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20102026
most citedRecent Advances and Applications of Deep Learning Methods in Materials Science

1.2k citations

Showing 2015 · cond-mat.mtrl-sciShow all

5 papers · 2 filters

cond-mat.mtrl-sci2015★ 53 cited

On the Role of Elastic Strain on Electrocatalysis of Oxygen Reduction Reaction on Pt

Vijay A. Sethuraman, Deepa Vairavapandian, Manon C. Lafouresse +7

The effect of elastic strain on catalytic activity of platinum (Pt) towards oxygen reduction reaction (ORR) is investigated through de-alloyed Pt-Cu thin films; stress evolution in…

cond-mat.mtrl-sci2015★ 2 cited

Measurement and modeling of polarized specular neutron reflectivity in large magnetic fields

Brian B. Maranville, Brian J. Kirby, Alexander J. Grutter +4

The presence of a large applied magnetic field removes the degeneracy of the vacuum energy states for spin-up and spin-down neutrons. For polarized neutron reflectometry, this must…

cond-mat.mtrl-sci2015★ 25 cited

Structure of Periodic Crystals and Quasicrystals in Ultrathin Film Ba-Ti-O

Eric Cockayne, Marek Mihalkovic, Christopher L. Henley

We model the remarkable thin-film Ba-Ti-O structures formed by heat treatment of an initial perovskite BaTiO thin film on a Pt(111) surface. All structures contain a rumpled Ti…

cond-mat.mtrl-sci2015★ 7 cited

Prediction of entropy stabilized incommensurate phases in the system MoS-MoTe

Benjamin P. Burton, Arunima K. Singh

A first principles phase diagram calculation, that included van der Waals interactions, was performed for the system (1-X)MoS-(X)MoTe. Surprisingly, the p…

cond-mat.mtrl-sci2015★ 16 cited

Density Functional Theory Meta-GGA+U Study of Water Incorporation in the Metal Organic Framework Material Cu-BTC

Eric Cockayne, Eric B. Nelson

Water absorption in the metal-organic framework (MOF) material Cu-BTC, up to a concentration of 3.5 HO per Cu ion, is studied via density functional theory at the meta-GGA+U le…