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

2.4k citations

Showing 2019Show all

40 papers · 1 filter

cond-mat.mtrl-sci2019★ 119 cited

Theory of the special displacement method for electronic structure calculations at finite temperature

Marios Zacharias, Feliciano Giustino

Calculations of electronic and optical properties of solids at finite temperature including electron-phonon interactions and quantum zero-point renormalization have enjoyed conside…

physics.atom-ph2019★ 31 cited

Multiple photodetachment of carbon anions via single and double core-hole creation

A. Perry-Sassmannshausen, T. Buhr, A. Borovik +8

We report on new measurements of m-fold photodetachment (m=2-5) of carbon anions via K-shell excitation and ionization. The experiments were carried out employing the photon-ion me…

physics.atom-ph2019★ 6 cited

coefficients for interacting Rydberg atoms and alkali-metal dimers

Vanessa Olaya, Jesús Pérez-Ríos, Felipe Herrera

We study the van der Waals interaction between Rydberg alkali-metal atoms with fine structure (; ) and heteronuclear alkali-metal dimers in the ground rovibrationa…

cond-mat.mtrl-sci2019★ 146 cited

Artifcial-intelligence-driven discovery of catalyst \textit{genes} with application to CO2 activation on semiconductor oxides

Aliaksei Mazheika, Yanggang Wang, Rosendo Valero +5

Catalytic-materials design requires predictive modeling of the interaction between catalyst and reactants. This is challenging due to the complexity and diversity of structure-prop…

physics.chem-ph2019★ 4 cited

On the -doubling in the B state of TlF

Gerard Meijer, Boris G. Sartakov

Thallium monofluoride (TlF) is a prime candidate molecule for precision measurements aimed at discovering new physics. Optical cycling on the B X transition around 271…

cond-mat.mtrl-sci2019★ 4 cited

Photoexcited organic molecules to highly efficient autoionization

Sesha Vempati, Lea Bogner, Clemens Richter +4

The conversion of optical and electrical energy in novel materials is key to modern optoelectronic and light-harvesting applications. Here, we investigate the equilibration dynamic…

cond-mat.mtrl-sci2019★ 6 cited

Interface-related magnetic and vibrational properties in Fe/MgO heterostructures from nuclear resonant spectroscopy and first-principles calculations

Benedikt Eggert, Markus E. Gruner, Katharina Ollefs +11

We combine Fe Mössbauer spectroscopy and Fe nuclear resonant inelastic x-ray scattering (NRIXS) in nanoscale polycrystalline [bcc-Fe/MgO] multilayers with vari…

physics.atom-ph2019★ 43 cited

Kinematically complete experimental study of Compton scattering at helium atoms near the ionization threshold

Max Kircher, Florian Trinter, Sven Grundmann +15

Compton scattering is one of the fundamental interaction processes of light with matter. Already upon its discovery [1] it was described as a billiard-type collision of a photon ki…

physics.chem-ph2019★ 12 cited

Construction of Machine Learned Force Fields with Quantum Chemical Accuracy: Applications and Chemical Insights

Huziel E. Sauceda, Stefan Chmiela, Igor Poltavsky +2

Highly accurate force fields are a mandatory requirement to generate predictive simulations. Here we present the path for the construction of machine learned molecular force fields…

cond-mat.mtrl-sci2019★ 9 cited

Impact of electron solvation on ice structures at the molecular scale

Cord Bertram, Philipp Auburger, Michel Bockstedte +3

We determine the impact of electron solvation on DO structures adsorbed on Cu(111) with low temperature scanning tunneling microscopy, two-photon photoemission, and ab initio t…

physics.data-an2019★ 21 cited

An open-source, end-to-end workflow for multidimensional photoemission spectroscopy

Rui Patrick Xian, Yves Acremann, Steinn Ymir Agustsson +15

Characterization of the electronic band structure of solid state materials is routinely performed using photoemission spectroscopy. Recent advancements in short-wavelength light so…

nlin.AO2019★ 21 cited

Diffusion in crowded colloids of particles cyclically changing their shapes

Yuki Koyano, Hiroyuki Kitahata, Alexander S. Mikhailov

A simple model of an active colloid consisting of dumbbell-shaped particles that cyclically change their length without propelling themselves is proposed and analyzed. At nanoscale…

cond-mat.mtrl-sci2019★ 121 cited

Evidence of large polarons in photoemission band mapping of the perovskite semiconductor CsPbBr

M. Puppin, S. Polishchuk, N. Colonna +16

Lead-halide perovskite (LHP) semiconductors are emergent optoelectronic materials with outstanding transport properties which are not yet fully understood. We find signatures of la…

physics.atom-ph2019★ 62 cited

Spectroscopic characterization of aluminum monofluoride with relevance to laser cooling and trapping

S. Truppe, S. Marx, S. Kray +7

Here we report on spectroscopic measurements of the aluminum monofluoride molecule (AlF) that are relevant to laser cooling and trapping experiments. We measure the detailed energy…

cond-mat.mtrl-sci2019★ 25 cited

Determining Surface Phase Diagrams Including Anharmonic Effects

Yuanyuan Zhou, Matthias Scheffler, Luca M. Ghiringhelli

We introduce a massively parallel replica-exchange grand-canonical sampling algorithm to simulate materials at realistic conditions, in particular surfaces and clusters in reactive…

cond-mat.mes-hall2019★ 19 cited

Sensing the spin of an individual Ce adatom

Markus Ternes, Christopher P. Lutz, Andreas J. Heinrich +1

The magnetic moment of rare earth elements originates from electrons in the partially filled 4f orbitals. Accessing this moment electrically by scanning tunneling spectroscopy is h…

hep-ph2019★ 52 cited

Direct Detection of Spin-(In)dependent Nuclear Scattering of Sub-GeV Dark Matter Using Molecular Excitations

Rouven Essig, Jesús Pérez-Ríos, Harikrishnan Ramani +1

We propose a novel direct detection concept to search for dark matter with 100~keV to 100~MeV masses. Such dark matter can scatter off molecules in a gas and transfer an $\mathcal{…

cond-mat.mtrl-sci2019★ 26 cited

Influence of interface dipole layers on the performance of graphene field effect transistors

Naoka Nagamura, Hirokazu Fukidome, Kosuke Nagashio +8

The linear band dispersion of graphene's bands near the Fermi level gives rise to its unique electronic properties, such as a giant carrier mobility, and this has triggered extensi…

cond-mat.mes-hall2019★ 77 cited

Theory of exciton dynamics in time-resolved ARPES: intra- and intervalley scattering in two-dimensional semiconductors

Dominik Christiansen, Malte Selig, Ermin Malic +2

Time- and angle-resolved photoemission spectroscopy (trARPES) is a powerful spectroscopic method to measure the ultrafast electron dynamics directly in momentum-space. However, ban…

physics.optics2019★ 21 cited

Surface Polariton-Like s-Polarized Waveguide Modes in Switchable Dielectric Thin-Films on Polar Crystals

Nikolai Christian Passler, Andreas Heßler, Matthias Wuttig +2

Surface phonon polaritons (SPhP) and surface plasmon polaritons (SPP), evanescent modes supported by media with negative permittivity, are a fundamental building block of nanophoto…

physics.atm-clus2019★ 25 cited

Recovery of high-energy photoelectron circular dichroism through Fano interference

G. Hartmann, M. Ilchen, Ph. Schmidt +10

It is commonly accepted that the magnitude of a photoelectron circular dichroism (PECD) is governed by the ability of an outgoing photoelectron wave packet to probe the chiral asym…

cond-mat.mtrl-sci2019★ 88 cited

Time- and momentum-resolved photoemission studies using time-of-flight momentum microscopy at a free-electron laser

Dmytro Kutnyakhov, Rui Patrick Xian, Maciej Dendzik +38

Time-resolved photoemission with ultrafast pump and probe pulses is an emerging technique with wide application potential. Real-time recording of non-equilibrium electronic process…

eess.IV2019★ 103 cited

Multidimensional Contrast Limited Adaptive Histogram Equalization

Vincent Stimper, Stefan Bauer, Ralph Ernstorfer +2

Contrast enhancement is an important preprocessing technique for improving the performance of downstream tasks in image processing and computer vision. Among the existing approache…

physics.comp-ph2019★ 93 cited

Using Gaussian Process Regression to Simulate the Vibrational Raman Spectra of Molecular Crystals

Nathaniel Raimbault, Andrea Grisafi, Michele Ceriotti +1

Vibrational properties of molecular crystals are constantly used as structural fingerprints, in order to identify both the chemical nature and the structural arrangement of molecul…