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Quantum chemical calculations for over 200,000 organic radical species and 40,000 associated closed-shell molecules

Peter C. St. John, Yanfei Guan, Yeonjoon Kim, Brian D. Etz, Seonah Kim, Robert S. Paton

2020Scientific Data142 citationsDOIOpen Access PDF

Abstract

The stabilities of radicals play a central role in determining the thermodynamics and kinetics of many reactions in organic chemistry. In this data descriptor, we provide consistent and validated quantum chemical calculations for over 200,000 organic radical species and 40,000 associated closed-shell molecules containing C, H, N and O atoms. These data consist of optimized 3D geometries, enthalpies, Gibbs free energy, vibrational frequencies, Mulliken charges and spin densities calculated at the M06-2X/def2-TZVP level of theory, which was previously found to have a favorable trade-off between experimental accuracy and computational efficiency. We expect this data to be useful in the further development of machine learning techniques to predict reaction pathways, bond strengths, and other phenomena closely related to organic radical chemistry.

Topics & Concepts

Open shellRadicalQuantum chemistryMoleculeChemistryGibbs free energyComputational chemistryQuantum chemicalChemical thermodynamicsPhysical chemistryThermodynamicsPhysicsOrganic chemistryNon-equilibrium thermodynamicsSupramolecular chemistryMachine Learning in Materials ScienceAdvanced Chemical Physics StudiesCatalysis and Oxidation Reactions
Quantum chemical calculations for over 200,000 organic radical species and 40,000 associated closed-shell molecules | Litcius