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Center for Computing Research

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Publication	Type	Year
The Fingerprints of Stratospheric Aerosol Injection in E3SM Benjamin Moore Wagman, Laura Painton Swiler, Kamaljit Singh Chowdhary, Benjamin Hillman https://www.osti.gov/search/identifier:1821542	Report – 2021 Report	2021
Characterization of Partially Observed Epidemics - Application to COVID-19 Cosmin Safta, Jaideep Ray, Erin Acquesta, Thomas Anthony Catanach, Kamaljit Singh Chowdhary, Bert Debusschere, Edgar Galvan, Gianluca Geraci, Mohammad Khalil, Teresa Portone https://www.osti.gov/search/identifier:1763554	SAND Report – 2020 SAND Report	2020
Machine Learning Models of Errors in LES Predictions of Surface Pressure Fluctuations AIAA Aviation 2017 Matthew F. Barone, Jeffrey A. Fike, Kamaljit Singh Chowdhary, Warren Leon Davis, Julia Ling, Shawn Martin https://www.osti.gov/search/identifier:1458163	Conference Paper – 2017 Conference Paper	2017
Machine Learning Models of Errors in Large Eddy Simulation Predictions of Surface Pressure Fluctuations AIAA Aviation Conference Matthew F. Barone, Jeffrey A. Fike, Kamaljit Singh Chowdhary, Warren Leon Davis, Julia Ling, Shawn Martin https://www.osti.gov/search/identifier:1367203	Conference Paper – 2017 Conference Paper	2017
Convolutional Neural Networks for Frequency Response Predictions ASME V&V Conference Andrew Wilson, Daniel Wade, Julia Ling, Kamaljit Singh Chowdhary, Warren Leon Davis, Matthew F. Barone, Matthew F. Barone, Jeffrey A. Fike https://www.osti.gov/search/identifier:1457870	Conference Paper – 2017 Conference Paper	2017
Investigating Turbulent Wall Pressure Fluctuations using Machine Learning Techniques Visit to MIT Matthew F. Barone, Julia Ling, Warren Leon Davis, Kamaljit Singh Chowdhary, Jeffrey A. Fike https://www.osti.gov/search/identifier:1456663	Presentation (non-conference) – 2017 Presentation (non-conference)	2017
Convolutional Neural Networks for Frequency Response Predictions ASME V&V Andrew Wilson, Daniel Wade, Julia Ling, Kamaljit Singh Chowdhary, Warren Leon Davis, Matthew F. Barone, Jeffrey A. Fike	Abstract – 2017 Abstract	2017
Development of Machine Learning Models for Turbulent Wall Pressure Fluctuations AIAA SciTech Julia Ling, Matthew F. Barone, Warren Leon Davis, Kamaljit Singh Chowdhary, Jeffrey A. Fike https://www.osti.gov/search/identifier:1416699	Conference Paper – 2017 Conference Paper	2017
Development of Machine Learning Models for Turbulent Wall Pressure Fluctuations AIAA SciTech Julia Ling, Matthew F. Barone, Warren Leon Davis, Kamaljit Singh Chowdhary, Jeffrey A. Fike https://www.osti.gov/search/identifier:1422115	Conference Paper – 2016 Conference Paper	2016
Quantification of Uncertainty in Extreme Scale Computations 2015 SciDAC-3 PI Meeting Bert Debusschere, John Davis Jakeman, Kamaljit Singh Chowdhary, Cosmin Safta, Khachik Sargsyan, P. Rai, R. Ghanem, O. Knio, O. La Maitre, J. Winokur, G. Li, O. Ghattas, R. Moser, C. Simmons, A. Alexanderian, J. Gattiker, D. Higdon, E. Lawrence, S. Bhat, Y. Marzouk, D. Bigoni, T. Cui, M. Parno https://www.osti.gov/search/identifier:1328212	Conference Paper – 2015 Conference Paper	2015
Sandia Software Enabling Extreme-Scale Uncertainty Quantification 2015 SciDAC PI Meeting Michael S. Eldred, Bert Debusschere, Kamaljit Singh Chowdhary, John Davis Jakeman, Prashant Rai, Cosmin Safta, Khachik Sargsyan https://www.osti.gov/search/identifier:1266821	Conference Paper – 2015 Conference Paper	2015
An Overview of Select UQ Algorithms and their Utility in Applications Habib N. Najm, Michael S. Eldred, Bert Debusschere, Kamaljit Singh Chowdhary, John Davis Jakeman, Cosmin Safta, Khachik Sargsyan https://www.osti.gov/search/identifier:1494413	Display or Poster (non-conference) – 2014 Display or Poster (non-conference)	2014
Sandia Software Enabling Extreme-Scale Uncertainty Quantification Michael S. Eldred, Bert Debusschere, Kamaljit Singh Chowdhary, John Davis Jakeman, Habib N. Najm, Cosmin Safta, Khachik Sargsyan https://www.osti.gov/search/identifier:1494264	Display or Poster (non-conference) – 2014 Display or Poster (non-conference)	2014
Probabilistic Methods for Sensitivity Analysis and Calibration of Computer Models in the NASA Challenge Problem Journal of Aerospace Information Systems Cosmin Safta, Khachik Sargsyan, Habib N. Najm, Kamaljit Singh Chowdhary, Bert Debusschere, Laura Painton Swiler, Michael S. Eldred https://www.osti.gov/search/identifier:1141704	Journal Article – 2014 Journal Article	2014
Uncertainty Quantification Methods for Model Calibration, Validation, and Risk Analysis 16th AIAA Non-Deterministic Approaches Conference Khachik Sargsyan, Habib N. Najm, Kamaljit Singh Chowdhary, Bert Debusschere, Laura Painton Swiler, Michael S. Eldred https://www.osti.gov/search/identifier:1140342	Conference Paper – 2014 Conference Paper	2014
Uncertainty Quantification Methods for Model Calibration, Validation, and Risk Analysis 16th AIAA Non-Deterministic Approaches Conference Khachik Sargsyan, Habib N. Najm, Kamaljit Singh Chowdhary, Bert Debusschere, Laura Painton Swiler, Michael S. Eldred https://www.osti.gov/search/identifier:1122619	Conference Paper – 2013 Conference Paper	2013
Document Title	Type	Year