Browsing Physics and Astronomy by Subject "PCA"
Now showing items 1-2 of 2
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Machine Learning Topological Defects of Liquid Crystals in Two Dimensions
(University of Waterloo, 2019-08-26)Over the recent few years, condensed matter physics has keenly been testing out the compelling techniques from the toolbox of machine learning. Order parameters, phase transitions, and other thermodynamic quantities have ... -
Statistical Muon Tracking: A Study of Cosmic Backgrounds in the PROSPECT Experiment
(University of Waterloo, 2021-09-30)The Precision Reactor Oscillation and Spectrum Experiment (PROSPECT) has successfully demonstrated novel particle identification strategies with minimal protection from cosmic events. Located at the High Flux Isotope Reactor ...