Publications

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Event Detection In Multi-variate Scientific Simulations Using Feature Anomaly Metrics

SIAM Conference on Parallel Processing for Scientific Computing (PP18)

Aditya Konduri, Hemanth Kolla, Julia Ling, William Philip Kegelmeyer, Daniel Dunlavy, Timothy Malcolm Shead, Warren Leon Davis

https://www.osti.gov/search/identifier:1499084

Conference Paper – 2018 Conference Paper 2018

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

Using Feature Importance Metrics to Detect Events of Interest in Scientific Computing Applications

Kdd 2017

Julia Ling, William Philip Kegelmeyer, Aditya Konduri, Hemanth Kolla, Kevin Reed, Timothy Malcolm Shead, Warren Leon Davis

https://www.osti.gov/search/identifier:1505710

Conference Paper – 2017 Conference Paper 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

Development of Machine Learning Models for Turbulent Wall Pressure Fluctuations

AIAA SciTech 2017

Matthew F. Barone, Julia Ling, Warren Leon Davis

https://www.osti.gov/search/identifier:1368710

Conference Paper – 2016 Conference Paper 2016
Document Title Type Year