Matthew
Mumpower
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AME
Models & codes
· 3 papers, 4 presentations ·
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Papers
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Uncertainty quantification of mass models using Ensemble Bayesian Model Averaging
PRC 109 054301 (2024)
Physically Interpretable Machine Learning for nuclear masses
PRCL 106 021301 (2022)
Nuclear masses learned from a probabilistic neural network
PRC 106 014305 (2022)
Presentations
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Machine Learning the ground state masses of atomic nuclei
Triangle Nuclear Theory seminar (03/2023)
Modeling masses with an artificial neural network
Fall DNP (10/2022)
Prediction of nuclear masses with an artificial neural network
Nuclear Structure (2022) (06/2022)
Machine Learning and Artificial Intelligence for computational nuclear data
IAEA: AI 4 Atoms (10/2021)
Contact Me
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matthew@mumpower.net