Browsing CSE PhD Theses by Author "Qian, Elizabeth Yi."
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A scientific machine learning approach to learning reduced models for nonlinear partial differential equations
Qian, Elizabeth Yi. (Massachusetts Institute of Technology, 2021)This thesis presents a new scientific machine learning method which learns from data a computationally inexpensive surrogate model for predicting the evolution of a system governed by a time-dependent nonlinear partial ...