skip to main content
OSTI.GOV title logo U.S. Department of Energy
Office of Scientific and Technical Information

Title: Electronic structure of semiconductor nanoparticles from stochastic evaluation of imaginary-time path integral

Journal Article · · Physical Review Research

The fermion sign problem, when severe, prevents the computation of physical quantities of a system of interacting fermions via stochastic evaluation of its path integral. This is due to the oscillatory nature of the integrand exp(–S), where S is the imaginary-time action. This issue is a major obstacle to first-principles lattice quantum Monte Carlo studies of excited states of electrons in matter. However, in the Kohn-Sham orbital basis, which is the output of a density-functional theory simulation, the path integral for electrons in a semiconductor nanoparticle has only a mild fermion sign problem and is amenable to evaluation by standard stochastic methods. This is evidenced by our simulations of silicon hydrogen-passivated nanocrystals such as Si35H36,Si87H76,Si147H100, and Si293H172, which range in size 1.0–2.4 nm and contain 176 to 1344 valence electrons. We find that approximating the fermion action by its leading order polarization term results in a positive-definite integrand in the functional integral, and is a very good approximation of the full action. We compute imaginary-time electron propagators and extract the energies of low-lying electron and hole levels. Our quasiparticle gap predictions agree with the results of previous high-precision G0W0 calculations. This formalism allows calculations of more complex excited states such as excitons and trions.

Research Organization:
Univ. of Rochester, NY (United States). Lab. for Laser Energetics
Sponsoring Organization:
USDOE National Nuclear Security Administration (NNSA)
Grant/Contract Number:
NA0003856
OSTI ID:
1786246
Alternate ID(s):
OSTI ID: 1830715
Journal Information:
Physical Review Research, Journal Name: Physical Review Research Vol. 3 Journal Issue: 2; ISSN 2643-1564
Publisher:
American Physical SocietyCopyright Statement
Country of Publication:
United States
Language:
English

References (48)

Excitonic Effects and Optical Spectra of Single-Walled Carbon Nanotubes journal February 2004
Generalized Gradient Approximation Made Simple journal October 1996
Can Stochastic Quantization Evade the Sign Problem? The Relativistic Bose Gas at Finite Chemical Potential journal April 2009
Hybrid Monte Carlo journal September 1987
Excited-State Spectra of Strongly Correlated Molecules from a Reduced-Density-Matrix Approach journal September 2018
Sign problem in the numerical simulation of many-electron systems journal May 1990
Revisiting the hybrid quantum Monte Carlo method for Hubbard and electron-phonon models journal February 2018
ARPACK Users' Guide book January 1998
Quantum Monte Carlo simulations of solids journal January 2001
QUANTUM ESPRESSO: a modular and open-source software project for quantum simulations of materials journal September 2009
Semimetal–Mott insulator quantum phase transition of the Hubbard model on the honeycomb lattice journal December 2020
Universal Quantum Criticality in the Metal-Insulator Transition of Two-Dimensional Interacting Dirac Electrons journal March 2016
Monte Carlo Study of the Semimetal-Insulator Phase Transition in Monolayer Graphene with a Realistic Interelectron Interaction Potential journal July 2013
Electron correlation in semiconductors and insulators: Band gaps and quasiparticle energies journal October 1986
Norm-Conserving Pseudopotentials journal November 1979
Monte Carlo simulation of the tight-binding model of graphene with partially screened Coulomb interactions journal May 2014
Electronic excitations: density-functional versus many-body Green’s-function approaches journal June 2002
New Monte Carlo technique for studying phase transitions journal December 1988
Fifth order Moeller-Plesset perturbation theory: comparison of existing correlation methods and implementation of new methods correct to fifth order journal July 1990
Electronic structure calculations with dynamical mean-field theory journal August 2006
Quantum Chemistry without Wave Functions:  Two-Electron Reduced Density Matrices journal March 2006
Coupled-cluster theory in quantum chemistry journal February 2007
Lattice field theory simulations of graphene journal April 2009
Self-Consistent Equations Including Exchange and Correlation Effects journal November 1965
Monte Carlo simulation of monolayer graphene at nonzero temperature journal August 2011
Quantum Monte Carlo calculations for carbon nanotubes journal April 2016
Quantum Monte Carlo Method for Fermions, Free of Discretization Errors journal May 1999
LAPACK Users' Guide software January 1999
The Jackknife and the Bootstrap for General Stationary Observations journal September 1989
Thick-Restart Lanczos Method for Electronic Structure Calculations journal September 1999
Three-particle correlation from a Many-Body Perspective: Trions in a Carbon Nanotube journal May 2016
Quantum Monte Carlo Method using Phase-Free Random Walks with Slater Determinants journal April 2003
Orbital-dependent density functionals: Theory and applications journal January 2008
New Method for Calculating the One-Particle Green's Function with Application to the Electron-Gas Problem journal August 1965
Confinement of quarks journal October 1974
A new method to study lattice QCD at finite temperature and chemical potential journal May 2002
Finite-Temperature Monte Carlo Calculations for Systems with Fermions journal October 1999
Inhomogeneous Electron Gas journal November 1964
Excitonic Effects and the Optical Absorption Spectrum of Hydrogenated Si Clusters journal April 1998
Renormalization-group approach for electronic structure journal February 1986
Dynamics of Charge Transfer and Multiple Exciton Generation in the Doped Silicon Quantum Dot–Carbon Nanotube System: Density Functional Theory-Based Computation journal September 2018
Quantum Monte Carlo and Related Approaches journal December 2011
Energy-Band Interpolation Scheme Based on a Pseudopotential journal November 1958
Note on an Approximation Treatment for Many-Electron Systems journal October 1934
Application of the Monte Carlo Method to the Lattice‐Gas Model. I. Two‐Dimensional Triangular Lattice journal January 1959
Electron-hole excitations and optical spectra from first principles journal August 2000
A common thread: The pairing interaction for unconventional superconductors journal October 2012
Large Scale GW Calculations journal May 2015