Publications

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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