evolutionary computation

Algorithmic Development for Quantum Monte Carlo

Use parallelization, deep learning, and evolutionary computation for algorithmic improvements to continuous space quantum Monte Carlo methods.

Analytic Continuation Problem

Direct comparison of experimental spectra with imaginary time density-density correlation functions

A Parameter Free Genetic Algorithm for Estimating the Dynamic Structure Factor at Zero and Finite Temperature

Discussion of an approach to the analytical continuation of imaginary time quantum Monte Carlo data.