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Malachi Schram

Thomas Jefferson National Accelerator Facility, Newport News

SCHOLARLY PAPERS

3

DOWNLOADS

305

TOTAL CITATIONS

12

Scholarly Papers (3)

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1.

Forecasting Multi-Step-Ahead Street-Scale Nuisance Flooding Using Lstm and Seq2seq Lstm Surrogate Model for Real-Time Application: A Case Study for Norfolk, Virginia

Number of pages: 78 Posted: 15 Oct 2023
Binata Roy, Jonathan L. Goodall, Diana McSpadden, Steven Goldenberg and Malachi Schram
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, Thomas Jefferson National Accelerator Facility, Newport News and Thomas Jefferson National Accelerator Facility, Newport News
Downloads 154 (488,442)
Citation 4

Abstract:

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Artificial Intelligence, Flood, Forecasting, Hydrology, Machine Learning, seq2seq LSTM, Surrogate Models

2.

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

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