Andrew C. Loheac

Graduate Student in Computational Physics and NSF Fellow
Department of Physics and Astronomy
University of North Carolina at Chapel Hill

Research in Computational Physics

I have been involved in several research projects spanning different disciplines in physics throughout my undergraduate and graduate career. The majority of my research interests lie in the application of computational techniques to the study of dynamical physical systems.

Graduate Research

I am a graduate student in the Department of Physics and Astronomy at the University of North Carolina at Chapel Hill. I am continuing to work with JoaquĆ­n Drut studying the thermodynamic properties of quantum systems using a variety of computational and numerical techniques.

We are currently:

High-Order Perturbation Theory and Complex Langevin Techniques

The sign problem is a signal-to-noise issue which plauges a vast number of interesting physical systems, and prevents Monte Carlo techniques from studying the properties of such systems. As such, we have developed a variety of analytic and numerical tools which avoid the sign problem in certain situations. Particularly, we developed a computational technique to analytically compute a high-order perturbative expansion on the lattice, and we also adapted complex Langevin methods to work in the context of computing particular observables for atomic systems.

Unpolarized and Polarized Interacting Fermi Gases

Much of my early work in the group focused on characterizing the thermodynamic properties of one-dimensional systems of unpolarized and polarized fermions at finite temperature. The unpolarized case, where the population of spin-up and spin-down fermions are equal, is free of a sign-problem and relatively straightforward to study once the relevant scales are well understood. The polarized case, where the system has a non-vanishing net spin magnetization, on the other hand introduces a sign problem which we have overcome by introducing an imaginary chemical potential, which is analytically continued to the real axis.

Systems at Zero Temperature

Our group has contributed numerous publications in obtaining an understanding of strongly-interacting fermionic systems at zero temperature, in the sense that we extract the ground- and excited-state energies of systems in the few- to many-body regime as a function of various thermodynamic parameters. In the past we have studied the properties of one-dimensional systems, but are now focusing our efforts on higher dimensions with a variety of boundary conditions.

You can find more about our group here, as well as a list of my own publications here.

Undergraduate Research

Investigation of Oxygen Interactions with the Au(001) Single Crystal Facet

I spent just over a year working with Dr. Michael Pierce in the X-Ray and Surface Science Laboratory at the Rochester Institute of Technology studying the interactions of molecular oxygen and carbon monoxide with the top atomic monolayer of the Au(001) single crystal facet. At particular partial pressures and temperatures, oxygen exposure causes the surface layer to lift, or reconstruct, from a hexagonal phase to a (1x1) bulk truncated state in a reproducible and reversible fashion. We were able to map out a pressure-temperature phase diagram of the phase transition and measure associated activation energies using in-situ surface X-ray diffraction at the Advanced Photon Source at Argonne National Laboratory.

Thermodynamics of Strongly Coupled Matter

I spent the summer of 2013 at the University of North Carolina at Chapel Hill as part of the Computational Astronomy and Physics Research Experiences for Undergraduates (NSF REU) program. I worked with Dr. Joaquin Drut (whom I am working with now as a graduate student) using quantum Monte Carlo techniques to calculate the equation of state of strongly coupled fermions using a high-order virial expansion.

Molecular Dynamics Simulations of Geometrically Cohesive Granular Materials with CUDA

My first experience at combining my strengths in algorithm design and physics arose during a research project with Dr. Scott Franklin at the Complex Systems and Granular Materials Laboratory at RIT. Beginning in my freshman year and continuing into the following summer, I developed a two-dimensional simulation in MATLAB to study the rheology of geometrically cohesive granular materials using a spherocylinder based geometry. We "glued" spherocylinders together to study the dynamics of U-shaped particles, or staples, and flocking of active triangular particles. In order to study larger systems quickly, I spent a summer porting the simulation to a CUDA C++ implementation, a platform for running massively parallel scientific computations on Graphics Processing Units (GPUs). This improved simulation allowed us to study bulk properties of these materials by compressing and shearing large systems of spherostaples to see how they react to external agents.

Funding

I am currently supported by a Graduate Research Fellowship from the National Science Foundation, which offers a stipend and full tuition coverage for three years.