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Inchworm Monte Carlo for exact non-adiabatic dynamics. I. Theory and algorithms
Hsing-Ta Chen1, Guy Cohen2, David R Reichman1
1Department of Chemistry, Columbia University, New York, New York 10027, USA.
This study introduces the inchworm Monte Carlo method for accurate real-time non-adiabatic dynamics, significantly reducing the dynamical sign problem by recycling information. A cumulant version offers improved computational scaling for complex quantum systems.
Area of Science:
- Quantum dynamics
- Computational physics
- Chemical physics
Background:
- Accurate simulation of real-time non-adiabatic dynamics is crucial in quantum mechanics.
- The dynamical sign problem poses a significant challenge for exact quantum simulations.
- Existing methods often struggle with computational scaling for complex systems.
Purpose of the Study:
- To present the inchworm Monte Carlo formalism for exact real-time non-adiabatic dynamics.
- To detail methods for suppressing the dynamical sign problem.
- To introduce a cumulant version of the inchworm Monte Carlo method with improved scaling.
Main Methods:
- Development of the inchworm Monte Carlo formalism.
- Formulation of the inchworm expansion with respect to system-bath coupling.
- Formulation of the inchworm expansion with respect to diabatic coupling.
- Introduction of a cumulant version of the inchworm Monte Carlo method.
Main Results:
- The inchworm Monte Carlo method effectively suppresses the dynamical sign problem.
- Two distinct formulations of the inchworm expansion are presented.
- The cumulant version demonstrates improved computational scaling.
Conclusions:
- The inchworm Monte Carlo method provides an exact approach to real-time non-adiabatic dynamics.
- The cumulant version offers a more efficient computational strategy.
- This methodology lays the groundwork for advanced quantum dynamics simulations.
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