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

2.4k citations

Showing 2003Show all

16 papers · 1 filter

physics.atom-ph2003★ 182 cited

Slowing heavy, ground-state molecules using an alternating gradient decelerator

M. R. Tarbutt, H. L. Bethlem, J. J. Hudson +5

Cold supersonic beams of molecules can be slowed down using a switched sequence of electrostatic field gradients. The energy to be removed is proportional to the mass of the molecu…

cond-mat.mtrl-sci2003★ 222 cited

Kinetic hindrance during the initial oxidation of Pd(100) at ambient pressures

E. Lundgren, A. Stierle, M. Todorova +7

The oxidation of the Pd(100) surface at oxygen pressures in the 10^-6 to 10^3 mbar range and temperatures up to 1000 K has been studied in-situ by surface x-ray diffraction (SXRD).…

nlin.PS2003★ 9 cited

Nonequilibrium orientational patterns in two-component Langmuir monolayers

Ramon Reigada, Alexander S. Mikhailov, Francesc Sagues

A model of a phase-separating two-component Langmuir monolayer in the presence of a photo-induced reaction interconvering two components is formulated. An interplay between phase s…

cond-mat.mtrl-sci2003★ 236 cited

On the thermodynamic stability of PdO surfaces

Jutta Rogal, Karsten Reuter, Matthias Scheffler

As a first step towards understanding the morphology of PdO crystals we performed a systematic full-potential density-functional theory study of all possible 1 x 1 terminations of…

cond-mat.mtrl-sci2003★ 85 cited

Electronic structure and dynamics of optically excited single-wall carbon nanotubes

A. Hagen, G. Moos, V. Talalaev +2

We have studied the electronic structure and charge-carrier dynamics of individual single-wall carbon nanotubes (SWNTs) and nanotube ropes using optical and electron-spectroscopic…

cond-mat.mtrl-sci2003★ 1.1k cited

The interlayer cohesive energy of graphite from thermal desorption of polyaromatic hydrocarbons

Renju Zacharia, Hendrik Ulbricht, Tobias Hertel

We have studied the interaction of polyaromatic hydrocarbons (PAHs) with the basal plane of graphite using thermal desorption spectroscopy. Desorption kinetics of benzene, naphthal…

cond-mat.stat-mech2003★ 20 cited

Dynamical clustering in oscillator ensembles with time-dependent interactions

Damian H. Zanette, Alexander S. Mikhailov

We consider an ensemble of coupled oscillators whose individual states, in addition to the phase, are characterized by an internal variable with autonomous evolution. The time scal…

cond-mat.mtrl-sci2003★ 92 cited

Tight-binding study of the influence of the strain on the electronic properties of InAs/GaAs quantum dots

R. Santoprete, Belita Koiller, R. B. Capaz +3

We present an atomistic investigation of the influence of strain on the electronic properties of quantum dots (QD's) within the empirical tight-binding (ETB) model…

cond-mat.mtrl-sci2003★ 209 cited

Insights into the function of silver as an oxidation catalyst by ab initio, atomistic thermodynamics

Wei-Xue Li, Catherine Stampfl, Matthias Scheffler

To help understand the high activity of silver as an oxidation catalyst, e.g., for the oxidation of ethylene to epoxide and the dehydrogenation of methanol to formaldehyde, the int…

cond-mat.mtrl-sci2003★ 215 cited

Why is a noble metal catalytically active? The role of the O-Ag interaction in the function of silver as an oxidation catalyst

Wei-Xue Li, Catherine Stampfl, Matthias Scheffler

Extensive density-functional theory calculations, and taking into account temperature and pressure, affords a comprehensive picture of the behavior and interaction of oxygen and Ag…

cond-mat.mtrl-sci2003★ 117 cited

Oxide formation at the surface of late 4d transition metals: Insights from first-principles atomistic thermodynamics

Karsten Reuter, Matthias Scheffler

Using density-functional theory we assess the stability of bulk and surface oxides of the late 4d transition metals in a ``constrained equilibrium'' with a gas phase formed of O2 a…

cond-mat.mtrl-sci2003★ 155 cited

Gallium adsorption on (0001) GaN surfaces

C. Adelmann, J. Brault, G. Mula +3

We study the adsorption behavior of Ga on (0001) GaN surfaces combining experimental specular reflection high-energy electron diffraction with theoretical investigations in the fra…

cond-mat.mtrl-sci2003★ 215 cited

The Pd(100)-(SQRT(5) x SQRT(5) R27^o)-O surface oxide revisited

M. Todorova, E. Lundgren, V. Blum +8

Combining high-resolution core-level spectroscopy (HRCLS), scanning tunneling microscopy (STM) and density-functional theory (DFT) calculations we reanalyze the Pd(100)-(SQRT(5) x…

cond-mat.mtrl-sci2003★ 158 cited

Sub-surface Oxygen and Surface Oxide Formation at Ag(111): A Density-functional Theory Investigation

Wei-Xue Li, Catherine Stampfl, Matthias Scheffler

To help provide insight into the remarkable catalytic behavior of the oxygen/silver system for heterogeneous oxidation reactions, purely sub-surface oxygen, and structures involvin…

cond-mat.mtrl-sci2003★ 152 cited

Effect of a humid environment on the surface structure of RuO2(110)

Qiang Sun, Karsten Reuter, Matthias Scheffler

Combining density-functional theory and thermodynamics we compute the phase diagram of surface structures of rutile RuO2 (110) in equilibrium with water vapor in the complete range…

cond-mat.mtrl-sci2003★ 506 cited

Composition and structure of the RuO2(110) surface in an O2 and CO environment: implications for the catalytic formation of CO2

Karsten Reuter, Matthias Scheffler

The phase diagram of surface structures for the model catalyst RuO2(110) in contact with a gas environment of O2 and CO is calculated by density-functional theory and atomistic the…