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Mahmoud Yaseen
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Year
Quantification of deep neural network prediction uncertainties for VVUQ of machine learning models
M Yaseen, X Wu
Nuclear Science and Engineering 197 (5), 947-966, 2023
72023
Functional PCA and deep neural networks-based Bayesian inverse uncertainty quantification with transient experimental data
Z Xie, M Yaseen, X Wu
Computer Methods in Applied Mechanics and Engineering 420, 116721, 2024
12024
Fast and accurate reduced-order modeling of a MOOSE-based additive manufacturing model with operator learning
M Yaseen, D Yushu, P German, X Wu
The International Journal of Advanced Manufacturing Technology 129 (7), 3123 …, 2023
12023
Uncertainty Quantification of Deep Neural Network Predictions for Time-dependent Responses with Functional PCA
M Yaseen, Z Xie, X Wu
In Proceedings of the 20th International Topical Meeting on Nuclear Reactor …, 2023
12023
Uncertainty Quantification in Deep Neural Network Models for Nuclear Reactor Benchmarks.
MQ Yaseen
2024
Quantification of Deep Neural Networks Approximation Uncertainties for Transient Simulations
MY Xu Wu
Transactions of American Nuclear Society. Anaheim, CA, USA. June 12–16, 2022 …, 2022
2022
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