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Enhanced sampling in molecular dynamics

delete2019-08-16
delete305
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OA
AI
Y
Yi Yang
Q
Qiang Shao
J
Jun Zhang
L
Lijiang Yang
高
高毅勤 (Yi Qin Gao) *
DOI:10.1063/1.5109531delete
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摘要

摘要

En 中文
Although molecular dynamics simulations have become a useful tool in essentially all fields of chemistry, condensed matter physics, materials science, and biology, there is still a large gap between the time scale which can be reached in molecular dynamics simulations and that observed in experiments. To address the problem, many enhanced sampling methods were introduced, which effectively extend the time scale being approached in simulations. In this perspective, we review a variety of enhanced sampling methods. We first discuss collective-variables-based methods including metadynamics and variationally enhanced sampling. Then, collective variable free methods such as parallel tempering and integrated tempering methods are presented. At last, we conclude with a brief introduction of some newly developed combinatory methods. We summarize in this perspective not only the theoretical background and numerical implementation of these methods but also the new challenges and prospects in the field of the enhanced sampling.
Keyword:
COARSE-GRAINED MODELS
FREE-ENERGY
COMPUTER-SIMULATION
LOCAL ELEVATION
FOLDING PATHWAY
RARE EVENTS
WATER
EFFICIENT
OPTIMIZATION
DEPENDENCE
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期刊

Journal of Chemical Physics 封面图
Journal of Chemical Physics
IF:
3.1
论文数:
7.2W
被引数:
23.2W

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S
shanghai institute of materia medica, cas
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3.6K
论文数: 2.4K
被引数: 5
F
Free University of Berlin
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3.8W
论文数: 3.2W
被引数: 51
S
Shenzhen Bay Laboratory
学者数:
1.5K
论文数: 912
被引数: 1
C
chinese academy of sciences
学者数:
56.7W
论文数: 45.0W
被引数: 704
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