Malachi Schram

Thomas Jefferson National Accelerator Facility, Newport News

SCHOLARLY PAPERS

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Scholarly Papers (2)

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

2.

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, 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 13 (915,761)

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