Search Results for author: Kevin Kaufmann

Found 2 papers, 0 papers with code

Enhancing plasticity in high-entropy refractory ceramics via tailoring valence electron concentration

no code implementations4 Feb 2021 Davide G. Sangiovanni, William Mellor, Tyler Harrington, Kevin Kaufmann, Kenneth Vecchio

Bottom-up design of high-entropy ceramics is a promising approach for realizing materials with unique combination of high hardness and fracture-resistance at elevated temperature.

Materials Science

Paradigm shift in electron-based crystallography via machine learning

no code implementations10 Feb 2019 Kevin Kaufmann, Chaoyi Zhu, Alexander S. Rosengarten, Daniel Maryanovsky, Tyler J. Harrington, Eduardo Marin, Kenneth S. Vecchio

A machine learning-based approach for rapid and autonomous identification of the crystal structure of metals and alloys, ceramics, and geological specimens, without any prior knowledge of the sample, is presented and demonstrated utilizing the electron backscatter diffraction (EBSD) technique.

BIG-bench Machine Learning

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