元动力学
回火
采样(信号处理)
平行回火
航程(航空)
统计物理学
计算机科学
材料科学
化学
分子动力学
计算化学
物理
人工智能
贝叶斯概率
冶金
计算机视觉
复合材料
马尔科夫蒙特卡洛
滤波器(信号处理)
蒙特卡罗分子模拟
作者
Yi Yang,Haiyang Niu,Michele Parrinello
标识
DOI:10.1021/acs.jpclett.8b03005
摘要
The simulation of rare events is one of the key problems in atomistic simulations. Toward its solution, a plethora of methods have been proposed. Here we combine two such methods: metadynamics and integrated tempering sampling. In metadynamics, the fluctuations of a carefully chosen collective variable are amplified, while in integrated tempering sampling the system is pushed to visit an approximately uniform interval of energies and allows exploring a range of temperatures in a single run. We describe our approach and apply it to the two prototypical systems a SN2 chemical reaction and to the freezing of silica. The combination of metadynamics and integrated tempering sampling leads to a powerful method. In particular in the case of silica we have measured more than 1 order of magnitude acceleration.
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