...
首页> 外文期刊>Physical review, E >Turning intractable counting into sampling: Computing the configurational entropy of three-dimensional jammed packings
【24h】

Turning intractable counting into sampling: Computing the configurational entropy of three-dimensional jammed packings

机译:将棘手的计数转化为采样:计算三维拥挤填料的构型熵

获取原文
获取原文并翻译 | 示例

摘要

We present a numerical calculation of the total number of disordered jammed configurations Omega of N repulsive, three-dimensional spheres in a fixed volume V. To make these calculations tractable, we increase the computational efficiency of the approach of Xu et al. [Phys. Rev. Lett. 106, 245502 (2011)] and Asenjo et al. [Phys. Rev. Lett. 112, 098002 (2014)] and we extend the method to allow computation of the configurational entropy as a function of pressure. The approach that we use computes the configurational entropy by sampling the absolute volume of basins of attraction of the stable packings in the potential energy landscape. We find a surprisingly strong correlation between the pressure of a configuration and the volume of its basin of attraction in the potential energy landscape. This relation is well described by a power law. Our methodology to compute the number of minima in the potential energy landscape should be applicable to a wide range of other enumeration problems in statistical physics, string theory, cosmology, and machine learning that aim to find the distribution of the extrema of a scalar cost function that depends on many degrees of freedom.
机译:我们对固定体积V中的N个排斥性三维球体的无序拥挤构型Omega的总数进行了数值计算。为了使这些计算易于处理,我们提高了Xu等人方法的计算效率。 [物理牧师106,245502(2011)]和Asenjo等人。 [物理牧师112,098002(2014)],我们扩展了该方法,以允许根据压力来计算结构熵。我们使用的方法是通过在势能图中对稳定堆积物吸引盆地的绝对体积进行采样来计算结构熵。我们发现,在势能景观中,构型的压力与其吸引盆地的体积之间存在令人惊讶的强相关性。幂律很好地描述了这种关系。我们在势能图中计算极小值数量的方法应适用于统计物理学,弦论,宇宙学和机器学习中的一系列其他枚举问题,这些问题旨在寻找标量成本函数极值的分布这取决于许多自由度。

著录项

相似文献

  • 外文文献
  • 中文文献
  • 专利
获取原文

客服邮箱:kefu@zhangqiaokeyan.com

京公网安备:11010802029741号 ICP备案号:京ICP备15016152号-6 六维联合信息科技 (北京) 有限公司©版权所有
  • 客服微信

  • 服务号