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Title: Validation of Density Functionals for Adsorption Energies on Transition Metal Surfaces

Journal Article · · Journal of Chemical Theory and Computation

The quantitative prediction of adsorption energies of radicals and molecules on surfaces is essential for the design and understanding of heterogeneous catalytic processes. Here, a recent paper by Wellendorff et al. collected an experimental database of 39 reaction energies involving adsorption energies on transition metal surfaces that can be used as benchmarks for testing quantum mechanical electronic structure methods, and we compared the experimental data to Kohn–Sham density functional calculations with six exchange–correlation functionals. In this paper, we rearranged the data into two categories: open-shell radical adsorption reactions and closed-shell molecular adsorption reactions. We recalculated the adsorption energies with PBE, and we also calculated them with three functionals, M06-L, GAM, and MN15-L, that were not studied in the Wellendorff et al. paper; then we compared our results to the benchmark data. Of the nine functionals that have been compared to the databases, we find that BEEF-vdW, GAM, and RPBE perform best for the open-shell radical adsorption reactions, and MN15-L performs best for the closed-shell molecular adsorption, followed by BEEF-vdW and M06-L.

Research Organization:
Energy Frontier Research Centers (EFRC) (United States). Energy Frontier Research Center for Inorganometallic Catalyst Design (ICDC)
Sponsoring Organization:
USDOE Office of Science (SC), Basic Energy Sciences (BES)
Grant/Contract Number:
SC0012702
OSTI ID:
1388270
Journal Information:
Journal of Chemical Theory and Computation, Vol. 13, Issue 2; Related Information: ICDC partners with University of Minnesota(lead); Argonne National Laboratory; Clemson University; Dow Chemical Company; Northwestern University; Pacific Northwest National Laboratory; University of California Davis; University of Washington; ISSN 1549-9618
Publisher:
American Chemical SocietyCopyright Statement
Country of Publication:
United States
Language:
English
Citation Metrics:
Cited by: 39 works
Citation information provided by
Web of Science

References (25)

A benchmark database for adsorption bond energies to transition metal surfaces and comparison to selected DFT functionals journal October 2015
Self-Consistent Equations Including Exchange and Correlation Effects journal November 1965
Über eine Approximation des Hartree-Fockschen Potentials Durch eine Universelle Potentialfunktion journal April 1954
Accurate and simple analytic representation of the electron-gas correlation energy journal June 1992
Generalized Gradient Approximation Made Simple journal October 1996
Restoring the Density-Gradient Expansion for Exchange in Solids and Surfaces journal April 2008
Improved adsorption energetics within density-functional theory using revised Perdew-Burke-Ernzerhof functionals journal March 1999
Density functionals for surface science: Exchange-correlation model development with Bayesian error estimation journal June 2012
A new local density functional for main-group thermochemistry, transition metal bonding, thermochemical kinetics, and noncovalent interactions journal November 2006
Nonseparable exchange–correlation functional for molecules, including homogeneous catalysis involving transition metals journal January 2015
MN15-L: A New Local Exchange-Correlation Functional for Kohn–Sham Density Functional Theory with Broad Accuracy for Atoms, Molecules, and Solids journal February 2016
Ab initiomolecular dynamics for liquid metals journal January 1993
Ab initio molecular-dynamics simulation of the liquid-metal–amorphous-semiconductor transition in germanium journal May 1994
Projector augmented-wave method journal December 1994
From ultrasoft pseudopotentials to the projector augmented-wave method journal January 1999
Experimental Vibrational Zero-Point Energies: Diatomic Molecules journal June 2007
A simple and efficient CCSD(T)-F12 approximation journal December 2007
Simplified CCSD(T)-F12 methods: Theory and benchmarks journal February 2009
Gaussian basis sets for use in correlated molecular calculations. I. The atoms boron through neon and hydrogen journal January 1989
On the Spectroscopic and Thermochemical Properties of ClO, BrO, IO, and Their Anions journal December 2006
Effectiveness of Diffuse Basis Functions for Calculating Relative Energies by Density Functional Theory journal March 2003
Balanced basis sets of split valence, triple zeta valence and quadruple zeta valence quality for H to Rn: Design and assessment of accuracy journal January 2005
Systematically convergent basis sets with relativistic pseudopotentials. II. Small-core pseudopotentials and correlation consistent basis sets for the post- d group 16–18 elements journal December 2003
The Energy of Hydroxyl Coadsorbed with Water on Pt(111) journal October 2011
Improved lower bound on the indirect Coulomb energy journal March 1981

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Performance of density functionals for the structure and energetics of (M–O) 0,± (M=Al, Si, Sc–Zn) journal December 2018
Modelling pH and potential in dynamic structures of the water/Pt(111) interface on the atomic scale journal January 2017
Adsorption on transition metal surfaces: Transferability and accuracy of DFT using the ADS41 dataset journal July 2019
Computational Design of Functionalized Metal–Organic Framework Nodes for Catalysis journal December 2017