Samuel J. Audia
PhD Student Computer Science University of Maryland, College Park sjaudia@umd.edu
Biography
I am a second year PhD student in Computer Science at the University of Maryland, College Park. I am working with Dr. Dinesh Manocha as a part of the GAMMA lab as well as Dr. Matthias Zwicker. I graduated Summa Cum Laude with Bachelor's degrees in Mechanical Engineering and Computer Science from the University of Maryland, College Park in 2020. Since graduating, I have worked at the Johns Hopkins Applied Physics Laboratory (JHUAPL) as a software engineer working on computational electromagnetics simulations. In 2022, I received a Master's degree, with honors, in Applied and Computational Mathematics from the Johns Hopkins University. I currently serve as the section supervisor of the Scientific Computing and Software Engineering section as well as a lead developer for electromagnetic simulation work at JHUAPL.
Research Interests
My research interests lie in Scientific Computing, GPU Programming, Machine Learning, and Parallel Computing. I am fascinated by efficiently modeling physics to empower the next generation of engineering applications. I am currently focused on combining all of these areas in work focused on Scientific Machine Learning either through differentiable simulation or applying machine learning techniques to classical domains of physics modeling.
Publications
- Ruichen Wang, Samuel Audia, Dinesh Manocha; Indoor Wireless Signal Modeling with Smooth Surface Diffraction Effects; 2024 EuCap Conference https://arxiv.org/pdf/2310.10578.pdf