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19922026
most citedFast and Accurate Modeling of Molecular Atomization Energies with Machine Learning

2.4k citations

Showing 1997Show all

19 papers · 1 filter

cond-mat.mtrl-sci1997★ 28 cited

Structure and dynamics of Rh surfaces

Jianjun Xie, Matthias Scheffler

Lattice relaxations, surface phonon spectra, surface energies, and work functions are calculated for Rh(100) and Rh(110) surfaces using density-functional theory and the full-poten…

cond-mat1997★ 46 cited

Ab initio calculation of the potential energy surface for the dissociation of H_2 on the sulfur covered Pd(100) surface

C. M. Wei, A. Gross, M. Scheffler

The presence of sulfur atoms on the Pd(100) surface is known to hinder the dissociative adsorption of hydrogen. Using density-functional theory and the full-potential linear augmen…

cond-mat1997★ 71 cited

Oxygen adsorption on the Ru (10 bar 1 0) surface: Anomalous coverage dependence

S. Schwegmann, A. P. Seitsonen, V. De Renzi +7

Oxygen adsorption onto Ru (10 bar 1 0) results in the formation of two ordered overlayers, i.e. a c(2 times 4)-2O and a (2 times 1)pg-2O phase, which were analyzed by low-energy el…

cond-mat.mtrl-sci1997★ 183 cited

Novel diffusion mechanism on the GaAs(001) surface: the role of adatom-dimer interaction

Alexander Kley, Paolo Ruggerone, Matthias Scheffler

Employing first principles total energy calculations we have studied the behavior of Ga and Al adatoms on the GaAs(001)-beta2 surface. The adsorption site and two relevant diffusio…

cond-mat.mtrl-sci1997★ 46 cited

Electronic and structural properties of vacancies on and below the GaP(110) surface

G. Schwarz, A. Kley, J. Neugebauer +1

We have performed total-energy density-functional calculations using first-principles pseudopotentials to determine the atomic and electronic structure of neutral surface and subsu…

cond-mat.mtrl-sci1997★ 47 cited

Errors in Hellmann-Feynman Forces due to occupation number broadening, and how they can be corrected

F. Wagner, Th. Laloyaux, M. Scheffler

In ab initio calculations of electronic structures, total energies, and forces, it is convenient and often even necessary to employ a broadening of the occupation numbers. If done…

cond-mat.mtrl-sci1997★ 4 cited

Study of Strain and Temperature Dependence of Metal Epitaxy

C. Ratsch, P. Ruggerone, M. Scheffler

Metallic films are important in catalysis, magneto-optic storage media, and interconnects in microelectronics, and it is crucial to predict and control their morphologies. The evol…

cond-mat.mtrl-sci1997★ 213 cited

Pseudopotential study of binding properties of solids within generalized gradient approximations: The role of core-valence exchange-correlation

Martin Fuchs, Michel Bockstedte, Eckhard Pehlke +1

In ab initio pseudopotential calculations within density-functional theory the nonlinear exchange-correlation interaction between valence and core electrons is often treated linear…

adap-org1997★ 2 cited

Coherence and clustering in ensembles of neural networks

D. H. Zanette, A. S. Mikhailov

Large ensembles of globally coupled chaotic neural networks undergo a transition to complete synchronization for high coupling intensities. The onset of this fully coherent behavio…

adap-org1997★ 84 cited

Condensation in Globally Coupled Populations of Chaotic Dynamical Systems

D. H. Zanette, A. S. Mikhailov

The condensation transition, leading to complete mutual synchronization in large populations of globally coupled chaotic Roessler oscillators, is investigated. Statistical properti…

cond-mat1997★ 666 cited

Density-functional theory calculations for poly-atomic systems: Electronic structure, static and elastic properties and ab initio molecular dynamics

Michel Bockstedte, Alexander Kley, Joerg Neugebauer +1

The package "fhi96md" is an efficient code to perform density-functional theory total-energy calculations for materials ranging from insulators to transition metals. The package em…

cond-mat.mtrl-sci1997★ 93 cited

Island morphology and adatom self-diffusion on Pt(111)

Ghyslain Boisvert, Laurent J. Lewis, Matthias Scheffler

The results of a density-functional-theory study of the formation energies of (100)- and (111)-faceted steps on the Pt(111) surface, as well as of the barrier for diffusion of an a…

cond-mat.mtrl-sci1997★ 170 cited

Ab initio Quantum and ab initio Molecular Dynamics of the Dissociative Adsorption of Hydrogen on Pd(100)

Axel Gross, Matthias Scheffler

The dissociative adsorption of hydrogen on Pd(100) has been studied by ab initio quantum dynamics and ab initio molecular dynamics calculations. Treating all hydrogen degrees of fr…

cond-mat1997★ 103 cited

Clean and As-covered zinc-blende GaN (001) surfaces: Novel surface structures and surfactant behavior

Joerg Neugebauer, Tosja Zywietz, Matthias Scheffler +2

We have investigated clean and As-covered zinc-blende GaN (001) surfaces, employing first-principles total-energy calculations. For clean GaN surfaces our results reveal a novel su…

cond-mat.mtrl-sci1997★ 31 cited

Adlayer core-level shifts of random metal overlayers on transition-metal substrates

M. V. Ganduglia-Pirovano, J. Kudrnovsky, M. Scheffler

We calculate the difference of the ionization energies of a core-electron of a surface alloy, i.e., a B-atom in a A_(1-x) B_x overlayer on a fcc-B(001)-substrate, and a core-electr…

cond-mat.mtrl-sci1997★ 70 cited

Surface relaxation and ferromagnetism of Rh(001)

Jun-Hyung Cho, Matthias Scheffler

The significant discrepancy between first-principles calculations and experimental analyses for the relaxation of the (001) surface of rhodium has been a puzzle for some years. In…

cond-mat.mtrl-sci1997★ 129 cited

Anomalous Behavior of Ru for Catalytic Oxidation: A Theoretical Study of the Catalytic Reaction CO + 1/2 O_2 --> CO_2

C. Stampfl, M. Scheffler

Recent experiments revealed an anomalous dependence of carbon monoxide oxidation at Ru(0001) on oxygen pressure and a particularly high reaction rate. Below we report density funct…

cond-mat1997

Steering and ro-vibrational effects in the dissociative adsorption and associative desorption of H_2/Pd(100)

Axel Gross, Matthias Scheffler

The interaction of hydrogen with many transition metal surfaces is characterized by a coexistence of activated with non-activated paths to adsorption with a broad distribution of b…

cond-mat.mtrl-sci1997★ 185 cited

Strain-Dependence of Surface Diffusion: Ag on Ag(111) and Pt(111)

C. Ratsch, A. P. Seitsonen, M. Scheffler

Using density-functional theory with the local-density approximation and the generalized gradient approximation we compute the energy barriers for surface diffusion for Ag on Pt(11…