Physics

Some ramblings of mine while trying to study the principle of least action in terms of fluid mechanics.

A tutorial on the theory and implementation of quantum simulation of many body systems.

Using Local Gaussian Process surrogates and Hamiltonian Monte Carlo to find the best classical water model that reproduces experimental scattering measurements.

Reproducing the thermodynamic phase behavior of the TIP4P/2005 water model, including density, compressibility, self-diffusion, RDF, heat capacity, and solid-liquid coexistence.

Using deep generative models to sample Boltzmann distributions for molecular systems, addressing the rare event problem in molecular dynamics.

A paper for a course I did in catalyst development and characterization. The class was wholy untheoretical and utterly useless for any computational development. I scratched the itch by making this.