Research
This page is a quick overview of research I have contributed to throughout my undergrad.
Evasion Paths in Mobile Sensor Networks Research Group
Research Assistant - Sept 2021 to Present
- Worked on extending algorithm developed in the Evasion Paths in Mobile Sensor Networks research paper by Henry Adams
- Used topics from computational topology to determine methods of optimization in algorithm
- Worked on developing a distributive approach to current algorithm
- Collected data in simulations using through methods utilizing topological data analysis
- Topics:
- Topological Data Science
- Numerical Analysis
- Distributive Systems
Fast Evaluation of Kernel Distances
Research Assitant - Sept 2021 to October 2021
Houston, Tx
- Contributed to this project for PURS 2021.
- Implemented the Fast Gauss Transform in both MATLAB and CUDA
- Observed a speedup by a factor of n2
- Topics:
- Numerical Analysis
- Kernal Methods
- Machine Learning
- Fast Class of Alogorithms