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

2.4k citations

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39 papers · 1 filter

physics.chem-ph2013★ 15 cited

Topology of surfaces for molecular Stark energy, alignment and orientation generated by combined permanent and induced electric dipole interactions

Burkhard Schmidt, Bretislav Friedrich

We show that combined permanent and induced electric dipole interactions of polar and polarizable molecules with collinear electric fields lead to a sui generis topology of the cor…

cond-mat.stat-mech2013★ 5 cited

Advection of passive particles over flow networks

Shigefumi Hata, Hiroya Nakao, Alexander S. Mikhailov

The problem of stochastic advection of passive particles by circulating conserved flows on networks is formulated and investigated. The particles undergo transitions between the no…

physics.chem-ph2013★ 658 cited

Long-range correlation energy calculated from coupled atomic response functions

Alberto Ambrosetti, Anthony M. Reilly, Robert A. DiStasio +1

An accurate determination of the electron correlation energy is essential for describing the structure, stability, and function in a wide variety of systems, ranging from gas-phase…

cond-mat.mtrl-sci2013★ 23 cited

Local-field effects on the plasmon dispersion of two-dimensional transition metal dichalcogenides

Pierluigi Cudazzo, Matteo Gatti, Angel Rubio

Two-dimensional transition-metal dichalcogenides (TMDs) are gaining increasing attention as alternative to graphene for their very high potential in optoelectronics applications. H…

cond-mat.str-el2013★ 52 cited

Charge-orbital-lattice coupling effects in the dd-excitation profile of one dimensional cuprates

J. J. Lee, B. Moritz, W. S. Lee +12

We identify dd-excitations in the quasi-one dimensional compound CaYCuO using resonant inelastic x-ray scattering. By tuning across the Cu L-edge, we observe…

cond-mat.other2013★ 35 cited

The time-dependent exchange-correlation functional for a Hubbard dimer: quantifying non-adiabatic effect

Johanna I. Fuks, Mehdi Farzanehpour, Ilya V. Tokatly +3

We address and quantify the role of non-adiabaticity ("memory effects") in the exchange-correlation (xc) functional of time-dependent density functional theory (TDDFT) for describi…

physics.atom-ph2013★ 11 cited

Imaging Cold Molecules on a Chip

S. Marx, D. Adu Smith, M. J. Abel +3

We present the integrated imaging of cold molecules in a microchip environment. The on-chip de- tection is based on REMPI, which is quantum-state-selective and generally applicable…

q-bio.BM2013

Computational biology approach to uncover hepatitis C virus helicase operation

Holger Flechsig

Hepatitis C virus helicase is a molecular motor that splits nucleic acid duplex structures during viral replication, therefore representing a promising target for antiviral treatme…

cond-mat.mtrl-sci2013★ 110 cited

Localized excited charge carriers generate ultrafast inhomogeneous strain in the multiferroic BiFeO

D. Schick, M. Herzog, H. Wen +7

We apply ultrafast X-ray diffraction with femtosecond temporal resolution to monitor the lattice dynamics in a thin film of multiferroic BiFeO after above-bandgap photoexcitati…

nlin.PS2013★ 1 cited

Dispersal-induced destabilization of metapopulations and oscillatory Turing patterns in ecological networks

Shigefumi Hata, Hiroya Nakao, Alexander S. Mikhailov

As proposed by Alan Turing in 1952 as a ubiquitous mechanism for nonequilibrium pattern formation, diffusional effects may destabilize uniform distributions of reacting chemical sp…

cond-mat.mtrl-sci2013★ 67 cited

Interface dipoles of organic molecules on Ag(111) in hybrid density-functional theory

Oliver T. Hofmann, Viktor Atalla, Nikolaj Moll +2

We investigate the molecular acceptors 3,4,9,10-perylene-tetracarboxylic acid dianhydride (PTCDA), 2,3,5,6-tetra uoro-7,7,8,8-tetracyanoquinodimethane (F4TCNQ), and 4,5,9,10-pyrene…

cond-mat.mtrl-sci2013★ 26 cited

Efficient Gate-tunable light-emitting device made of defective boron nitride nanotubes: from ultraviolet to the visible

Claudio Attaccalite, Ludger Wirtz, Andrea Marini +1

Boron nitride is a promising material for nanotechnology applications due to its two-dimensional graphene-like, insulating, and highly-resistant structure. Recently it has received…

quant-ph2013★ 8 cited

Reduced purities as measures of decoherence in many-electron systems

Ignacio Franco, Heiko Appel

A hierarchy of measures of decoherence for many-electron systems that is based on the purity and the hierarchy of reduced electronic density matrices is presented. These reduced pu…

physics.atm-clus2013★ 35 cited

CMISTARK: Python package for the Stark-effect calculation and symmetry classification of linear, symmetric and asymmetric top wavefunctions in dc electric fields

Yuan-Pin Chang, Frank Filsinger, Boris G. Sartakov +1

The Controlled Molecule Imaging group (CMI) at the Center for Free Electron Laser Science (CFEL) has developed the CMIstark software to calculate, view, and analyze the energy leve…

cond-mat.str-el2013★ 72 cited

Pressure dependent relaxation in the photo-excited Mott insulator ETF2TCNQ: Influence of hopping and correlations on quasiparticle recombination rates

M. Mitrano, G. Cotugno, S. R. Clark +12

Femtosecond relaxation of photo-excited quasiparticles in the one dimensional Mott insulator ET-F2TCNQ are measured as a function of external pressure, which is used to tune the el…

cond-mat.str-el2013★ 34 cited

Femtosecond dynamics of magnetic excitations from resonant inelastic x-ray scattering in CaCu2O3

Valentina Bisogni, Stefanos Kourtis, Claude Monney +10

Taking spinon excitations in the quantum antiferromagnet CaCu2O3 as an example, we demonstrate that femtosecond dynamics of magnetic excitations can be probed by direct resonant in…

physics.atom-ph2013★ 272 cited

X-ray diffraction from isolated and strongly aligned gas-phase molecules with a free-electron laser

Jochen Küpper, Stephan Stern, Lotte Holmegaard +52

We report experimental results on x-ray diffraction of quantum-state-selected and strongly aligned ensembles of the prototypical asymmetric rotor molecule 2,5-diiodobenzonitrile us…

cond-mat.mtrl-sci2013★ 136 cited

On the Accuracy of van der Waals Inclusive Density-Functional Theory Exchange-Correlation Functionals for Ice at Ambient and High Pressures

Biswajit Santra, Jiří Klimeš, Alexandre Tkatchenko +5

Density-functional theory (DFT) has been widely used to study water and ice for at least 20 years. However, the reliability of different DFT exchange-correlation (xc) functionals f…

physics.optics2013★ 1 cited

Sub-cycle control of terahertz waveform polarization using all-optically induced transient metamaterials

N. Kamaraju, Andrea Rubano, Linke Jian +6

Coherent radiation with frequencies ranging from 0.3 to 30 THz has recently become accessible by femtosecond laser technology. Terahertz (THz) waves have already found many applica…

cond-mat.mtrl-sci2013★ 77 cited

Space Charge Transfer in Hybrid Inorganic/Organic Systems

Yong Xu, Oliver T. Hofmann, Raphael Schlesinger +9

We discuss density functional theory calculations of hybrid inorganic/organic systems (HIOS) that explicitly include the global effects of doping (i.e. position of the Fermi level)…

physics.chem-ph2013★ 140 cited

Orbital-free Bond Breaking via Machine Learning

John C. Snyder, Matthias Rupp, Katja Hansen +3

Machine learning is used to approximate the kinetic energy of one dimensional diatomics as a functional of the electron density. The functional can accurately dissociate a diatomic…

physics.chem-ph2013★ 635 cited

Machine Learning of Molecular Electronic Properties in Chemical Compound Space

Grégoire Montavon, Matthias Rupp, Vivekanand Gobre +5

The combination of modern scientific computing with electronic structure theory can lead to an unprecedented amount of data amenable to intelligent data analysis for the identifica…

cond-mat.mtrl-sci2013

Concentration of Vacancies at Metal Oxide Surfaces: Case Study of MgO (100)

Norina A. Richter, Sabrina Sicolo, Sergey V. Levchenko +2

We investigate effects of doping on formation energy and concentration of oxygen vacancies at a metal oxide surface, using MgO (100) as an example. Our approach employs density-fun…

cond-mat.mtrl-sci2013★ 45 cited

Thermodynamic equilibrium conditions of graphene films on SiC

Lydia Nemec, Volker Blum, Patrick Rinke +1

First-principles surface phase diagrams reveal that epitaxial monolayer graphene films on the Si side of 3C-SiC(111) can exist as thermodynamically stable phases in a narrow range…