Alexander Migala

PhD Physics Student at the University of California San Diego

About Me

Hi! My name is Alex, and I am a 2nd-year physics PhD Student at UC San Diego. I am most interested in fundamental theoretical physics.

Education

Academic Awards

Research

My current research interest is in quantum gravity and cosmology. Previously, I was investigating applications of machine learning for use in the KamLAND-Zen experiment under Professor Aobo Li. In my undergraduate research, I worked under Professor Kate Scholberg at Duke University where we studied the Neutrino Mass Hierarchy Problem.

Peer-Reviewd Conference Proceedings

Migala, A., Ku, E., Li, Z., & Li, A. (2024). Real-time Position Reconstruction for the KamLAND-Zen Experiment using Hardware-AI Co-design. https://arxiv.org/abs/2410.02991. Accepted at the NeurIPS Machine Learning and the Physical Sciences Workshop

Preprints

Schuetz, A.-K., Migala, A., Boesky, A., Poon, A. W. P., Broekgaarden, F. S., & Li, A. (2025). RESOLVE: Rare Event Surrogate Likelihood for Gravitational Wave Paleontology Parameter Estimation. https://arxiv.org/abs/2506.00757

Talks

FastPointNet: Fast Event Reconstruction for the KamLAND-Zen Experiment using FPGA-Deployed Machine Learning

American Physical Society Global Summit 2025

Investigating the Neutrino Mass Ordering Problem via Ternary Plots

6th Joint Meeting of the APS Division of Nuclear Physics and the Physical Society of Japan

Posters

Gravitational Radiation in Extra Dimensions

2025 Gravitational Wave Physics and Astronomy Workshop at Georgia Tech

FastPointNet (Won Best Overall Poster)

2024 FastML Conference at Purdue University

Teaching Experience

Industry Experience