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Julia B. Nakhleh
Julia B. Nakhleh
Los Alamos National Laboratory
Design of experiments
Computational model
Artificial intelligence
Machine learning
Optimal design
4
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3
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0
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Training OOD Detectors in their Natural Habitats.
2022
CoRR
Katz-Samuels, Julian
Julia B. Nakhleh
Robert Nowak
Yixuan Li
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Identifying Entangled Physics Relationships Through Sparse Matrix Decomposition to Inform Plasma Fusion Design
2021
IEEE Transactions on Plasma Science
M. Giselle Fernández-Godino
Michael Grosskopf
Julia B. Nakhleh
Brandon Wilson
John Kline
Gowri Srinivasan
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Exploring Sensitivity of ICF Outputs to Design Parameters in Experiments Using Machine Learning
2021
IEEE Transactions on Plasma Science
Julia B. Nakhleh
M. Giselle Fernández-Godino
Michael Grosskopf
Brandon Wilson
John Kline
Gowri Srinivasan
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Exploring Sensitivity of ICF Outputs to Design Parameters in Experiments Using Machine Learning
2020
arXiv: Plasma Physics
Julia B. Nakhleh
M. Giselle Fernández-Godino
Michael Grosskopf
Brandon Wilson
John Kline
Gowri Srinivasan
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