Enhancing Important Fluctuations: Rare Events and Metadynamics from a Conceptual Viewpoint
ETH Zurich · Università della Svizzera italiana · +1 more institution
Abstract
Atomistic simulations play a central role in many fields of science. However, their usefulness is often limited by the fact that many systems are characterized by several metastable states separated by high barriers, leading to kinetic bottlenecks. Transitions between metastable states are thus rare events that occur on significantly longer timescales than one can simulate in practice. Numerous enhanced sampling methods have been introduced to alleviate this timescale problem, including methods based on identifying a few crucial order parameters or collective variables and enhancing the sampling of these variables. Metadynamics is one such method that has proven successful in a great variety of fields. Here we…
Citation impact
- FWCI
- 47.82
- Percentile
- 100%
- References
- 166
Authors
3Topics & keywords
- Metadynamics
- Metastability
- Statistical physics
- Rare events
- Variety (cybernetics)
- Complex system
- Sampling (signal processing)
- Computer science