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Malachi Schram

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Semi-Supervised Learning of Dynamical Systems with Neural Ordinary Differential Equations: A Teacher-Student Model Approach

Oct 19, 2023
Yu Wang, Yuxuan Yin, Karthik Somayaji Nanjangud Suryanarayana, Jan Drgona, Malachi Schram, Mahantesh Halappanavar, Frank Liu, Peng Li

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Uncertainty Aware Deep Learning for Particle Accelerators

Sep 25, 2023
Kishansingh Rajput, Malachi Schram, Karthik Somayaji

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Extreme Risk Mitigation in Reinforcement Learning using Extreme Value Theory

Aug 24, 2023
Karthik Somayaji NS, Yu Wang, Malachi Schram, Jan Drgona, Mahantesh Halappanavar, Frank Liu, Peng Li

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A comparison of machine learning surrogate models of street-scale flooding in Norfolk, Virginia

Jul 26, 2023
Diana McSpadden, Steven Goldenberg, Binata Roy, Malachi Schram, Jonathan L. Goodall, Heather Richter

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Distance Preserving Machine Learning for Uncertainty Aware Accelerator Capacitance Predictions

Jul 05, 2023
Steven Goldenberg, Malachi Schram, Kishansingh Rajput, Thomas Britton, Chris Pappas, Dan Lu, Jared Walden, Majdi I. Radaideh, Sarah Cousineau, Sudarshan Harave

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Multi-module based CVAE to predict HVCM faults in the SNS accelerator

Apr 20, 2023
Yasir Alanazi, Malachi Schram, Kishansingh Rajput, Steven Goldenberg, Lasitha Vidyaratne, Chris Pappas, Majdi I. Radaideh, Dan Lu, Pradeep Ramuhalli, Sarah Cousineau

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Artificial Intelligence and Machine Learning in Nuclear Physics

Dec 04, 2021
Amber Boehnlein, Markus Diefenthaler, Cristiano Fanelli, Morten Hjorth-Jensen, Tanja Horn, Michelle P. Kuchera, Dean Lee, Witold Nazarewicz, Kostas Orginos, Peter Ostroumov, Long-Gang Pang, Alan Poon, Nobuo Sato, Malachi Schram, Alexander Scheinker, Michael S. Smith, Xin-Nian Wang, Veronique Ziegler

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Uncertainty aware anomaly detection to predict errant beam pulses in the SNS accelerator

Oct 22, 2021
Willem Blokland, Pradeep Ramuhalli, Charles Peters, Yigit Yucesan, Alexander Zhukov, Malachi Schram, Kishansingh Rajput, Torri Jeske

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Deep Learning on Operational Facility Data Related to Large-Scale Distributed Area Scientific Workflows

Apr 20, 2018
Alok Singh, Eric Stephan, Malachi Schram, Ilkay Altintas

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