Litcius/Paper detail

A double-hybrid density functional based on good local physics with outstanding performance on the GMTKN55 database

Axel D. Becke, Golokesh Santra, Jan M. L. Martin

2023The Journal of Chemical Physics23 citationsDOI

Abstract

In two recent papers [A. D. Becke, J. Chem. Phys. 156, 214101 (2022) and A. D. Becke, J. Chem. Phys. 157, 234102 (2022)], we compared two Kohn-Sham density functionals based on physical modeling and theory with the best density-functional power-series fits in the literature. The best error statistics reported to date for a hybrid functional on the general main-group thermochemistry, kinetics, and noncovalent interactions (GMTKN55) chemical database of Goerigk et al. [Phys. Chem. Chem. Phys. 19, 32184 (2017)] were obtained. In the present work, additional second-order perturbation-theory terms are considered. The result is a 12-parameter double-hybrid density functional with the lowest GMTKN55 WTMAD2 "weighted total mean absolute deviation" error (1.76 kcal/mol) yet seen for any hybrid or double-hybrid density-functional approximation. We call it "DH23."

Topics & Concepts

Density functional theoryThermochemistryPerturbation theory (quantum mechanics)Hybrid functionalPhysicsStatistical physicsWork (physics)Orbital-free density functional theoryThermodynamicsComputational chemistryQuantum mechanicsChemistryAdvanced Chemical Physics StudiesMachine Learning in Materials ScienceCrystallography and molecular interactions
A double-hybrid density functional based on good local physics with outstanding performance on the GMTKN55 database | Litcius