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Updated: Sep 14, 2025

An Analog Macroscopic Technique for Studying Molecular Hydrodynamic Processes in Dense Gases and Liquids
Published on: December 4, 2017
Ehrenfest dynamics accelerated with SPEED
Alan Scheidegger1, Jiří J L Vaníček1
1Laboratory of Theoretical Physical Chemistry, Institut des Sciences et Ingénierie Chimiques, Ecole Polytechnique Fédérale de Lausanne (EPFL), CH-1015 Lausanne, Switzerland.
We introduce Single Potential Evaluation Ehrenfest Dynamics (SPEED), a computationally efficient method for simulating molecular processes. SPEED significantly reduces computational cost by evaluating a single Hessian, enabling faster simulations of quantum dynamics.
Area of Science:
- Computational Chemistry
- Quantum Dynamics
- Theoretical Chemistry
Background:
- Mixed quantum-classical methods are vital for molecular processes with multiple electronic states.
- Standard methods like surface hopping and Ehrenfest dynamics are computationally intensive due to trajectory propagation.
Purpose of the Study:
- To develop a computationally efficient variant of Ehrenfest dynamics.
- To reduce the computational cost of simulating molecular dynamics involving multiple electronic states.
Main Methods:
- Single Potential Evaluation Ehrenfest Dynamics (SPEED) was developed.
- SPEED propagates trajectories using a single local quadratic effective potential in the diabatic representation.
- This method replaces multiple Hessian evaluations with a single one per time step.
Main Results:
- SPEED was shown to be equivalent to standard Ehrenfest dynamics for systems with quadratic potentials.
- The method was successfully combined with ALMO(MSDFT2) for ab initio calculations.
- SPEED qualitatively reproduced temperature-dependent hole transfer rates and predicted charge distribution in furan systems.
Conclusions:
- SPEED offers a significant efficiency gain for on-the-fly ab initio simulations.
- The method accurately describes charge transfer processes but is limited for highly anharmonic systems like retinal photoisomerization.
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