Katie Keegan | Emory University

About Me

Hello!

I’m a third-year PhD student in Computational Math at Emory University, where I’m supported by a DOE Computational Science Graduate Fellowship and Emory’s Women in Natural Sciences Fellowship. I am fortunate to be advised by Lars Ruthotto.

In summer 2024, I was in California at Lawrence Berkeley National Lab working with Aydın Buluç.

I’m interested in simulation-based inference, generative modeling, and uncertainty quantification.

Thank you for visiting my website!

🛩️ Supercomputing 2024 Atlanta, GA, November 2024

Simulation-Based Inference with Uncertainty Quantification using Generative Models in Quantum Chromodynamics
Katherine Keegan, Emil Vatai, Aleksandr Drozd, Pi-Yueh Chuang, Xingfu Wu, Nobuo Sato, Johann Rudi, Mohamed Wahib.
Submitted to ICLR, 2024.
Projected Tensor-Tensor Products for Efficient Computation of Optimal Multiway Data Representations
Katherine Keegan, Elizabeth Newman
Submitted, 2024.
[PDF]
Optimal Matrix-Mimetic Tensor Algebras via Variable Projection
Elizabeth Newman, Katherine Keegan
Submitted, 2024.
[PDF]
A Tensor SVD-based Classification Algorithm Applied to fMRI Data
Katherine Keegan, Tanvi Vishwanath, Yihua Xu
SIAM Undergraduate Research Online, Volume 15, 2022, pp. 270-294.
[PDF]
Media Processing and A Modified Watermarking Scheme Based on the Singular Value Decomposition
Katherine Keegan, David Melendez, Jennifer Zheng
SIAM Undergraduate Research Online, Volume 14, 2021, pp. 446-467.
[PDF]

Invited article at SIAM News: here
I am a licensed private pilot as of December 2021! Here is a cool video of the MBU campus from the sky during a night flight lesson.
When I’m not in the air or at a desk, I enjoy running, weightlifting, reading, and playing piano.