分子动力学的不确定度量化

P. Patrone, A. Dienstfrey
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引用次数: 1

摘要

本章的目标有两个。首先,我们希望在一个共同的环境中引入分子动力学(MD)和不确定性量化(UQ),以证明后者如何增加对前者的信心。在某些情况下,这种讨论在我们提供实用的数学工具时达到高潮,这些工具可用于回答“这个模拟可靠吗?”然而,许多问题仍未得到解答。因此,这项工作的第二个目标是突出开放的问题,其中的进展将有助于更大的社区。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
UNCERTAINTY QUANTIFICATION FOR MOLECULAR DYNAMICS
The goals of this chapter are twofold. First, we wish to introduce molecular dynamics (MD) and uncertainty quantification (UQ) in a common setting in order to demonstrate how the latter can increase confidence in the former. In some cases, this discussion culminates in our providing practical, mathematical tools that can be used to answer the question, "is this simulation reliable?" However, many questions remain unanswered. Thus, a second goal of this work is to highlight open problems where progress would aid the larger community.
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来源期刊
Reviews in Computational Chemistry
Reviews in Computational Chemistry CHEMISTRY, MULTIDISCIPLINARY-
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