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Can Spin-Component Scaled MP2 Achieve kJ/mol Accuracy for Cohesive Energies of Molecular Crystals?

Yu Hsuan Liang, Hong‐Zhou Ye, Timothy C. Berkelbach

2023The Journal of Physical Chemistry Letters10 citationsDOI

Abstract

Attaining kJ/mol accuracy in cohesive energy for molecular crystals is a persistent challenge in computational materials science. In this study, we evaluate second-order Møller-Plesset perturbation theory (MP2) and its spin-component scaled models for calculating cohesive energies for 23 molecular crystals (X23 data set). Using periodic boundary conditions and Brillouin zone sampling, we converge results to the thermodynamic and complete basis set limits, achieving an accuracy of about 2 kJ/mol (0.5 kcal/mol), which is rarely achieved in previous MP2 calculations for molecular crystals. When compared to experimental data, our results have a mean absolute error of 12.9 kJ/mol, comparable to Density Functional Theory with the PBE functional and TS dispersion correction. By separately scaling the opposite-spin and same-spin correlation energy components, using predetermined parameters, we reduce the mean absolute error to 9.5 kJ/mol. Further fine-tuning of these scaling parameters specifically for the X23 data set brings the mean absolute error down to 7.5 kJ/mol.

Topics & Concepts

Mean absolute errorScalingBrillouin zoneError barPeriodic boundary conditionsPerturbation theory (quantum mechanics)Basis setThermodynamicsApproximation errorSpin (aerodynamics)Density functional theoryMolecular dynamicsChemistryMaterials scienceMolecular physicsStatistical physicsPhysicsBoundary value problemComputational chemistryMathematicsCondensed matter physicsMean squared errorQuantum mechanicsStatisticsAstrophysicsGeometryAdvanced Chemical Physics StudiesMachine Learning in Materials ScienceMolecular Junctions and Nanostructures
Can Spin-Component Scaled MP2 Achieve kJ/mol Accuracy for Cohesive Energies of Molecular Crystals? | Litcius