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Published on: September 17, 2021
Dimension-free path-integral molecular dynamics without preconditioning
Roman Korol1, Jorge L Rosa-Raíces1, Nawaf Bou-Rabee2
1Division of Chemistry and Chemical Engineering, California Institute of Technology, Pasadena, California 91125, USA.
New dimension-free integration schemes for path-integral molecular dynamics (MD) ensure accurate sampling and avoid divergence issues. The BCOCB method improves stability and efficiency for simulations like liquid water.
Area of Science:
- Computational Chemistry
- Physical Chemistry
- Statistical Mechanics
Background:
- Path-integral molecular dynamics (MD) requires convergence with imaginary-time discretization (ring-polymer beads).
- Existing non-preconditioned schemes like ring-polymer molecular dynamics (RPMD) and thermostatted RPMD (T-RPMD) exhibit zero overlap in the infinite-bead limit, causing issues with sampling and kinetic energy calculations.
- These limitations impact hybrid Monte Carlo/MD schemes and lead to divergences in primitive path-integral kinetic-energy expectation values.
Purpose of the Study:
- To introduce novel "dimension-free" numerical integration schemes for path-integral MD.
- To overcome the limitations of existing methods, ensuring non-zero overlap with the exact distribution in the infinite-bead limit.
- To develop schemes that provide finite error bounds and improve computational efficiency.
Main Methods:
- Development of dimension-free integration schemes, including the BCOCB method, which uses symmetric splitting and a modified Cayley transformation.
- Mollification of forces from the external physical potential to achieve dimension freedom.
- Theoretical analysis for harmonic potentials and numerical validation for anharmonic systems, including liquid water.
Main Results:
- Dimension-free schemes maintain non-zero overlap with the exact distribution in the infinite-bead limit for harmonic potentials.
- The BCOCB integrator allows for a nearly three-fold increase in the stable MD time step for liquid water simulations compared to OABAB and BAOAB.
- These new schemes introduce negligible errors in statistical properties and absorption spectra, preserve ergodicity and second-order accuracy, and are simple, black-box methods.
Conclusions:
- Dimension-free path-integral numerical integration schemes effectively address convergence and sampling issues in MD simulations.
- The BCOCB method represents a significant advancement, enhancing computational efficiency and accuracy for complex systems.
- These methods offer a robust and practical solution for path-integral molecular dynamics, avoiding additional costs or complex implementations.
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