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Malachi Schram | doi.page

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Malachi Schram

Oak Ridge National Laboratory(US)Thomas Jefferson National Accelerator Facility(US)Dominion (United States)(US)Old Dominion University(US)

Publications by Year

Research Areas

Particle physics theoretical and experimental studies, Particle Detector Development and Performance, Distributed and Parallel Computing Systems, Scientific Computing and Data Management, Advanced Data Storage Technologies

Most-Cited Works

→ Colloquium: Machine learning in nuclear physics(2022)217 cited
→ Physics with CEBAF at 12 GeV and future opportunities(2022)76 cited
→ Time series anomaly detection in power electronics signals with recurrent and ConvLSTM autoencoders(2022)44 cited
→ Tritium Beta Spectrum Measurement and Neutrino Mass Limit from Cyclotron Radiation Emission Spectroscopy(2023)41 cited
→ A.I. for nuclear physics(2021)41 cited
→ Real-time Artificial Intelligence for Accelerator Control: A Study at the Fermilab Booster(2020)39 cited

→ Electron radiated power in cyclotron radiation emission spectroscopy experiments(2019)

28 cited

→ A look inside the black box: Using graph-theoretical descriptors to interpret a Continuous-Filter Convolutional Neural Network (CF-CNN) trained on the global and local minimum energy structures of neutral water clusters(2020)27 cited

→ Uncertainty aware anomaly detection to predict errant beam pulses in the Oak Ridge Spallation Neutron Source accelerator(2022)25 cited

→ Bayesian analysis of a future β decay experiment's sensitivity to neutrino mass scale and ordering(2021)17 cited