DOE PAGES title logo U.S. Department of Energy
Office of Scientific and Technical Information

Title: Generalized quantum master equations in and out of equilibrium: When can one win?

Abstract

Generalized quantum master equations (GQMEs) are an important tool in modeling chemical and physical processes. For a large number of problems, it has been shown that exact and approximate quantum dynamics methods can be made dramatically more efficient, and in the latter case more accurate, by proceeding via the GQME formalism. However, there are many situations where utilizing the GQME approach with an approximate method has been observed to return the same dynamics as using that method directly. Here, for systems both in and out of equilibrium, we provide a more detailed understanding of the conditions under which using an approximate method can yield benefits when combined with the GQME formalism. In particular, we demonstrate the necessary manipulations, which are satisfied by exact quantum dynamics, that are required to recast the memory kernel in a form that can be analytically shown to yield the same result as a direct application of the dynamics regardless of the approximation used. By considering the connections between these forms of the kernel, we derive the conditions that approximate methods must satisfy if they are to offer different results when used in conjunction with the GQME formalism. These analytical results thus provide new insights asmore » to when proceeding via the GQME approach can be used to improve the accuracy of simulations.« less

Authors:
 [1]; ORCiD logo [2];  [3];  [1]
  1. Stanford Univ., CA (United States). Dept. of Chemistry
  2. Columbia Univ., New York, NY (United States). Dept. of Chemistry
  3. Rutgers Univ., Piscataway, NJ (United States). Dept. of Chemistry and Chemical Biology
Publication Date:
Research Org.:
Univ. of California, Merced, CA (United States); Stanford Univ., CA (United States)
Sponsoring Org.:
USDOE Office of Science (SC), Basic Energy Sciences (BES). Chemical Sciences, Geosciences, and Biosciences Division
OSTI Identifier:
1471071
Alternate Identifier(s):
OSTI ID: 1252334; OSTI ID: 1526761
Grant/Contract Number:  
SC0014437
Resource Type:
Accepted Manuscript
Journal Name:
Journal of Chemical Physics
Additional Journal Information:
Journal Volume: 144; Journal Issue: 18; Journal ID: ISSN 0021-9606
Publisher:
American Institute of Physics (AIP)
Country of Publication:
United States
Language:
English
Subject:
71 CLASSICAL AND QUANTUM MECHANICS, GENERAL PHYSICS; 37 INORGANIC, ORGANIC, PHYSICAL, AND ANALYTICAL CHEMISTRY

Citation Formats

Kelly, Aaron, Montoya-Castillo, Andrés, Wang, Lu, and Markland, Thomas E. Generalized quantum master equations in and out of equilibrium: When can one win?. United States: N. p., 2016. Web. doi:10.1063/1.4948612.
Kelly, Aaron, Montoya-Castillo, Andrés, Wang, Lu, & Markland, Thomas E. Generalized quantum master equations in and out of equilibrium: When can one win?. United States. https://doi.org/10.1063/1.4948612
Kelly, Aaron, Montoya-Castillo, Andrés, Wang, Lu, and Markland, Thomas E. Tue . "Generalized quantum master equations in and out of equilibrium: When can one win?". United States. https://doi.org/10.1063/1.4948612. https://www.osti.gov/servlets/purl/1471071.
@article{osti_1471071,
title = {Generalized quantum master equations in and out of equilibrium: When can one win?},
author = {Kelly, Aaron and Montoya-Castillo, Andrés and Wang, Lu and Markland, Thomas E.},
abstractNote = {Generalized quantum master equations (GQMEs) are an important tool in modeling chemical and physical processes. For a large number of problems, it has been shown that exact and approximate quantum dynamics methods can be made dramatically more efficient, and in the latter case more accurate, by proceeding via the GQME formalism. However, there are many situations where utilizing the GQME approach with an approximate method has been observed to return the same dynamics as using that method directly. Here, for systems both in and out of equilibrium, we provide a more detailed understanding of the conditions under which using an approximate method can yield benefits when combined with the GQME formalism. In particular, we demonstrate the necessary manipulations, which are satisfied by exact quantum dynamics, that are required to recast the memory kernel in a form that can be analytically shown to yield the same result as a direct application of the dynamics regardless of the approximation used. By considering the connections between these forms of the kernel, we derive the conditions that approximate methods must satisfy if they are to offer different results when used in conjunction with the GQME formalism. These analytical results thus provide new insights as to when proceeding via the GQME approach can be used to improve the accuracy of simulations.},
doi = {10.1063/1.4948612},
journal = {Journal of Chemical Physics},
number = 18,
volume = 144,
place = {United States},
year = {Tue May 10 00:00:00 EDT 2016},
month = {Tue May 10 00:00:00 EDT 2016}
}

Journal Article:
Free Publicly Available Full Text
Publisher's Version of Record

Citation Metrics:
Cited by: 50 works
Citation information provided by
Web of Science

Save / Share:

Works referenced in this record:

Mori–Zwanzig formalism as a practical computational tool
journal, January 2010

  • Hijón, Carmen; Español, Pep; Vanden-Eijnden, Eric
  • Faraday Discuss., Vol. 144
  • DOI: 10.1039/B902479B

A derivation of centroid molecular dynamics and other approximate time evolution methods for path integral centroid variables
journal, August 1999

  • Jang, Seogjoo; Voth, Gregory A.
  • The Journal of Chemical Physics, Vol. 111, Issue 6
  • DOI: 10.1063/1.479515

A derivation of the mixed quantum-classical Liouville equation from the influence functional formalism
journal, August 2004

  • Shi, Qiang; Geva, Eitan
  • The Journal of Chemical Physics, Vol. 121, Issue 8
  • DOI: 10.1063/1.1771641

Memory effects in nonequilibrium quantum impurity models
journal, August 2011


Optimal prediction and the Mori-Zwanzig representation of irreversible processes
journal, March 2000

  • Chorin, A. J.; Hald, O. H.; Kupferman, R.
  • Proceedings of the National Academy of Sciences, Vol. 97, Issue 7
  • DOI: 10.1073/pnas.97.7.2968

QUANTUM MODE-COUPLING THEORY: Formulation and Applications to Normal and Supercooled Quantum Liquids
journal, May 2005


Microscopic theory of the dynamics of polymeric liquids: General formulation of a mode–mode‐coupling approach
journal, November 1989

  • Schweizer, Kenneth S.
  • The Journal of Chemical Physics, Vol. 91, Issue 9
  • DOI: 10.1063/1.457533

Frequency-Dependent Friction Constant Analysis of Diffusion in Simple Liquids
journal, June 1968


Including quantum effects in the dynamics of complex (i.e., large) molecular systems
journal, October 2006

  • Miller, William H.
  • The Journal of Chemical Physics, Vol. 125, Issue 13
  • DOI: 10.1063/1.2211608

Dynamics of the dissipative two-state system
journal, January 1987

  • Leggett, A. J.; Chakravarty, S.; Dorsey, A. T.
  • Reviews of Modern Physics, Vol. 59, Issue 1
  • DOI: 10.1103/RevModPhys.59.1

Numerically exact long-time magnetization dynamics at the nonequilibrium Kondo crossover of the Anderson impurity model
journal, May 2013


Quantum-classical Liouville dynamics in the mapping basis
journal, August 2008

  • Kim, Hyojoon; Nassimi, Ali; Kapral, Raymond
  • The Journal of Chemical Physics, Vol. 129, Issue 8
  • DOI: 10.1063/1.2971041

Time-Correlation Functions, Memory Functions, and Molecular Dynamics
journal, September 1970


Usage of the Mori-Zwanzig method in time series analysis
journal, January 2008


Nonadiabatic dynamics in open quantum-classical systems: Forward-backward trajectory solution
journal, December 2012

  • Hsieh, Chang-Yu; Kapral, Raymond
  • The Journal of Chemical Physics, Vol. 137, Issue 22
  • DOI: 10.1063/1.4736841

Ring-Polymer Molecular Dynamics: Quantum Effects in Chemical Dynamics from Classical Trajectories in an Extended Phase Space
journal, April 2013


Markovian Approximation in the Relaxation of Open Quantum Systems
journal, November 2005

  • Cheng, Y. C.; Silbey, R. J.
  • The Journal of Physical Chemistry B, Vol. 109, Issue 45
  • DOI: 10.1021/jp051303o

Computer "Experiments" on Classical Fluids. III. Time-Dependent Self-Correlation Functions
journal, December 1970


A semiclassical generalized quantum master equation for an arbitrary system-bath coupling
journal, June 2004

  • Shi, Qiang; Geva, Eitan
  • The Journal of Chemical Physics, Vol. 120, Issue 22
  • DOI: 10.1063/1.1738109

Theory and simulations of quantum glass forming liquids
journal, February 2012

  • Markland, Thomas E.; Morrone, Joseph A.; Miyazaki, Kunimasa
  • The Journal of Chemical Physics, Vol. 136, Issue 7
  • DOI: 10.1063/1.3684881

Bistability in a nonequilibrium quantum system with electron-phonon interactions
journal, July 2013


Generalized Theory of Relaxation
journal, February 1957


Efficient and accurate surface hopping for long time nonadiabatic quantum dynamics
journal, July 2013

  • Kelly, Aaron; Markland, Thomas E.
  • The Journal of Chemical Physics, Vol. 139, Issue 1
  • DOI: 10.1063/1.4812355

A variational solution of the time-dependent Schrodinger equation
journal, January 1964


Effect of correlation of local fluctuations on exciton coherence
journal, May 2010

  • Chen, Xin; Silbey, Robert J.
  • The Journal of Chemical Physics, Vol. 132, Issue 20
  • DOI: 10.1063/1.3435211

Path integrals for dissipative systems by tensor multiplication. Condensed phase quantum dynamics for arbitrarily long time
journal, April 1994


Nonequilibrium quantum systems with electron-phonon interactions: Transient dynamics and approach to steady state
journal, May 2014


Statistical mechanics of isomerization dynamics in liquids and the transition state approximation
journal, January 1978

  • Chandler, David
  • The Journal of Chemical Physics, Vol. 68, Issue 6
  • DOI: 10.1063/1.436049

Quantum dynamics in open quantum-classical systems
journal, January 2015


Correlation function formula for the intrinsic viscosity of dilute polymer solutions
journal, July 1975

  • Felderhof, B. U.; Deutch, J. M.; Titulaer, U. M.
  • The Journal of Chemical Physics, Vol. 63, Issue 2
  • DOI: 10.1063/1.431352

The Theory of Relaxation Processes
book, January 1965


Quantum statistics and classical mechanics: Real time correlation functions from ring polymer molecular dynamics
journal, August 2004

  • Craig, Ian R.; Manolopoulos, David E.
  • The Journal of Chemical Physics, Vol. 121, Issue 8
  • DOI: 10.1063/1.1777575

On Quantum Theory of Transport Phenomena: Steady Diffusion
journal, December 1958

  • Nakajima, Sadao
  • Progress of Theoretical Physics, Vol. 20, Issue 6
  • DOI: 10.1143/PTP.20.948

Ensemble Method in the Theory of Irreversibility
journal, November 1960

  • Zwanzig, Robert
  • The Journal of Chemical Physics, Vol. 33, Issue 5
  • DOI: 10.1063/1.1731409

Approximate but accurate quantum dynamics from the Mori formalism: I. Nonequilibrium dynamics
journal, May 2016

  • Montoya-Castillo, Andrés; Reichman, David R.
  • The Journal of Chemical Physics, Vol. 144, Issue 18
  • DOI: 10.1063/1.4948408

A fully self-consistent treatment of collective fluctuations in quantum liquids
journal, January 2004

  • Rabani, Eran; Reichman, David R.
  • The Journal of Chemical Physics, Vol. 120, Issue 3
  • DOI: 10.1063/1.1631436

Convolutionless Nakajima–Zwanzig equations for stochastic analysis in nonlinear dynamical systems
journal, June 2014

  • Venturi, D.; Karniadakis, G. E.
  • Proceedings of the Royal Society A: Mathematical, Physical and Engineering Sciences, Vol. 470, Issue 2166
  • DOI: 10.1098/rspa.2013.0754

On the Calculation of Autocorrelation Functions of Dynamical Variables
journal, August 1966

  • Berne, Bruce J.; Boon, Jean Pierre; Rice, Stuart A.
  • The Journal of Chemical Physics, Vol. 45, Issue 4
  • DOI: 10.1063/1.1727719

Nonadiabatic Dynamics in Atomistic Environments: Harnessing Quantum-Classical Theory with Generalized Quantum Master Equations
journal, November 2015

  • Pfalzgraff, William C.; Kelly, Aaron; Markland, Thomas E.
  • The Journal of Physical Chemistry Letters, Vol. 6, Issue 23
  • DOI: 10.1021/acs.jpclett.5b02131

Dynamic friction on rigid and flexible bonds
journal, October 1990

  • Berne, B. J.; Tuckerman, M. E.; Straub, John E.
  • The Journal of Chemical Physics, Vol. 93, Issue 7
  • DOI: 10.1063/1.458647

Transport, Collective Motion, and Brownian Motion
journal, March 1965


Generalized projected dynamics for non-system observables of non-equilibrium quantum impurity models
journal, July 2013


Exact calculation of the time convolutionless master equation generator: Application to the nonequilibrium resonant level model
journal, December 2015

  • Kidon, Lyran; Wilner, Eli Y.; Rabani, Eran
  • The Journal of Chemical Physics, Vol. 143, Issue 23
  • DOI: 10.1063/1.4937396

Nonequilibrium quantum dynamics in the condensed phase via the generalized quantum master equation
journal, July 2006

  • Zhang, Ming-Liang; Ka, Being J.; Geva, Eitan
  • The Journal of Chemical Physics, Vol. 125, Issue 4
  • DOI: 10.1063/1.2218342

Accurate nonadiabatic quantum dynamics on the cheap: Making the most of mean field theory with master equations
journal, March 2015

  • Kelly, Aaron; Brackbill, Nora; Markland, Thomas E.
  • The Journal of Chemical Physics, Vol. 142, Issue 9
  • DOI: 10.1063/1.4913686

Analyzing memory effects of complex systems from time series
journal, May 2006


A new approach to calculating the memory kernel of the generalized quantum master equation for an arbitrary system–bath coupling
journal, December 2003

  • Shi, Qiang; Geva, Eitan
  • The Journal of Chemical Physics, Vol. 119, Issue 23
  • DOI: 10.1063/1.1624830

Quantum fluctuations can promote or inhibit glass formation
journal, January 2011

  • Markland, Thomas E.; Morrone, Joseph A.; Berne, Bruce J.
  • Nature Physics, Vol. 7, Issue 2
  • DOI: 10.1038/nphys1865

Trajectory Surface Hopping Approach to Nonadiabatic Molecular Collisions: The Reaction of H + with D 2
journal, July 1971

  • Tully, John C.; Preston, Richard K.
  • The Journal of Chemical Physics, Vol. 55, Issue 2
  • DOI: 10.1063/1.1675788

Theory of Dielectric Relaxation in Polar Liquids
journal, June 1970

  • Nee, Tsu‐Wei; Zwanzig, Robert
  • The Journal of Chemical Physics, Vol. 52, Issue 12
  • DOI: 10.1063/1.1672951

Memory Effects and the Autocorrelation Function of a Dynamical Variable
journal, October 1967

  • Boon, Jean‐Pierre; Rice, Stuart A.
  • The Journal of Chemical Physics, Vol. 47, Issue 7
  • DOI: 10.1063/1.1703333

Quantum Dissipative Systems
book, October 1999


Quantum Dissipative Systems
book, March 2008

  • Weiss, Ulrich
  • Series in Modern Condensed Matter Physics, Vol. 13
  • DOI: 10.1142/6738

Quantum Dissipative Systems
book, March 2012


Quantum-Classical Liouville Dynamics in the Mapping Basis
text, January 2009


Quantum fluctuations can promote or inhibit glass formation
text, January 2010


Memory Effects In Nonequilibrium Quantum Impurity Models
text, January 2011


Quantum Dynamics in Open Quantum-Classical Systems
preprint, January 2016


Works referencing / citing this record:

Improved population operators for multi-state nonadiabatic dynamics with the mixed quantum-classical mapping approach
journal, January 2020

  • Saller, Maximilian A. C.; Kelly, Aaron; Richardson, Jeremy O.
  • Faraday Discussions, Vol. 221
  • DOI: 10.1039/c9fd00050j

Approximate but accurate quantum dynamics from the Mori formalism: I. Nonequilibrium dynamics
journal, May 2016

  • Montoya-Castillo, Andrés; Reichman, David R.
  • The Journal of Chemical Physics, Vol. 144, Issue 18
  • DOI: 10.1063/1.4948408

Approximate but accurate quantum dynamics from the Mori formalism. II. Equilibrium time correlation functions
journal, February 2017

  • Montoya-Castillo, Andrés; Reichman, David R.
  • The Journal of Chemical Physics, Vol. 146, Issue 8
  • DOI: 10.1063/1.4975388

Convergence of high order memory kernels in the Nakajima-Zwanzig generalized master equation and rate constants: Case study of the spin-boson model
journal, April 2018

  • Xu, Meng; Yan, Yaming; Liu, Yanying
  • The Journal of Chemical Physics, Vol. 148, Issue 16
  • DOI: 10.1063/1.5022761

On the memory kernel and the reduced system propagator
journal, September 2018

  • Kidon, Lyran; Wang, Haobin; Thoss, Michael
  • The Journal of Chemical Physics, Vol. 149, Issue 10
  • DOI: 10.1063/1.5047446

A modified approach for simulating electronically nonadiabatic dynamics via the generalized quantum master equation
journal, January 2019

  • Mulvihill, Ellen; Schubert, Alexander; Sun, Xiang
  • The Journal of Chemical Physics, Vol. 150, Issue 3
  • DOI: 10.1063/1.5055756

On the identity of the identity operator in nonadiabatic linearized semiclassical dynamics
journal, February 2019

  • Saller, Maximilian A. C.; Kelly, Aaron; Richardson, Jeremy O.
  • The Journal of Chemical Physics, Vol. 150, Issue 7
  • DOI: 10.1063/1.5082596

Mean field theory of thermal energy transport in molecular junctions
journal, May 2019

  • Kelly, Aaron
  • The Journal of Chemical Physics, Vol. 150, Issue 20
  • DOI: 10.1063/1.5089885

Efficient construction of generalized master equation memory kernels for multi-state systems from nonadiabatic quantum-classical dynamics
journal, June 2019

  • Pfalzgraff, William C.; Montoya-Castillo, Andrés; Kelly, Aaron
  • The Journal of Chemical Physics, Vol. 150, Issue 24
  • DOI: 10.1063/1.5095715

State dependent ring polymer molecular dynamics for investigating excited nonadiabatic dynamics
journal, June 2019

  • Chowdhury, Sutirtha N.; Huo, Pengfei
  • The Journal of Chemical Physics, Vol. 150, Issue 24
  • DOI: 10.1063/1.5096276

Spin-mapping approach for nonadiabatic molecular dynamics
journal, July 2019

  • Runeson, Johan E.; Richardson, Jeremy O.
  • The Journal of Chemical Physics, Vol. 151, Issue 4
  • DOI: 10.1063/1.5100506

A new perspective for nonadiabatic dynamics with phase space mapping models
journal, July 2019

  • He, Xin; Liu, Jian
  • The Journal of Chemical Physics, Vol. 151, Issue 2
  • DOI: 10.1063/1.5108736

Multi-level description of the vibronic dynamics of open quantum systems
journal, October 2019

  • Provazza, Justin; Coker, David F.
  • The Journal of Chemical Physics, Vol. 151, Issue 15
  • DOI: 10.1063/1.5120253

Benchmarking semiclassical and perturbative methods for real-time simulations of cavity-bound emission and interference
journal, December 2019

  • Hoffmann, Norah M.; Schäfer, Christian; Säkkinen, Niko
  • The Journal of Chemical Physics, Vol. 151, Issue 24
  • DOI: 10.1063/1.5128076

Delocalized excitons in natural light-harvesting complexes
journal, August 2018


On the identity of the identity operator in nonadiabatic linearized semiclassical dynamics
text, January 2019


Spin-mapping approach for nonadiabatic molecular dynamics
text, January 2019


Delocalized excitons in natural light harvesting complexes
text, January 2018