Density Sensitivity of Empirical Functionals
Suhwan Song, Stefan Vuckovic, Eunji Sim, Kieron Burke
Abstract
at varying bond lengths, where the standard fitting procedure misses the exact functional; Grimme's D3 fit to noncovalent interactions, which can be contaminated by large density errors such as in the WATER27 and B30 data sets; and double-hybrids trained on self-consistent densities, which can perform poorly on systems with density-driven errors. In these cases, more accurate results are found at no additional cost by using Hartree-Fock (HF) densities instead of self-consistent densities. For binding energies of small water clusters, errors are greatly reduced. Range-separated hybrids with 100% HF at large distances suffer much less from this effect.
Topics & Concepts
Density functional theoryRange (aeronautics)Statistical physicsSensitivity (control systems)Hybrid functionalPhysicsComputational physicsMaterials scienceQuantum mechanicsElectronic engineeringEngineeringComposite materialAdvanced Chemical Physics StudiesSpectroscopy and Quantum Chemical StudiesMachine Learning in Materials Science