Index Catalog // Emory Theses and Dissertations

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1. A Geometry-Aware Data-Driven Framework for Predictive Modeling and PDE Operators

Student Name:: Chen, Jiayi
Date Uploaded:: 04/09/2025
Research Field:: Computer Science, Applied Mathematics, and Mathematics
Department or Specialty:: Mathematics

2. Minimax Structured Neural Tangent Kernel in Estimating Average Treatment Effect Confounded by Image Covariate

Student Name:: Wang, Zijian
Date Uploaded:: 04/09/2025
Research Field:: Computer Science, Statistics, and Applied Mathematics
Department or Specialty:: Quantitative Science

3. Comparing Manifold-Constrained Gaussian Processes and Physics-Inspired Neural Networks for Parameter Inference in Epidemiological Models

Student Name:: Xiao, Sophia
Date Uploaded:: 04/09/2025
Research Field:: Statistics and Applied Mathematics
Department or Specialty:: Mathematics

4. Pixels, Priors, and Precision: Bayesian Approaches to Image Reconstruction

Student Name:: Wang, Christopher
Date Uploaded:: 04/08/2025
Research Field:: Applied Mathematics
Department or Specialty:: Mathematics

5. Improving Sampling and Function Approximation in Machine Learning Methods for Solving Partial Differential Equations

Student Name:: Li, Xingjian
Date Uploaded:: 06/25/2024
Research Field:: Applied Mathematics and Mathematics
Department or Specialty:: Mathematics

6. Applications of Closed-loop Control in Biomedical Interventions: From Neural Modulation to Diabetes Management

Student Name:: Madondo, Malvern
Date Uploaded:: 05/02/2024
Research Field:: Computer Science and Applied Mathematics
Department or Specialty:: Computer Science and Informatics

7. Automatic Hyperparameter Tuning in Physics-Based Distortion Correction for Diffusion Tensor Imaging

Student Name:: Julian, Abigail
Date Uploaded:: 04/29/2024
Research Field:: Computer Science and Applied Mathematics
Department or Specialty:: Computer Science and Informatics

8. Modified Functional Principal Component Regression

Student Name:: Masterson, Scott
Date Uploaded:: 04/14/2024
Research Field:: Applied Mathematics
Department or Specialty:: Mathematics

9. Estimating Population Parameters of Fatal Police Shootings in America

Student Name:: Cho, Cholyeon
Date Uploaded:: 04/11/2024
Research Field:: Biology, Biostatistics, Health Sciences, Epidemiology, and Applied Mathematics
Department or Specialty:: Quantitative Science

10. Reinforcement Learning with Manifold Optimization

Student Name:: Hasnain, Syed Jafer
Date Uploaded:: 04/10/2024
Research Field:: Applied Mathematics, Mathematics, and Artificial Intelligence
Department or Specialty:: Mathematics