Date of Award
2017
Document Type
Thesis
Degree Name
Master of Science (MS)
Department
Physics
First Advisor
Adrian Del Maestro
Abstract
An exact quantum Monte Carlo algorithm for interacting particles in the spatial continuum is extended to exploit the massive parallelism offered by graphics processing units. Its efficacy is tested on the Calogero-Sutherland model describing a system of bosons interacting in one spatial dimension via an inverse square law. Due to the long range nature of the interactions, this model has proved difficult to simulate via conventional path integral Monte Carlo methods running on conventional processors. Using Graphics Processing Units, optimal speedup factors of up to 640 times are obtained for N = 126 particles. The known results for the ground state energy are confirmed and, for the first time, the effects of thermal fluctuations at finite temperature are explored.
Language
en
Number of Pages
123 p.
Recommended Citation
Himberg, Benjamin Evert, "Accelerating Quantum Monte Carlo via Graphics Processing Units" (2017). Graduate College Dissertations and Theses. 728.
https://scholarworks.uvm.edu/graddis/728