Minh David D L
Department of Chemistry, University of California at San Diego, San Diego, California 92093, USA.
J Phys Chem B. 2007 Apr 26;111(16):4137-40. doi: 10.1021/jp068656n. Epub 2007 Apr 4.
External biasing forces are often applied to enhance sampling in regions of phase space which would otherwise be rarely observed. While the typical goal of these experiments is to calculate the potential of mean force (PMF) along the biasing coordinate, here I present a method to construct PMFs in multiple dimensions and along arbitary alternative degrees of freedom. A protocol for multidimensional PMF reconstruction from nonequilibrium single-molecule pulling experiments is introduced and tested on a series of two-dimensional potential surfaces with varying levels of correlation. Reconstruction accuracy and convergence from several methods--this new protocol, equilibrium umbrella sampling, and free diffusion--are compared, and nonequilibrium pulling is found to be the most efficient. To facilitate the use of this method, the source code for this analysis is made freely available.
外部偏置力通常被用于增强相空间中那些否则很少被观测到的区域的采样。虽然这些实验的典型目标是计算沿偏置坐标的平均力势(PMF),但在此我提出一种在多个维度以及沿任意其他自由度构建PMF的方法。介绍了一种从非平衡单分子拉伸实验进行多维PMF重建的方案,并在一系列具有不同相关程度的二维势面上进行了测试。比较了几种方法——这种新方案、平衡伞形采样和自由扩散——的重建精度和收敛性,发现非平衡拉伸是最有效的。为便于使用该方法,该分析的源代码可免费获取。