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利用低计算成本的热化学方法统一分子描述符以预测自由基氢提取。

Thermochemical unification of molecular descriptors to predict radical hydrogen abstraction with low computational cost.

机构信息

Eidgenössische Technische Hochschule (ETH) Zurich, Laboratory of Inorganic Chemistry, Vladimir-Prelog-Weg 1, 8093 Zurich, Switzerland.

出版信息

Phys Chem Chem Phys. 2020 Oct 21;22(40):23215-23225. doi: 10.1039/d0cp03750h.

Abstract

Chemistry describes transformation of matter with reaction equations and corresponding rate constants. However, accurate rate constants are not always easy to get. Here we focus on radical oxidation reactions. Analysis of over 500 published rate constants of hydroxyl radicals led us to hypothesize that a modified linear free-energy relationship (LFER) could be used to predict rate constants speedily, reliably and accurately. LFERs correlate the Gibbs activation-energy with the Gibbs energy of reaction. We calculated the latter as the sum of one-electron transfer and, if appropriate, proton transfer. We parametrized specific transition state effects to orbital delocalizability and the polarity of the reactant. The calculation time for 500 reactions is less than 8 hours on a standard desktop-PC. Rate constants were also calculated for hydrogen and methyl radicals; these controls show that the predictions are applicable to a broader set of oxidizing radicals. An accuracy of 30-40% (standard deviation) with reference to reported experimental values was found suitable for the screening of complex chemical systems for possibly relevant reactions. In particular, potentially relevant reactions can be singled out and scrutinized in detail when prioritizing chemicals for environmental risk assessment.

摘要

化学描述了物质的转化,使用反应方程式和相应的速率常数。然而,准确的速率常数并不总是容易得到的。在这里,我们专注于自由基氧化反应。对 500 多个已发表的羟基自由基速率常数的分析使我们假设,可以使用改进的线性自由能关系(LFER)来快速、可靠和准确地预测速率常数。LFER 将吉布斯活化能与反应的吉布斯自由能相关联。我们将后者计算为单电子转移的总和,如果合适的话,还有质子转移。我们将特定的过渡态效应参数化到轨道离域化和反应物的极性上。在标准台式 PC 上,500 个反应的计算时间不到 8 小时。还计算了氢自由基和甲基自由基的速率常数;这些对照表明,预测适用于更广泛的氧化自由基集。发现相对于报告的实验值的 30-40%(标准偏差)的准确度适用于筛选复杂的化学系统中可能相关的反应。特别是,在为环境风险评估优先考虑化学品时,可以单独挑选出潜在相关的反应,并对其进行详细审查。

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