancing the One-Dimensional SFR Thermal Stratification Model via Advanced Inverse Uncertainty Quantification Methods}, volume={10}, url={https://doi.org/10.1080/00295450.2020.1805259}, DOI={10.1080/00295450.2020.1805259}, journal={Nuclear Technology}, publisher={Informa UK Limited}, author={Lu, Cihang and Wu, Zeyun and Wu, Xu}, year={2021}, month={May}, pages={1–19} }
 @article{xie_alsafadi_wu_2021, title={Towards improving the predictive capability of computer simulations by integrating inverse Uncertainty Quantification and quantitative validation with Bayesian hypothesis testing}, volume={383}, ISSN={["1872-759X"]}, DOI={10.1016/j.nucengdes.2021.111423}, journal={NUCLEAR ENGINEERING AND DESIGN}, author={Xie, Ziyu and Alsafadi, Farah and Wu, Xu}, year={2021}, month={Nov} }
 @article{jin_wu_shirvan_2020, title={System code evaluation of near-term accident tolerant claddings during pressurized water reactor station blackout accidents}, volume={368}, ISSN={["1872-759X"]}, DOI={10.1016/j.nucengdes.2020.110814}, journal={NUCLEAR ENGINEERING AND DESIGN}, author={Jin, Yue and Wu, Xu and Shirvan, Koroush}, year={2020}, month={Nov} }
 @article{wu_shirvan_kozlowski_2019, title={Demonstration of the relationship between sensitivity and identifiability for inverse uncertainty quantification}, volume={396}, url={http://dx.doi.org/10.1016/j.jcp.2019.06.032}, DOI={10.1016/j.jcp.2019.06.032}, journal={Journal of Computational Physics}, publisher={Elsevier BV}, author={Wu, Xu and Shirvan, Koroush and Kozlowski, Tomasz}, year={2019}, month={Nov}, pages={12–30} }
 @article{wang_wu_kozlowski_2019, title={Gaussian Process–Based Inverse Uncertainty Quantification for TRACE Physical Model Parameters Using Steady-State PSBT Benchmark}, volume={193}, url={http://www.scopus.com/inward/record.url?eid=2-s2.0-85051918828&partnerID=MN8TOARS}, DOI={10.1080/00295639.2018.1499279}, number={1-2}, journal={Nuclear Science and Engineering}, author={Wang, C. and Wu, X. and Kozlowski, T.}, year={2019}, pages={100–114} }
 @inproceedings{wang_wu_borowiec_kozlowski_2018, title={Bayesian calibration and uncertainty quantification for trace based on PSBT benchmark}, volume={118}, url={http://www.scopus.com/inward/record.url?eid=2-s2.0-85062963843&partnerID=MN8TOARS}, booktitle={Transactions of the American Nuclear Society}, author={Wang, C. and Wu, X. and Borowiec, K. and Kozlowski, T.}, year={2018}, pages={419–422} }
 @article{wu_kozlowski_meidani_shirvan_2018, title={Inverse uncertainty quantification using the modular Bayesian approach based on Gaussian Process, Part 2: Application to TRACE}, volume={335}, url={http://www.scopus.com/inward/record.url?eid=2-s2.0-85048431095&partnerID=MN8TOARS}, DOI={10.1016/j.nucengdes.2018.06.003}, journal={Nuclear Engineering and Design}, author={Wu, X. and Kozlowski, T. and Meidani, H. and Shirvan, K.}, year={2018}, pages={417–431} }
 @article{wu_kozlowski_meidani_shirvan_2018, title={Inverse uncertainty quantification using the modular Bayesian approach based on Gaussian process, Part 1: Theory}, volume={335}, url={http://www.scopus.com/inward/record.url?eid=2-s2.0-85048576082&partnerID=MN8TOARS}, DOI={10.1016/j.nucengdes.2018.06.004}, journal={Nuclear Engineering and Design}, author={Wu, X. and Kozlowski, T. and Meidani, H. and Shirvan, K.}, year={2018}, pages={339–355} }
 @article{wu_kozlowski_meidani_2018, title={Kriging-based inverse uncertainty quantification of nuclear fuel performance code BISON fission gas release model using time series measurement data}, volume={169}, url={http://www.scopus.com/inward/record.url?eid=2-s2.0-85030669828&partnerID=MN8TOARS}, DOI={10.1016/j.ress.2017.09.029}, journal={Reliability Engineering and System Safety}, author={Wu, X. and Kozlowski, T. and Meidani, H.}, year={2018}, pages={422–436} }
 @inproceedings{wu_shirvan_kozlowski_2018, title={On the connection between sensitivity and identifiability for inverse uncertainty quantification}, volume={118}, url={http://www.scopus.com/inward/record.url?eid=2-s2.0-85062995468&partnerID=MN8TOARS}, booktitle={Transactions of the American Nuclear Society}, author={Wu, X. and Shirvan, K. and Kozlowski, T.}, year={2018}, pages={411–414} }
 @inproceedings{che_wu_pastore_hales_shirvan_2018, title={Sensitivity and uncertainty analysis for fuel performance evaluation of Cr <inf>2</inf> O <inf>3</inf> -doped UO <inf>2</inf> fuel under LB-LOCA}, volume={119}, url={http://www.scopus.com/inward/record.url?eid=2-s2.0-85060860913&partnerID=MN8TOARS}, booktitle={Transactions of the American Nuclear Society}, author={Che, Y. and Wu, X. and Pastore, G. and Hales, J. and Shirvan, K.}, year={2018}, pages={440–443} }
 @inproceedings{wu_shirvan_2018, title={System code evaluation of accident tolerant claddings during BWR station blackout accident}, volume={119}, url={http://www.scopus.com/inward/record.url?eid=2-s2.0-85060862292&partnerID=MN8TOARS}, booktitle={Transactions of the American Nuclear Society}, author={Wu, X. and Shirvan, K.}, year={2018}, pages={444–447} }
 @inproceedings{wu_shirvan_kozlowski_2018, title={Validating trace void fraction predictive capability using the quantitative area validation metric}, volume={118}, url={http://www.scopus.com/inward/record.url?eid=2-s2.0-85062957450&partnerID=MN8TOARS}, booktitle={Transactions of the American Nuclear Society}, author={Wu, X. and Shirvan, K. and Kozlowski, T.}, year={2018}, pages={423–426} }
 @article{wu_mui_hu_meidani_kozlowski_2017, title={Inverse uncertainty quantification of TRACE physical model parameters using sparse gird stochastic collocation surrogate model}, volume={319}, url={http://www.scopus.com/inward/record.url?eid=2-s2.0-85019363804&partnerID=MN8TOARS}, DOI={10.1016/j.nucengdes.2017.05.011}, journal={Nuclear Engineering and Design}, author={Wu, X. and Mui, T. and Hu, G. and Meidani, H. and Kozlowski, T.}, year={2017}, pages={185–200} }
 @article{wu_kozlowski_2017, title={Inverse uncertainty quantification of reactor simulations under the Bayesian framework using surrogate models constructed by polynomial chaos expansion}, volume={313}, url={http://www.scopus.com/inward/record.url?eid=2-s2.0-85006421201&partnerID=MN8TOARS}, DOI={10.1016/j.nucengdes.2016.11.032}, journal={Nuclear Engineering and Design}, author={Wu, X. and Kozlowski, T.}, year={2017}, pages={29–52} }
 @inproceedings{wu_kozlowski_2017, title={Kriging-based inverse uncertainty quantification of BISON fission gas release model}, volume={116}, url={http://www.scopus.com/inward/record.url?eid=2-s2.0-85033468956&partnerID=MN8TOARS}, booktitle={Transactions of the American Nuclear Society}, author={Wu, X. and Kozlowski, T.}, year={2017}, pages={629–632} }
 @inproceedings{wang_wu_kozlowski_2017, title={Sensitivity and uncertainty analysis of TRACE Physical Model Parameters based on PSBT benchmark using Gaussian process emulator}, volume={2017-September}, url={http://www.scopus.com/inward/record.url?eid=2-s2.0-85051935457&partnerID=MN8TOARS}, booktitle={17th International Topical Meeting on Nuclear Reactor Thermal Hydraulics, NURETH 2017}, author={Wang, C. and Wu, X. and Kozlowski, T.}, year={2017} }
 @inproceedings{wang_wu_kozlowski_2017, title={Surrogate-based inverse uncertainty quantification of TRACE physical model parameters using steady-state PSBT void fraction data}, volume={2017-September}, url={http://www.scopus.com/inward/record.url?eid=2-s2.0-85051987392&partnerID=MN8TOARS}, booktitle={17th International Topical Meeting on Nuclear Reactor Thermal Hydraulics, NURETH 2017}, author={Wang, C. and Wu, X. and Kozlowski, T.}, year={2017} }
 @article{wu_kozlowski_2015, title={Coupling of system thermal-hydraulics and Monte-Carlo code: Convergence criteria and quantification of correlation between statistical uncertainty and coupled error}, volume={75}, url={http://www.scopus.com/inward/record.url?eid=2-s2.0-84907197788&partnerID=MN8TOARS}, DOI={10.1016/j.anucene.2014.08.016}, journal={Annals of Nuclear Energy}, author={Wu, X. and Kozlowski, T.}, year={2015}, pages={377–387} }
 @inproceedings{rose_downar_wu_kozlowski_2015, title={Evaluation of accident tolerant FeCrAl coating for PWR cladding under normal operating conditions with coupled neutron transport and fuel performance}, volume={3}, url={http://www.scopus.com/inward/record.url?eid=2-s2.0-84949522107&partnerID=MN8TOARS}, booktitle={Mathematics and Computations, Supercomputing in Nuclear Applications and Monte Carlo International Conference, M and C+SNA+MC 2015}, author={Rose, M. and Downar, T.J. and Wu, X. and Kozlowski, T.}, year={2015}, pages={2334–2344} }
 @article{wu_kozlowski_hales_2015, title={Neutronics and fuel performance evaluation of accident tolerant FeCrAl cladding under normal operation conditions}, volume={85}, url={http://www.scopus.com/inward/record.url?eid=2-s2.0-84946728980&partnerID=MN8TOARS}, DOI={10.1016/j.anucene.2015.06.032}, journal={Annals of Nuclear Energy}, author={Wu, X. and Kozlowski, T. and Hales, J.D.}, year={2015}, pages={763–775} }
 @inproceedings{wu_kozlowski_2014, title={Coupling of system thermal-hydraulics and monte-carlo method for a consistent thermal-hydraulics-reactor physics feedback}, volume={2}, url={http://www.scopus.com/inward/record.url?eid=2-s2.0-84907077778&partnerID=MN8TOARS}, booktitle={International Congress on Advances in Nuclear Power Plants, ICAPP 2014}, author={Wu, X. and Kozlowski, T.}, year={2014}, pages={1164–1174} }
 @inproceedings{wu_kozlowski_heuser_2014, title={Neutronics analysis of improved accident tolerance LWR fuel by modifing Zircaloy cladding of fuel pins}, volume={1}, url={http://www.scopus.com/inward/record.url?eid=2-s2.0-84907085456&partnerID=MN8TOARS}, booktitle={International Congress on Advances in Nuclear Power Plants, ICAPP 2014}, author={Wu, X. and Kozlowski, T. and Heuser, B.J.}, year={2014}, pages={159–166} }
 @inproceedings{wu_kozlowski_2014, title={Uncertainty quantification for coupled Monte Carlo and thermal-hydraulics codes}, volume={110}, url={http://www.scopus.com/inward/record.url?eid=2-s2.0-84904692027&partnerID=MN8TOARS}, booktitle={Transactions of the American Nuclear Society}, author={Wu, X. and Kozlowski, T.}, year={2014}, pages={189–191} }
 @inproceedings{heuser_kozlowski_xu_2013, title={Engineered Zircaloy cladding modifications for improved accident tolerance of LWR fuel: A summary}, volume={1}, url={http://www.scopus.com/inward/record.url?eid=2-s2.0-84902344678&partnerID=MN8TOARS}, booktitle={LWR Fuel Performance Meeting, Top Fuel 2013}, author={Heuser, B.J. and Kozlowski, T. and Xu, W.}, year={2013}, pages={56–58} }