在飞行中
采样(信号处理)
概率抽样
环境科学
统计
计算机科学
数学
医学
环境卫生
计算机视觉
滤波器(信号处理)
操作系统
人口
出处
期刊:Cornell University - arXiv
日期:2021-01-01
被引量:4
标识
DOI:10.48550/arxiv.2101.06991
摘要
Molecular simulations are playing an ever increasing role, finding applications in fields as varied as physics, chemistry, biology and material science. However, many phenomena of interest take place on time scales that are out of reach of standard molecular simulations. This is known as the sampling problem and over the years several enhanced sampling methods have been developed to mitigate this issue. We propose a unified approach that puts on the same footing the two most popular families of enhanced sampling methods, and paves the way for novel combined approaches. The on-the-fly probability enhanced sampling method provides an efficient implementation of such generalized approach, while also focusing on simplicity and robustness.
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