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

2.4k citations

Showing 2014 · cond-mat.mtrl-sciShow all

14 papers · 2 filters

cond-mat.mtrl-sci2014★ 217 cited

Time-Domain Separation of Optical Properties From Structural Transitions in Resonantly Bonded Materials

Lutz Waldecker, Timothy A. Miller, Miquel Rude +6

The extreme electro-optical contrast between crystalline and amorphous states in phase change materials is routinely exploited in optical data storage and future applications inclu…

cond-mat.mtrl-sci2014★ 9 cited

Localization-dependent charge separation efficiency at an organic/inorganic hybrid interface

Laura Foglia, Lea Bogner, Martin Wolf +1

By combining complementary optical techniques, photoluminescence and time-resolved excited state absorption, we achieve a comprehensive picture of the relaxation processes in the o…

cond-mat.mtrl-sci2014★ 88 cited

Approaching ideal graphene: The structure of hydrogen-intercalated graphene on 6H-SiC(0001)

J. Sforzini, L. Nemec, T. Denig +9

We measure the adsorption height of hydrogen-intercalated quasi-free-standing monolayer graphene on the (0001) face of 6H silicon carbide by the normal incidence x-ray standing wav…

cond-mat.mtrl-sci2014★ 150 cited

Graphene-Passivated Nickel as an Oxidation-Resistant Electrode for Spintronics

Bruno Dlubak, Marie-Blandine Martin, Robert S. Weatherup +9

We report on graphene-passivated ferromagnetic electrodes (GPFE) for spin devices. GPFE are shown to act as spin-polarized oxidation-resistant electrodes. The direct coating of nic…

cond-mat.mtrl-sci2014★ 32 cited

A multi-scale approach to the electronic structure of doped semiconductor surfaces

Ofer Sinai, Oliver T. Hofmann, Patrick Rinke +3

The inclusion of the global effects of semiconductor doping poses a unique challenge for first-principles simulations, because the typically low concentration of dopants renders an…

cond-mat.mtrl-sci2014★ 54 cited

Ultrafast exciton formation at the ZnO(100) surface

J. -C. Deinert, D. Wegkamp, M. Meyer +3

We study the ultrafast quasiparticle dynamics in and below the ZnO conduction band using femtosecond time-resolved two-photon photoelectron spectroscopy. Above band gap excitation…

cond-mat.mtrl-sci2014★ 41 cited

Efficient ab initio schemes for finding thermodynamically stable and metastable atomic structures: Benchmark of cascade genetic algorithms

Saswata Bhattacharya, Sergey V. Levchenko, Luca M. Ghiringhelli +1

A first-principles based methodology for efficiently and accurately finding thermodynamically stable and metastable atomic structures is introduced and benchmarked. The approach is…

cond-mat.mtrl-sci2014★ 51 cited

First-Principles Description of Charge Transfer in Donor-Acceptor Compounds from Self-Consistent Many-Body Perturbation Theory

Fabio Caruso, Viktor Atalla, Xinguo Ren +3

We investigate charge transfer in prototypical molecular donor-acceptor compounds using hybrid density functional theory (DFT) and the GW approximation at the perturbative level (G…

cond-mat.mtrl-sci2014★ 6 cited

Inelastic X-ray scattering from valence electrons near absorption edges of FeTe and TiSe

B. Barbiellini, J. N. Hancock, C. Monney +4

We study resonant inelastic x-ray scattering (RIXS) peaks corresponding to low energy particle-hole excited states of metallic FeTe and semi-metallic TiSe for photon incident e…

cond-mat.mtrl-sci2014★ 1.6k cited

Germanene: a novel two-dimensional Germanium allotrope akin to Graphene and Silicene

M. E. Dávila, L. Xian, S. Cahangirov +2

Using a gold (111) surface as a substrate we have grown in situ by molecular beam epitaxy an atom-thin, ordered, two-dimensional multi-phase film. Its growth bears strong similarit…

cond-mat.mtrl-sci2014★ 78 cited

Understanding the origin of band gap formation in graphene on metals: graphene on Cu/Ir(111)

H. Vita, S. Boettcher, K. Horn +5

Understanding the nature of the interaction at the graphene/metal interfaces is the basis for graphene-based electron- and spin-transport devices. Here we investigate the hybridiza…

cond-mat.mtrl-sci2014★ 46 cited

Quantification of finite-temperature effects on adsorption geometries of -conjugated molecules

G. Mercurio, R. J. Maurer, W. Liu +8

The adsorption structure of the molecular switch azobenzene on Ag(111) is investigated by a combination of normal incidence x-ray standing waves and dispersion-corrected density fu…

cond-mat.mtrl-sci2014★ 190 cited

Insight into the description of van der Waals forces for benzene adsorption on transition metal (111) surfaces

Javier Carrasco, Wei Liu, Angelos Michaelides +1

Exploring the role of van der Waals (vdW) forces on the adsorption of molecules on extended metal surfaces has become possible in recent years thanks to exciting developments in de…

cond-mat.mtrl-sci2014★ 347 cited

Quantum Electrodynamical Density-Functional Theory: Bridging Quantum Optics and Electronic-Structure Theory

Michael Ruggenthaler, Johannes Flick, Camilla Pellegrini +3

In this work we give a comprehensive derivation of an exact and numerically feasible method to perform ab-initio calculations of quantum particles interacting with a quantized elec…