Exploring Configuration Space and Path Space of Biomolecules Using Enhanced Sampling Techniques—Searching for Mechanism and Kinetics of Biomolecular Functions
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Summary
This work introduces the multiscale enhanced sampling method, which uses a combined system of atomistic and coarse-grained models, and introduces novel methods to calculate kinetics of biomolecules based on the ideas of path sampling.
- Type
- article
- Published
- 2018-09-13
- Cited by
- 2
- References
- 116
- Access
- Open access
- OpenAlex
- https://openalex.org/W2891829740
- Semantic Scholar
- https://api.semanticscholar.org/CorpusID:53126977
Keywords
Biomolecule, Sampling (signal processing), Replica, Energy landscape, Statistical physics
References
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- The Adaptive Biasing Force Method: Everything You Always Wanted To Know but Were Afraid To Ask
- Statistical Physics of Biomolecules: An Introduction
- An Introduction to Markov State Models and Their Application to Long Timescale Molecular Simulation
- GENESIS: a hybrid-parallel and multi-scale molecular dynamics simulator with enhanced sampling algorithms for biomolecular and cellular simulations
- Relaxation mode analysis and Markov state relaxation mode analysis for chignolin in aqueous solution near a transition temperature.
- The power of coarse graining in biomolecular simulations
- Ensemble-Biased Metadynamics: A Molecular Simulation Method to Sample Experimental Distributions.
- Multiscale enhanced sampling of intrinsically disordered protein conformations
- Diffusion maps, clustering and fuzzy Markov modeling in peptide folding transitions.
- Determination of reaction coordinates via locally scaled diffusion map.
- First passage time approach to diffusion controlled reactions
- Finding transition pathways using the string method with swarms of trajectories.
- Replica exchange and expanded ensemble simulations as Gibbs sampling: simple improvements for enhanced mixing.
- Protein Dynamics from Time-Resolved UV Raman Spectroscopy
- Markov state models based on milestoning.
- A quantum generalization of intrinsic reaction coordinate using path integral centroid coordinates.
Cited by
- Energetics and conformational pathways of functional rotation in the multidrug transporter AcrB
- Position-Dependent Diffusion Constant of Molecules in Heterogeneous Systems as Evaluated by the Local Mean Squared Displacement.
- Exploring Configuration Space and Path Space of Biomolecules Using Enhanced Sampling Techniques—Searching for Mechanism and Kinetics of Biomolecular Functions
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