Publications

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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
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