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Nonadiabatic Dynamics in Atomistic Environments: Harnessing Quantum-Classical Theory with Generalized Quantum Master
William C Pfalzgraff1, Aaron Kelly1, Thomas E Markland1
1Department of Chemistry, Stanford University , Stanford, California 94305, United States.
We developed a new method combining Ehrenfest mean field theory and generalized quantum master equation (MF-GQME) to accurately simulate quantum dynamics in complex environments. This approach significantly speeds up calculations for processes like charge transfer.
Area of Science:
- Quantum dynamics
- Computational chemistry
- Materials science
Background:
- Accurately simulating nonadiabatic dynamics in quantum systems coupled to atomistic environments is crucial for understanding processes like exciton transport and catalysis.
- Existing methods face challenges in efficiency and accuracy when dealing with complex, fully atomistic environments.
Purpose of the Study:
- To introduce and validate the MF-GQME approach for treating nonadiabatic dynamics.
- To demonstrate its quantitative accuracy and computational efficiency across various charge-transfer regimes.
Main Methods:
- The MF-GQME approach combines Ehrenfest mean field theory with the generalized quantum master equation framework.
- The method was applied to fully atomistic environments to model quantum systems.
Main Results:
- The MF-GQME approach achieves quantitative accuracy in simulating nonadiabatic dynamics.
- Significant computational speed-ups, up to 3 orders of magnitude, were observed compared to direct Ehrenfest theory.
- The method successfully handles diverse charge-transfer regimes within atomistic environments.
Conclusions:
- The MF-GQME approach provides an efficient and accurate tool for studying nonadiabatic quantum relaxation processes.
- This advancement enables detailed investigation of atomistic effects in complex quantum systems where such studies were previously intractable.
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