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

1.2k citations

Showing 2019Show all

12 papers · 1 filter

cond-mat.mtrl-sci2019★ 45 cited

A high-throughput structural and electrochemical study of metallic glass formation in Ni-Ti-Al

Howie Joress, Brian L. DeCost, Suchismita Sarker +7

Based on a set of machine learning predictions of glass formation in the Ni-Ti-Al system, we have undertaken a high-throughput experimental study of that system. We utilized rapid…

physics.chem-ph2019★ 3 cited

High-resolution cavity ring-down spectroscopy of the combination band of methanol at 2.0 m

Hongming Yi, Adam J. Fleisher

Reported here are portions of the infrared absorption cross-section for methanol (CHOH) as measured by frequency-stabilized cavity ring-down spectroscopy (FS-CRDS) at wavelengt…

physics.ins-det2019

On coherence and the transverse spatial extent of a neutron wave packet

C. F. Majkrzak, N. F. Berk, B. B. Maranville +2

In the analysis of neutron scattering measurements of condensed matter structure, it normally suffices to treat the incident and scattered neutron beams as if composed of incoheren…

cond-mat.mtrl-sci2019★ 37 cited

Phase Field Benchmark Problems for Dendritic Growth and Linear Elasticity

Andrea M. Jokisaari, Peter W. Voorhees, Jonathan E. Guyer +2

We present the second set of benchmark problems for phase field models that are being jointly developed by the Center for Hierarchical Materials Design (CHiMaD) and the National In…

physics.app-ph2019★ 12 cited

Extracting Dimensional Parameters of Gratings Produced with Self-Aligned Multiple Patterning Using GISAXS

Mika Pflüger, R. Joseph Kline, Analía Fernández Herrero +3

Background: To ensure consistent and high-quality semiconductor production at future logic nodes, additional metrology tools are needed. For this purpose, grazing-incidence small-a…

cond-mat.mes-hall2019★ 96 cited

Distinct magneto-Raman signatures of spin-flip phase transitions in CrI3

Amber McCreary, Thuc T. Mai, Franz G. Utermohlen +16

The discovery of 2-dimensional (2D) materials, such as CrI3, that retain magnetic ordering at monolayer thickness has resulted in a surge of research in 2D magnetism from both pure…

cond-mat.mtrl-sci2019★ 11 cited

Pressure-Thresholded Response in Cylindrically Shocked Cyclotrimethylene Trinitramine (RDX)

Leora E. Dresselhaus-Cooper, Dmitro Martynowych, Fan Zhang +5

We demonstrate a strongly thresholded response in cyclotrimethylene trinitramine (RDX) when it is cylindrically shocked using a novel waveguide geometry. Using ultrafast single-sho…

cond-mat.mtrl-sci2019★ 107 cited

Quasi-Two-Dimensional Magnon Identification in Antiferromagnetic FePS3 via Magneto-Raman Spectroscopy

Amber McCreary, Jeffrey R. Simpson, Thuc T. Mai +6

Recently it was discovered that van der Waals-bonded magnetic materials retain long range magnetic ordering down to a single layer, opening many avenues in fundamental physics and…

cond-mat.mtrl-sci2019★ 22 cited

Separating Electrons and Donors in BaSnO3 via Band Engineering

Abhinav Prakash, Nicholas F. Quackenbush, Hwanhui Yun +9

Through a combination of thin film growth, hard X-ray photoelectron spectroscopy (HAXPES), scanning transmission electron microscopy/electron energy loss spectroscopy (STEM/EELS),…

cond-mat.mtrl-sci2019★ 67 cited

Tuning the Hysteresis of a Metal-Insulator Transition via Lattice Compatibility

Y. G. Liang, S. Lee, H. S. Yu +8

Structural phase transitions serve as the basis for many functional applications including shape memory alloys (SMAs), switches based on metal-insulator transitions (MITs), etc. In…

cs.MS2019★ 38 cited

pyLLE: a Fast and User Friendly Lugiato-Lefever Equation Solver

Gregory Moille, Qing Li, Xiyuan Lu +1

We present the development of pyLLE, a freely accessible and cross-platform Lugiato-Lefever equation solver programmed in Python and Julia and optimized for the simulation of micro…

cond-mat.mtrl-sci2019★ 48 cited

Unraveling the dislocation core structure at a van der Waals gap in bismuth telluride

D. L. Medlin, N. Yang, C. D. Spataru +2

Tetradymite-structured chalcogenides such as bismuth telluride Bi_{2}Te_{3} are of significant interest for thermoelectric energy conversion and as topological insulators. Dislocat…