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

1.2k citations

Showing 2019 · cond-mat.mtrl-sciShow all

7 papers · 2 filters

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…

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…

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…

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…