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Optimizing the switching function for nonequilibrium free-energy calculations: an on-the-fly approach
Gerrick E Lindberg1, Timothy C Berkelbach, Feng Wang
1Department of Chemistry, Boston University, Boston, Massachusetts 02215, USA.
This study introduces an on-the-fly method to optimize switching functions in nonequilibrium simulations, reducing computational cost for free-energy calculations. The new approach significantly improves efficiency compared to standard methods.
Area of Science:
- Computational physics
- Chemical physics
- Statistical mechanics
Background:
- Nonequilibrium switching simulations are popular for free-energy calculations since Jarzynski's identity.
- Simulation efficiency hinges on selecting an optimal switching function to minimize work and computational cost.
Purpose of the Study:
- To present a novel method for estimating efficient switching functions during nonequilibrium free-energy simulations.
- To determine the switching rate on-the-fly, eliminating the need for trial pulls.
Main Methods:
- Developed an on-the-fly method to estimate switching functions based on fictitious force fluctuations and relaxation time.
- Integrated the method into existing nonequilibrium switching simulation frameworks.
- Applied the method to calculate free-energy differences for Einstein crystals and van der Waals gas expansion.
Main Results:
- The on-the-fly method determines the switching rate dynamically without requiring preliminary simulations.
- Demonstrated superior performance of the on-the-fly method over standard switching functions in test cases.
- Achieved significant reduction in computational cost and dissipative work.
Conclusions:
- The proposed on-the-fly method provides a more efficient and robust way to determine switching functions for free-energy simulations.
- This approach is easily adaptable to various implementations of nonequilibrium switching methods.
- The findings have broad implications for accelerating free-energy calculations in diverse physical systems.
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