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 mol 1 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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Publication Details

Journal
Fluid Phase Equilibria
Published
2024-10-16
DOI
https://doi.org/10.1016/j.fluid.2024.114250
Citations
24
Primary Topic
Free Radicals and Antioxidants
Type
article
Field-Weighted Citation Impact
6.00
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article

Predicting solvation free energies for neutral molecules in any solvent with openCOSMO-RS

Irina V. Smirnova, Miquel García‐Ratés, Christoph Riplinger, Kai Leonhard et al.
24 citations
Fluid Phase Equilibria
Free Radicals and Antioxidants
6.00
article

Predicting solvation free energies for neutral molecules in any solvent with openCOSMO-RS

Irina V. Smirnova, Miquel García‐Ratés, Christoph Riplinger, Kai Leonhard, Thomas Nevolianis, Simon Müller
article en
24 citations

Abstract

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 mol 1 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.

Fluid Phase EquilibriaVol. 589
TH Köln - University of Applied Sciences (DE), Universität Hamburg (DE), Hamburg University of Technology (DE), RWTH Aachen University (DE)
Affordable and clean energy
Openalex Percentile: Top 3%
Free Radicals and Antioxidants
6.00
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Predicting solvation free energies for neutral molecules in any solvent with openCOSMO-RS — Irina V. Smirnova, Miquel García‐Ratés, et al. · Fluid Phase Equilibria (2024) | TGRS Research Map | TGRS