利用 openCOSMO-RS 预测中性分子在任何溶剂中的溶解自由能

IF 2.8 3区 工程技术 Q3 CHEMISTRY, PHYSICAL
Simon Müller , Thomas Nevolianis , Miquel Garcia-Ratés , Christoph Riplinger , Kai Leonhard , Irina Smirnova
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引用次数: 0

摘要

在本研究中,我们介绍了 openCOSMO-RS 24a,它是开源 COSMO-RS 模型的改进版本,利用 ORCA 6.0 中的量子化学计算进行参数化,充分利用了一个综合数据集,其中包括溶解自由能、分配系数和无限稀释活性系数,主要适用于 25 °C 下的各种溶质和溶剂。这是该模型的第一个版本,它还能根据 ORCA 计算结果预测溶解自由能。此外,我们还开发了一个定量结构-性质关系模型来预测溶剂的摩尔体积,这是仅从结构预测溶解自由能和分配系数的基本要求。我们的结果表明,openCOSMO-RS 24a 的溶解自由能平均绝对偏差为 0.45 kcal mol1,分配系数对数为 0.76,无限稀释活性系数对数为 0.51,与之前的 openCOSMO-RS 22 参数化相比有所改进,与 COSMOtherm 24 BP-TZVP 的结果相当。用户界面经过扩展,可以直接在 ORCA 6.0 中或通过命令行将其用作溶解模型,从而为研究人员在化学和材料科学领域的应用提供了一个强大的工具。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Predicting solvation free energies for neutral molecules in any solvent with openCOSMO-RS
In this study, we introduce openCOSMO-RS 24a, an improved version of the open-source COSMO-RS model parameterized using quantum chemical calculations from ORCA 6.0, leveraging a comprehensive dataset that includes solvation free energies, partition coefficients, and infinite dilution activity coefficients for various solutes and solvents mainly at 25 °C. This is the first version of the model also capable of predicting solvation free energies based on ORCA calculations. Additionally, we develop a Quantitative Structure-Property Relationships model to predict molar volumes of the solvents, an essential requirement for predicting solvation free energies and partition coefficients from structure alone. Our results show that openCOSMO-RS 24a achieves an average absolute deviation of 0.45 kcal mol1 for solvation free energies, 0.76 for the logarithm of the partition coefficients, and 0.51 for the logarithm of infinite dilution activity coefficients, demonstrating improvements over the previous openCOSMO-RS 22 parameterization and comparable results to COSMOtherm 24 BP-TZVP. The user interface was extended to be able to use it as solvation model directly from within ORCA 6.0 or from the command line to provide researchers with a robust tool for applications in chemical and materials science.
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来源期刊
Fluid Phase Equilibria
Fluid Phase Equilibria 工程技术-工程:化工
CiteScore
5.30
自引率
15.40%
发文量
223
审稿时长
53 days
期刊介绍: Fluid Phase Equilibria publishes high-quality papers dealing with experimental, theoretical, and applied research related to equilibrium and transport properties of fluids, solids, and interfaces. Subjects of interest include physical/phase and chemical equilibria; equilibrium and nonequilibrium thermophysical properties; fundamental thermodynamic relations; and stability. The systems central to the journal include pure substances and mixtures of organic and inorganic materials, including polymers, biochemicals, and surfactants with sufficient characterization of composition and purity for the results to be reproduced. Alloys are of interest only when thermodynamic studies are included, purely material studies will not be considered. In all cases, authors are expected to provide physical or chemical interpretations of the results. Experimental research can include measurements under all conditions of temperature, pressure, and composition, including critical and supercritical. Measurements are to be associated with systems and conditions of fundamental or applied interest, and may not be only a collection of routine data, such as physical property or solubility measurements at limited pressures and temperatures close to ambient, or surfactant studies focussed strictly on micellisation or micelle structure. Papers reporting common data must be accompanied by new physical insights and/or contemporary or new theory or techniques.
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