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most citedFast and Accurate Modeling of Molecular Atomization Energies with Machine Learning

2.4k citations

Showing 2007 · cond-mat.mtrl-sciShow all

17 papers · 2 filters

cond-mat.mtrl-sci2007★ 52 cited

First-principles investigation of Ag-Cu alloy surfaces in an oxidizing environment

Simone Piccinin, Catherine Stampfl, Matthias Scheffler

In this paper we investigate by means of first-principles density functional theory calculations the (111) surface of the Ag-Cu alloy under varying conditions of pressure of the su…

cond-mat.mtrl-sci2007★ 45 cited

Effect of surface nanostructure on temperature programmed reaction spectroscopy: First-principles kinetic Monte Carlo simulations of CO oxidation at RuO2(110)

Michael Rieger, Jutta Rogal, Karsten Reuter

Using the catalytic CO oxidation at RuO2(110) as a showcase, we employ first-principles kinetic Monte Carlo simulations to illustrate the intricate effects on temperature programme…

cond-mat.mtrl-sci2007★ 170 cited

Morphology of graphene thin film growth on SiC(0001)

Taisuke Ohta, Farid El Gabaly, Aaron Bostwick +6

Epitaxial films of graphene on SiC(0001) are interesting from a basic physics as well as applications-oriented point of view. Here we study the emerging morphology of in-vacuo prep…

cond-mat.mtrl-sci2007★ 232 cited

On how good DFT exchange-correlation functionals are for H bonds in small water clusters: Benchmarks approaching the complete basis set limit

Biswajit Santra, Angelos Michaelides, Matthias Scheffler

The ability of several density-functional theory (DFT) exchange-correlation functionals to describe hydrogen bonds in small water clusters (dimer to pentamer) in their global minim…

cond-mat.mtrl-sci2007★ 64 cited

Ultrathin oxides: bulk-oxide-like model surfaces or unique films?

Christoph Freysoldt, Patrick Rinke, Matthias Scheffler

To better understand the electronic and chemical properties of wide-gap oxide surfaces at the atomic scale, experimental work has focused on epitaxial films on metal substrates. Re…

cond-mat.mtrl-sci2007★ 49 cited

Polarized emission lines from A- and B-type excitonic complexes in single InGaN/GaN quantum dots

M. Winkelnkemper, R. Seguin, S. Rodt +5

Cathodoluminescence measurements on single InGaN/GaN quantum dots (QDs) are reported. Complex spectra with up to five emission lines per QD are observed. The lines are polarized al…

cond-mat.mtrl-sci2007★ 9 cited

Towards an exact treatment of exchange and correlation in materials: Application to the "CO adsorption puzzle" and other systems

Qing-Miao Hu, Karsten Reuter, Matthias Scheffler

It is shown that the errors of present-day exchange-correlation (xc) functionals are rather short ranged. For extended systems the correction can therefore be evaluated by analyzin…

cond-mat.mtrl-sci2007★ 134 cited

Non-adiabatic Effects in the Dissociation of Oxygen Molecules at the Al(111) Surface

Jorg Behler, Karten Reuter, Matthias Scheffler

The measured low initial sticking probability of oxygen molecules at the Al(111) surface that had puzzled the field for many years was recently explained in a non-adiabatic picture…

cond-mat.mtrl-sci2007

Orbital currents in the Colle-Salvetti correlation energy functional and the degeneracy problem

S. Pittalis, S. Kurth, S. Sharma +1

Popular density functionals for the exchange-correlation energy typically fail to reproduce the degeneracy of different ground states of open-shell atoms. As a remedy, functionals…

cond-mat.mtrl-sci2007★ 32 cited

Comparison of exact-exchange calculations for solids in current-spin-density- and spin-density-functional theory

S. Sharma, S. Pittalis, S. Kurth +3

The relative merits of current-spin-density- and spin-density-functional theory are investigated for solids treated within the exact-exchange-only approximation. Spin-orbit splitti…

cond-mat.mtrl-sci2007★ 39 cited

Role of the electric field in surface electron dynamics above the vacuum level

J. I. Pascual, C. Corriol, G. Ceballos +6

Scanning tunneling spectroscopy (STS) is used to study the dynamics of hot electrons trapped on a Cu(100) surface in field emission resonances (FER) above the vacuum level. Differe…

cond-mat.mtrl-sci2007★ 155 cited

Representing molecule-surface interactions with symmetry-adapted neural networks

Jorg Behler, Sonke Lorenz, Karsten Reuter

The accurate description of molecule-surface interactions requires a detailed knowledge of the underlying potential-energy surface (PES). Recently, neural networks (NNs) have been…

cond-mat.mtrl-sci2007★ 77 cited

Density-functional theory study of half-metallic heterostructures: interstitial Mn in Si

Hua Wu, Peter Kratzer, Matthias Scheffler

Using density-functional theory within the generalized gradient approximation, we show that Si-based heterostructures with 1/4 layer -doping of {\em interstitial} Mn (Mn$_{\math…

cond-mat.mtrl-sci2007★ 59 cited

Vertex corrections in localized and extended systems

Andrew J. Morris, Martin Stankovski, Kris T. Delaney +3

Within many-body perturbation theory we apply vertex corrections to various closed-shell atoms and to jellium, using a local approximation for the vertex consistent with starting t…

cond-mat.mtrl-sci2007★ 128 cited

CO oxidation at Pd(100): A first-principles constrained thermodynamics study

Jutta Rogal, Karsten Reuter, Matthias Scheffler

The possible formation of oxides or thin oxide films (surface oxides) on late transition metal surfaces is recently being recognized as an essential ingredient when aiming to under…

cond-mat.mtrl-sci2007★ 88 cited

On the accuracy of first-principles lateral interactions: Oxygen at Pd(100)

Yongsheng Zhang, Volker Blum, Karsten Reuter

We employ a first-principles lattice-gas Hamiltonian (LGH) approach to determine the lateral interactions between O atoms adsorbed on the Pd(100) surface. With these interactions w…

cond-mat.mtrl-sci2007★ 66 cited

Control of fine-structure splitting and excitonic binding energies in selected individual InAs/GaAs quantum dots

R. Seguin, A. Schliwa, T. D. Germann +8

A systematic study of the impact of annealing on the electronic properties of single InAs/GaAs quantum dots (QDs) is presented. Single QD cathodoluminescence spectra are recorded t…