James J. Shepherd
Massachusetts Institute of Technology
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Featured researches published by James J. Shepherd.
Journal of Chemical Physics | 2015
Fionn D. Malone; N. S. Blunt; James J. Shepherd; Derek K. K. Lee; J. S. Spencer; W. M. C. Foulkes
The recently developed density matrix quantum Monte Carlo (DMQMC) algorithm stochastically samples the N-body thermal density matrix and hence provides access to exact properties of many-particle quantum systems at arbitrary temperatures. We demonstrate that moving to the interaction picture provides substantial benefits when applying DMQMC to interacting fermions. In this first study, we focus on a system of much recent interest: the uniform electron gas in the warm dense regime. The basis set incompleteness error at finite temperature is investigated and extrapolated via a simple Monte Carlo sampling procedure. Finally, we provide benchmark calculations for a four-electron system, comparing our results to previous work where possible.
Physical Review B | 2014
James J. Shepherd; Gustavo E. Scuseria; J. S. Spencer
We investigate the sign problem for full configuration interaction quantum Monte Carlo (FCIQMC), a stochastic algorithm for finding the ground-state solution of the Schrodinger equation with substantially reduced computational cost compared with exact diagonalization. We find
Physical Review Letters | 2016
Fionn D. Malone; N. S. Blunt; Ethan W. Brown; Derek K. K. Lee; J. S. Spencer; W. M. C. Foulkes; James J. Shepherd
k
Physical Review Letters | 2014
James J. Shepherd; Thomas M. Henderson; Gustavo E. Scuseria
-space Hubbard models for which the solution is yielded with storage that grows sublinearly in the size of the many-body Hilbert space, in spite of using a wave function that is simply a linear combination of states. The FCIQMC algorithm is able to find this sublinear scaling regime without bias and with only a choice of the Hamiltonian basis. By means of a demonstration we solve for the energy of a 70-site half-filled system (with a space of
Journal of Chemical Physics | 2014
James J. Shepherd; Thomas M. Henderson; Gustavo E. Scuseria
{10}^{38}
Journal of Chemical Physics | 2016
James J. Shepherd; Thomas M. Henderson; Gustavo E. Scuseria
determinants) in 250 core hours, substantially quicker than the
Journal of open research software | 2015
J. S. Spencer; N. S. Blunt; W. A. Vigor; Fionn D. Malone; W. M. C. Foulkes; James J. Shepherd; Alex J. W. Thom
ensuremath{sim}{10}^{36}
ACS Nano | 2017
Lea Nienhaus; Mengfei Wu; Nadav Geva; James J. Shepherd; Mark W. Wilson; Vladimir Bulovic; Troy Van Voorhis; Marc A. Baldo; Moungi G. Bawendi
core hours that would be required by exact diagonalization. This is the largest space that has been sampled in an unbiased fashion. The challenge for the recently developed FCIQMC method is made clear: Expand the sublinear scaling regime while retaining exact-on-average accuracy. We comment upon the relationship between this and the scaling law previously observed in the initiator adaptation (i-FCIQMC). We argue that our results change the landscape for the development of FCIQMC and related methods.
Journal of Chemical Physics | 2016
James J. Shepherd
The density matrix quantum Montexa0Carlo (DMQMC) method is used to sample exact-on-average N-body density matrices for uniform electron gas systems of up to 10^{124} matrix elements via a stochastic solution of the Bloch equation. The results of these calculations resolve a current debate over the accuracy of the data used to parametrize finite-temperature density functionals. Exchange-correlation energies calculated using the real-space restricted path-integral formalism and the k-space configuration path-integral formalism disagree by up to ∼10% at certain reduced temperatures T/T_{F}≤0.5 and densities r_{s}≤1. Our calculations confirm the accuracy of the configuration path-integral Montexa0Carlo results available at high density and bridge the gap to lower densities, providing trustworthy data in the regime typical of planetary interiors and solids subject to laser irradiation. We demonstrate that the DMQMC method can calculate free energies directly and present exact free energies for T/T_{F}≥1 and r_{s}≤2.
Scientific Reports | 2017
Peng Dai; Jonathan K. Williams; Chi Zhang; Matthew Welborn; James J. Shepherd; Tianyu Zhu; Troy Van Voorhis; Mei Hong; Bradley L. Pentelute
We introduce a range-separation approximation to coupled cluster doubles (CCD) theory that successfully overcomes limitations of regular CCD when applied to the uniform electron gas. We combine the short-range ladder channel with the long-range ring channel in the presence of a Bruckner renormalized one-body interaction and obtain ground-state energies with an accuracy of 0.001 a.u./electron across a wide range of density regimes. Our scheme is particularly useful in the low-density and strongly correlated regimes, where regular CCD has serious drawbacks. Moreover, we cure the infamous overcorrelation of approaches based on ring diagrams (i.e., the particle-hole random phase approximation). Our energies are further shown to have appropriate basis set and thermodynamic limit convergence, and overall this scheme promises energetic properties for realistic periodic and extended systems which existing methods do not possess.