News & Analysis
/
Article

Study of stretched H2 reveals new class of error in density functional theory

MAR 15, 2019
Poor spin density localization in elongated single bonds can lead to qualitative failure in predicting properties such as static polarizability and force constants.

DOI: 10.1063/1.5095843

Study of stretched H<sub >2</sub> reveals new class of error in density functional theory internal name

Study of stretched H2 reveals new class of error in density functional theory lead image

The computational limitations for exactly solving the Schrödinger wave equation has led to widespread use of Kohn-Sham density functional theory (KS-DFT) for calculation of energies and properties of chemical systems. Existing approximate functionals used in KS-DFT, however, contain errors with delocalization and strong correlation, which can lead to systematic failures. A new investigation of the molecular properties of stretched H2 molecules has uncovered a new type of error that can occur when using some functionals.

The paper reports a new class of density functional theory errors caused by the inadequate localization of spin density in elongated single bonds. This type of error, which can appear in both empirically fitted and non-empirically constrained functionals, can cause qualitative failure in predicting second derivative molecular properties such as static polarizability and force constants.

“This discovery was enabled by use of molecular properties as an effective magnifying glass, which revealed that many methods predict catastrophically or qualitatively incorrect behavior for highly stretched bonds,” said Diptarka Hait, an author on the paper.

While methods such as unrestricted Hartree-Fock and PBE0 provided reasonable behavior for the stretched H2 system, other widely used approximations like B97-D and TPSS yielded physically impossible static polarizabilities and force constants. Several functionals also predicted an unphysical barrier for association of two hydrogen atoms to bond together.

Hait hopes the group’s work will encourage further discussion about balancing empirical data with non-empirical constraints for functional development, as well as stimulate work for mitigating this type of error.

Source: “Well-behaved versus ill-behaved density functionals for single bond dissociation: Separating success from disaster functional by functional for stretched H2,” by Diptarka Hait, Adam Rettig, and Martin Head-Gordon, The Journal of Chemical Physics (2019). The article can be accessed at https://doi.org/10.1063/1.5080122 .

Related Topics
More Science
/
Article
A method combines experiment and simulation to evaluate the performance of gold-coated nanopipettes, which can be applied to investigate electrochemical and biological systems.
/
Article
Using rheology to sort post-consumer plastics into their most appropriate applications can increase recyclability.
/
Article
Understanding machine learning modifies cold atmospheric plasma medicine delivery in cancer treatments without being trained on detailed plasma parameters.
/
Article
Particle dynamics approach offers faster and more comprehensive analysis of spiral defect chaotic systems and interventions for atrial fibrilliation.