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Development and Validation of a ReaxFF Reactive Force Field for Cu Cation/Water Interactions and Copper Metal/Metal Oxide/Metal Hydroxide Condensed Phases

机译:用于铜阳离子/水相互作用和铜金属/金属氧化物/金属氢氧化物冷凝相的ReaxFF反应力场的开发和验证

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摘要

To enable large-scale reactive dynamic simulations of copper oxide/water and copper ion/water interactions we have extended the ReaxFF reactive force field framework to Cu/O/H interactions. To this end, we employed a multistage force field development strategy, where the initial training set (containing metal/metal oxide/metal hydroxide condensed phase data and [Cu(H_2O)_n]^(2+) cluster structures and energies) is augmented by single-point quantum mechanices (QM) energies from [Cu(H_2O)_n]^(2+) clusters abstracted from a ReaxFF molecular dynamics simulation. This provides a convenient strategy to both enrich the training set and to validate the final force field. To further validate the force field description we performed molecular dynamics simulations on Cu^(2+)/water systems. We found good agreement between our results and earlier experimental and QM-based molecular dynamics work for the average Cu/water coordination, Jahn−Teller distortion, and inversion in [Cu(H_2O)_6]^(2+) clusters and first- and second-shell O−Cu−O angular distributions, indicating that this force field gives a satisfactory description of the Cu-cation/water interactions. We believe that this force field provides a computationally convenient method for studying the solution and surface chemistry of metal cations and metal oxides and, as such, has applications for studying protein/metal cation complexes, pH-dependent crystal growth/dissolution, and surface catalysis.
机译:为实现氧化铜/水和铜离子/水相互作用的大规模反应动力学模拟,我们已将ReaxFF反应力场框架扩展到Cu / O / H相互作用。为此,我们采用了多阶段力场开发策略,其中增加了初始训练集(包含金属/金属氧化物/金属氢氧化物的凝聚相数据以及[Cu(H_2O)_n] ^(2+)团簇结构和能量)通过从ReaxFF分子动力学模拟中抽象出来的[Cu(H_2O)_n] ^(2+)簇中的单点量子力学(QM)能量。这提供了一种方便的策略,既可以丰富训练集又可以验证最终的力场。为了进一步验证力场描述,我们在Cu ^(2 +)/水系统上进行了分子动力学模拟。我们发现我们的结果与较早的实验和基于QM的分子动力学研究之间的良好一致性,这些动力学研究涉及平均Cu /水配位,Jahn-Teller畸变和[Cu(H_2O)_6] ^(2+)团簇以及第一和第二原子团的反演。第二壳O-Cu-O角分布,表明此力场对Cu-阳离子/水的相互作用给出了令人满意的描述。我们认为,该力场为研究金属阳离子和金属氧化物的溶液和表面化学提供了一种计算上方便的方法,因此,在研究蛋白质/金属阳离子络合物,pH依赖的晶体生长/溶解和表面催化方面具有应用价值。

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