Department of Chemistry, University of Puerto Rico at Cayey, Cayey, PR, 00736, USA.
J Mol Model. 2020 Mar 7;26(4):70. doi: 10.1007/s00894-020-4331-x.
In this study, we use the molecular orbital energy approximation (MOEA) and the energy difference approximation (EDA) to build linear correlation models for the redox potentials of 53 organic compounds in aqueous solutions. The molecules evaluated include nitroxides, phenols, and amines. Both the MOEA and EDA methods yield similar correlation models, however, the MOEA method is less computationally expensive. Correlation coefficients (R) below 0.3 and mean absolute errors above 0.25 V were found for correlation models built without solvent effects. When explicit water molecules and a continuum solvent model are added to the calculations, correlation coefficients close to 0.8 are reached, and mean absolute errors below 0.18 V are obtained. The incorporation of solvent effects is necessary for good correlation models, particularly for redox processes of charged molecules in aqueous solutions. A comparison of the correlation models from different methodologies is provided. Graphical abstract.
在这项研究中,我们使用分子轨道能量近似(MOEA)和能量差近似(EDA)为水溶液中 53 种有机化合物的氧化还原电位构建线性相关模型。评估的分子包括氮氧自由基、酚类和胺类。MOEA 和 EDA 方法都产生了相似的相关模型,但 MOEA 方法的计算成本较低。在没有溶剂效应的情况下构建相关模型时,相关系数(R)低于 0.3,平均绝对误差(MAE)高于 0.25 V。当向计算中添加显式水分子和连续溶剂模型时,相关系数接近 0.8,平均绝对误差(MAE)低于 0.18 V。溶剂效应的纳入对于良好的相关模型是必要的,特别是对于水溶液中带电分子的氧化还原过程。提供了不同方法学的相关模型的比较。