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

2.4k citations

Showing 2004Show all

12 papers · 1 filter

cond-mat.mtrl-sci2004★ 294 cited

Dissociation of O2 at Al(111): The Role of Spin Selection Rules

Joerg Behler, Bernard Delley, Soenke Lorenz +2

A most basic and puzzling enigma in surface science is the description of the dissociative adsorption of O2 at the (111) surface of Al. Already for the sticking curve alone, the di…

physics.bio-ph2004★ 162 cited

Noise-Induced Transition from Translational to Rotational Motion of Swarms

Udo Erdmann, Werner Ebeling, Alexander S. Mikhailov

We consider a model of active Brownian agents interacting via a harmonic attractive potential in a two-dimensional system in the presence of noise. By numerical simulations, we sho…

cond-mat.mtrl-sci2004★ 36 cited

Image states in metal clusters

Patrick Rinke, Kris Delaney, P. Garcia-Gonzalez +1

The existence of image states in small clusters is shown, using a quantum-mechanical many-body approach. We present image state energies and wave functions for spherical jellium cl…

cond-mat.other2004★ 219 cited

Describing static correlation in bond dissociation by Kohn-Sham density functional theory

M. Fuchs, Y. -M. Niquet, X. Gonze +1

We show that density functional theory within the RPA (random phase approximation for the exchange-correlation energy) provides a correct description of bond dissociation in H…

cond-mat.mtrl-sci2004★ 321 cited

The steady-state of heterogeneous catalysis, studied by first-principles statistical mechanics

Karsten Reuter, Daan Frenkel, Matthias Scheffler

The turn-over frequency of the catalytic oxidation of CO at RuO2(110) was calculated as function of temperature and partial pressures using ab initio statistical mechanics. The und…

cond-mat.stat-mech2004★ 27 cited

Quantum-Classical Limit of Quantum Correlation Functions

Alessandro Sergi, Raymond Kapral

A quantum-classical limit of the canonical equilibrium time correlation function for a quantum system is derived. The quantum-classical limit for the dynamics is obtained for quant…

physics.atom-ph2004★ 221 cited

Deceleration and electrostatic trapping of OH radicals

Sebastiaan Y. T. van de Meerakker, Paul H. M. Smeets, Nicolas Vanhaecke +2

A pulsed beam of ground state OH radicals is slowed down using a Stark decelerator and is subsequently loaded into an electrostatic trap. Characterization of the molecular beam pro…

cond-mat.other2004★ 165 cited

The role of the spin in quasiparticle interference

J. I. Pascual, G. Bihlmayer, Yu. M. Koroteev +8

Quasiparticle interference patterns measured by scanning tunneling microscopy (STM) can be used to study the local electronic structure of metal surfaces and high temperature super…

cond-mat.mtrl-sci2004★ 144 cited

Ab initio atomistic thermodynamics and statistical mechanics of surface properties and functions

Karsten Reuter, Catherine Stampfl, Matthias Scheffler

Previous and present "academic" research aiming at atomic scale understanding is mainly concerned with the study of individual molecular processes possibly underlying materials sci…

nlin.CD2004★ 40 cited

Controlling spatiotemporal chaos in oscillatory reaction-diffusion systems by time-delay autosynchronization

C. Beta, A. S. Mikhailov

Diffusion-induced turbulence in spatially extended oscillatory media near a supercritical Hopf bifurcation can be controlled by applying global time-delay autosynchronization. We c…

cond-mat.stat-mech2004★ 34 cited

Dynamical systems with time-dependent coupling: Clustering and critical behaviour

Damian H. Zanette, Alexander S. Mikhailov

We study the collective behaviour of an ensemble of coupled motile elements whose interactions depend on time and are alternatively attractive or repulsive. The evolution of intera…

cond-mat.dis-nn2004★ 107 cited

Entrainment of randomly coupled oscillator networks by a pacemaker

Hiroshi Kori, Alexander S. Mikhailov

Entrainment by a pacemaker, representing an element with a higher frequency, is numerically investigated for several classes of random networks which consist of identical phase osc…