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Committee
Yuanzhe Xi, Emory University
删除限定条件 Committee: Yuanzhe Xi, Emory University
Degree
Ph.D.
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Learning Structured Knowledge from Real-World Data without Excessive Annotations
Mathematical modeling and simulation of coronary stents
Low-Rank Exploiting Optimization Methods for Inverse Problems and Machine Learning
Improving Multigrid Methods with Deep Neural Networks
Large Scale Inverse Problems: Low-Rank Approximations and Optimization
Generating Graphs with Deep Learning and Graph Theory
Optimal Control Approaches for Designing Neural Ordinary Differential Equations
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Year
Spring 2022
4
Spring 2021
1
Spring 2024
1
Summer 2023
1
School
Laney Graduate School
7
Department
Mathematics
5
Computer Science and Informatics
2
Degree
Ph.D.
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7
Submission Type
Dissertation
7
Research Field
Applied Mathematics
4
Computer Science
2
Mathematics
2
Artificial Intelligence
1
Engineering, Biomedical
1
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Committee
Yuanzhe Xi, Emory University
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7
Lars Ruthotto, Emory University
5
James Nagy, Emory University
3
Alessandro Veneziani, Emory University
1
Carl Yang, Emory University
1
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Keyword
Inverse Problems
2
Optimization
2
Advection-diffusion
1
Graph Neural Networks
1
Large Language Models
1
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