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

2.4k citations

Showing 2017 · cond-mat.mtrl-sciShow all

16 papers · 2 filters

cond-mat.mtrl-sci2017★ 1 cited

The search for high entropy alloys: a high-throughput approach

Yoav Lederer, Cormac Toher, Kenneth S. Vecchio +1

While the ongoing search to discover new high-entropy systems is slowly expanding beyond metals, a rational and effective method for predicting "in silico" the solid solution formi…

cond-mat.mtrl-sci2017★ 63 cited

First-Principles Supercell Calculations of Small Polarons with Proper Account for Long-Range Polarization Effects

Sebastian Kokott, Sergey V Levchenko, Patrick Rinke +1

We present a density functional theory (DFT) based supercell approach for modeling small polarons with proper account for the long-range elastic response of the material. Our analy…

cond-mat.mtrl-sci2017★ 821 cited

SISSO: a compressed-sensing method for identifying the best low-dimensional descriptor in an immensity of offered candidates

Runhai Ouyang, Stefano Curtarolo, Emre Ahmetcik +2

The lack of reliable methods for identifying descriptors - the sets of parameters capturing the underlying mechanisms of a materials property - is one of the key factors hindering…

cond-mat.mtrl-sci2017★ 147 cited

Dissecting spin-phonon equilibration in ferrimagnetic insulators by ultrafast lattice excitation

Sebastian F. Maehrlein, Ilie Radu, Pablo Maldonado +8

To gain control over magnetic order on ultrafast time scales, a fundamental understanding of the way electron spins interact with the surrounding crystal lattice is required. Howev…

cond-mat.mtrl-sci2017★ 20 cited

Second-harmonic phonon spectroscopy of -quartz

Christopher J. Winta, Sandy Gewinner, Wieland Schöllkopf +2

We demonstrate midinfrared second-harmonic generation as a highly sensitive phonon spectroscopy technique that we exemplify using -quartz (SiO) as a model system. A midinfra…

cond-mat.mtrl-sci2017★ 49 cited

Complex THz and DC inverse spin Hall effect in YIG/CuIr bilayers across a wide concentration range

Joel Cramer, Tom Seifert, Alexander Kronenberg +5

We measure the inverse spin Hall effect of CuIr thin films on yttrium iron garnet over a wide range of Ir concentrations (). Spin curr…

cond-mat.mtrl-sci2017★ 351 cited

Insightful classification of crystal structures using deep learning

A. Ziletti, D. Kumar, M. Scheffler +1

Computational methods that automatically extract knowledge from data are critical for enabling data-driven materials science. A reliable identification of lattice symmetry is a cru…

cond-mat.mtrl-sci2017★ 34 cited

Predicting ground-state configurations and electronic properties of the thermoelectric clathrates BaAlSi and SrAlSi

Maria Troppenz, Santiago Rigamonti, Claudia Draxl

The structural and electronic properties of the clathrate compounds BaAlSi and SrAlSi are studied from first principles, considering an Al…

cond-mat.mtrl-sci2017★ 23 cited

Theoretical evidence for unexpected O-rich phases at corners of MgO surfaces

Saswata Bhattacharya, Daniel Berger, Karsten Reuter +2

Realistic oxide materials are often semiconductors, in particular at elevated temperatures, and their surfaces contain undercoordiated atoms at structural defects such as steps and…

cond-mat.mtrl-sci2017★ 576 cited

Antiferromagnetic opto-spintronics: Part of a collection of reviews on antiferromagnetic spintronics

P. Nemec, M. Fiebig, T. Kampfrath +1

Control and detection of spin order in ferromagnets is the main principle allowing storing and reading of magnetic information in nowadays technology. The large class of antiferrom…

cond-mat.mtrl-sci2017★ 64 cited

Properties of the water to boron nitride interaction: from zero to two dimensions with benchmark accuracy

Yasmine S. Al-Hamdani, Mariana Rossi, Dario Alfè +8

Molecular adsorption on surfaces plays an important part in catalysis, corrosion, desalination, and various other processes that are relevant to industry and in nature. As a comple…

cond-mat.mtrl-sci2017★ 91 cited

Terahertz spin currents and inverse spin Hall effect in thin-film heterostructures containing complex magnetic compounds

T. Seifert, U. Martens, S. Günther +20

Terahertz emission spectroscopy of ultrathin multilayers of magnetic and heavy metals has recently attracted much interest. This method not only provides fundamental insights into…

cond-mat.mtrl-sci2017★ 25 cited

Formation of Vacancies in Si- and Ge-based Clathrates: Role of Electron Localization and Symmetry Breaking

Amrita Bhattacharya, Christian Carbogno, Bodo Boehme +3

The formation of framework vacancies in Si- and Ge-based type-I clathrates is studied as function of filling the cages with K and Ba atoms using density-functional theory. Our anal…

cond-mat.mtrl-sci2017★ 202 cited

Ultrabroadband single-cycle terahertz pulses with peak fields of 300 kV cm from a metallic spintronic emitter

T. Seifert, S. Jaiswal, M. Sajadi +5

To explore the capabilities of metallic spintronic thin-film stacks as a source of intense and broadband terahertz electromagnetic fields, we excite a W/CoFeB/Pt trilayer on a larg…

cond-mat.mtrl-sci2017★ 104 cited

Terahertz sum-frequency excitation of a Raman-active phonon

Sebastian Maehrlein, Alexander Paarmann, Martin Wolf +1

In stimulated Raman scattering, two incident optical waves induce a force oscillating at the difference of the two light frequencies. This process has enabled important application…

cond-mat.mtrl-sci2017

The structure and composition statistics of 6A binary and ternary crystalline materials

Alon Hever, Corey Oses, Stefano Curtarolo +2

The fundamental principles underlying the arrangement of elements into solid compounds with an enormous variety of crystal structures are still largely unknown. This study presents…