Onsager-Machlup action-based path sampling and its combination with replica exchange for diffusive and multiple pathways
arXiv:1003.0971 · doi:10.1063/1.3372802
Abstract
For sampling multiple pathways in a rugged energy landscape, we propose a novel action-based path sampling method using the Onsager-Machlup action functional. Inspired by the Fourier-path integral simulation of a quantum mechanical system, a path in Cartesian space is transformed into that in Fourier space, and an overdamped Langevin equation is derived for the Fourier components to achieve a canonical ensemble of the path at a finite temperature. To avoid "path trapping" around an initially guessed path, the path sampling method is further combined with a powerful sampling technique, the replica exchange method. The principle and algorithm of our method is numerically demonstrated for a model two-dimensional system with a bifurcated potential landscape. The results are compared with those of conventional transition path sampling and the equilibrium theory, and the error due to path discretization is also discussed.
20 pages, 5 figures, submitted to J. Chem. Phys
References in corpus (9)
- Escaping free-energy minima
- A nonequilibrium equality for free energy differences
- Parallel Tempering Algorithm for Conformational Studies of Biological Molecules
- Dominant Pathways in Protein Folding
- Quantitative Protein Dynamics from Dominant Folding Pathways
- Stochastic actions for diffusive dynamics: Reweighting, sampling, and minimization
- The Construction of Double-Ended Classical Trajectories
- Dominant Reaction Pathways in High Dimensional Systems
- Sampling diffusive transition paths
Cited by in corpus (6)
- Reinforcement learning of rare diffusive dynamics
- Metadynamics of paths
- On the hierarchical parallelization of ab initio simulations
- Multiscale enhanced path sampling based on the Onsager-Machlup action: Application to a model polymer
- Path probability distribution of stochastic motion of non dissipative systems: a classical analog of Feynman factor of path integral
- A modified nudged elastic band algorithm with adaptive spring lengths