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Ruthotto, Lars, Emory University
删除限定条件 Committee: Ruthotto, Lars, Emory University
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Improving Sampling and Function Approximation in Machine Learning Methods for Solving Partial Differential Equations
1 of 10
Automatic Hyperparameter Tuning in Physics-Based Distortion Correction for Diffusion Tensor Imaging
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Inverse problem application in the field of biomedical image reconstruction
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Variance Reduction Methods for High-Dimensional Optimal Control Problems
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Image Deblurring using Radial Basis functions for Interpolating Weights of Spatially Variant Blur
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Differential Equation Interpretation of Deep Neural Networks
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A Trainable Conjugate Gradient Method for Image Reconstruction
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Matrix Computations and Optimization for Spectral Computed Tomography
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Reduced Models and Parallel Computing for Uncertainty Quantification in Cardiovascular Mathematics
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Efficient Solvers for Nonlinear Problems in Imaging
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Year
Spring 2019
4
Spring 2022
2
Spring 2024
2
Fall 2017
1
Spring 2018
1
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School
Emory College
6
Laney Graduate School
6
Department / Specialty
Mathematics
8
Computer Science and Informatics
2
Mathematics and Computer Science
2
Degree
B.S.
6
Ph.D.
6
Submission Type
Dissertation
6
Honors Thesis
6
Research Field
Applied Mathematics
9
Mathematics
7
Computer Science
6
Engineering, Biomedical
2
Statistics
1
Committee
Ruthotto, Lars, Emory University
[remove]
12
Xi, Yuanzhe, Emory University
4
Nagy, James, Emory University
3
Jacobson, Jeremy, Emory University
2
Kong, Jun, Emory University
2
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Keyword
optimization
3
Deep Learning
2
Image Reconstruction
2
Optimization
2
inverse problems
2
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