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Sarah Cousineau

Government of the United States of America - Oak Ridge National Laboratory

1 Bethel Valley Road, P.O. Box 2008, Mail Stop 608

Room B-106, Building 5700

Oak Ridge, TN 37831

United States

  • Government of the United States of America - Oak Ridge National Laboratory

SCHOLARLY PAPERS

3

DOWNLOADS

186

TOTAL CITATIONS

8

Scholarly Papers (3)

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1.

Time Series Anomaly Detection in Power Electronics Signals with Recurrent and Convlstm Autoencoders

Number of pages: 24 Posted: 29 Mar 2022
Majdi I. Radaideh, Chris Pappas, Jared Walden, Dan Lu, Lasitha Vidyaratne, Thomas Britton, Kishansingh Rajput, Malachi Schram and Sarah Cousineau
Government of the United States of America - Oak Ridge National Laboratory, Government of the United States of America - Oak Ridge National Laboratory, Government of the United States of America - Oak Ridge National Laboratory, Government of the United States of America - Oak Ridge National Laboratory, Thomas Jefferson National Accelerator Facility, Newport News, affiliation not provided to SSRN, Thomas Jefferson National Accelerator Facility, Newport News, Thomas Jefferson National Accelerator Facility, Newport News and Government of the United States of America - Oak Ridge National Laboratory
Downloads 122 (588,531)
Citation 7

Abstract:

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anomaly detection, Autoencoders, ConvLSTM, High Voltage Converter Modulator, Spallation Neutron Source

2.

Bayesian Inverse Uncertainty Quantification of the Physical Model Parameters for the Spallation Neutron Source First Target Station

Number of pages: 21 Posted: 17 Feb 2022
Majdi I. Radaideh, Lianshan Lin, Hao Jiang and Sarah Cousineau
Government of the United States of America - Oak Ridge National Laboratory, Government of the United States of America - Oak Ridge National Laboratory, Government of the United States of America - Oak Ridge National Laboratory and Government of the United States of America - Oak Ridge National Laboratory
Downloads 35 (1,249,711)

Abstract:

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Bayesian Statistics, Inverse Problems, Markov Chain Monte Carlo, Polynomial Chaos Expansions, Spallation Neutron Source, Mercury Target

3.

Multi-Module Based CVAE to Predict HVCM Faults in the SNS Accelerator

Number of pages: 31 Posted: 11 May 2023
Yasir Alanazi, Malachi Schram, Kishansingh Rajput, Steven Goldenberg, Lasitha Vidyaratne, Chris Pappas, Majdi Radaideh, Dan Lu, Pradeep Ramuhalli and Sarah Cousineau
Thomas Jefferson National Accelerator Facility, Newport News, Thomas Jefferson National Accelerator Facility, Newport News, Thomas Jefferson National Accelerator Facility, Newport News, Thomas Jefferson National Accelerator Facility, Newport News, Thomas Jefferson National Accelerator Facility, Newport News, Government of the United States of America - Oak Ridge National Laboratory, University of Michigan at Ann Arbor, Government of the United States of America - Oak Ridge National Laboratory, Government of the United States of America - Oak Ridge National Laboratory and Government of the United States of America - Oak Ridge National Laboratory
Downloads 29 (1,332,057)
Citation 1

Abstract:

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Anomaly detection, Particle Accelerators, Variational Autoencoder, Spallation Neutron Source, High Voltage Converter Modulator