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Center for Computing Research

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Publication	Type	Year
Elastic Model Calibration using Dakota 8th European Congress on Computational Methods in Applied Sciences and Engineering James Derek Tucker, Michael S. Eldred, Devin Francom	Conference Presentation – 2022 Conference Presentation	2022
Elastic Model Calibration using Dakota 8th European Congress on Computational Methods in Applied Sciences and Engineering (ECCOMAS Congress 2022) James Derek Tucker, Michael S. Eldred, Devin Francom	Abstract – 2021 Abstract	2021
Automated Discovery of DOminaNt physics Informed Surrogates (ADDONIS) Framework Artificial intelligence for Earth System Predicition Kenneth Chadwick Sockwell, Paul Allen Kuberry, James Derek Tucker, Pavel B. Bochev	Presentation (non-conference) – 2021 Presentation (non-conference)	2021
Integrating Physics through Machine Learning Loss Conference on Data Analysis Charles Vollmer, James Derek Tucker, Matthew Thomas Martinez, Edward Steven Jimenez, Reese Wayne Davies, Gabriella Dalton https://www.osti.gov/search/identifier:1767375	Conference Paper – 2020 Conference Paper	2020
Integrating Physics Knowledge in Multi-Sensor Machine Learning Models CoDA 2020, Conference on Data Analytics Charles Vollmer, David M. Martinez, James Derek Tucker, Edward Steven Jimenez, Reece Davies, Gabriella Dalton	Abstract – 2020 Abstract	2020
Incorporating Scientifically Informed Constraints into Machine Learning Models for Material Classification from Hyperspectral-CT Scans SIAM Conference on Imaging Science Matthew Thomas Martinez, James Derek Tucker, Edward Steven Jimenez, Charles Vollmer, Richard McClanahan, Reese Wayne Davies, Gabriella Dalton	Abstract – 2020 Abstract	2020
Document Title	Type	Year