Browsing Physics and Astronomy by Supervisor "Chen, Jeff Z. Y."
Now showing items 1-3 of 3
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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 ... -
Spherically Confined Polymers: Monte Carlo Simulations with Expanded Ensemble Density-of-States Method
(University of Waterloo, 2018-02-20)In this thesis, the Expanded Ensemble Density-of-States (EXEDOS) method - a combination of the Wang-Landau and Expanded Ensemble Monte Carlo algorithms is employed to investigate spatial conformations of a polymer chain ... -
Studying polymer physics by machine learning.
(University of Waterloo, 2020-04-16)Recently, machine learning becomes a computational method that burst in popularity. Many disciplines, such as condensed matter physics, quantum chemistry, chemical engineering as well as polymer physics have incorporate ...