Publication list
If you have used the NE-MRC for your research please send us an email with the reference for the publication so we can update our publication list.
2020
Kevin Kaufmann, Chaoyi Zhu, Alexander S. Rosengarten, Daniel Maryanovsky, Tyler J. Harrington, Eduardo Marin, and Kenneth S. Vecchio, “Crystal symmetry determination in electron diffraction using machine learning” Science, 2020, 367, 564-568.
https://science.sciencemag.org/content/367/6477/564.full
Kevin Kaufmann, Daniel Maryanovsky, William Mellor, Chaoyi Zhu, Alexander S. Rosengarten, Tyler J. Harrington, Corey Oses, Cormac Toher, Stefano Curtarolo, and Kenneth S. Vecchio, “Discovery of high-entropy ceramics via machine learning” npj Computational Materials, 2020, 6, 42.
https://www.nature.com/articles/s41524-020-0317-6
Kevin Kaufmann, Chaoyi Zhu, Alexander S. Rosengarten, Daniel Maryanovsky, Haoren Wang, and Kenneth S. Vecchio, “Phase Mapping in EBSD Using Convolutional Neural Networks” Microscopy and Microanalysis, 2020, 26, 458-468.
Kevin Kaufmann, Chaoyi Zhu, Alexander S. Rosengarten, and Kenneth S. Vecchio, “Deep Neural -Network Enabled Space Group Identification in EBSD” Microscopy and Microanalysis, 2020, 26, 447-457.
Chaoyi Zhu, Haoren Wang, Kevin Kaufmann, and Kenneth S. Vecchio, “A Computer Vision Approach to Study Deformation of Materials” Measurement Science and Technology, 2020, 31, 055602.
https://iopscience.iop.org/article/10.1088/1361-6501/ab65d9/meta
Chaoyi Zhu, Kevin Kaufmann, and Kenneth S. Vecchio, “Novel Remapping Approach for HR-EBSD based on Demons Registration” Ultramicroscopy, 2020, 208, 112851.
https://www.sciencedirect.com/science/article/pii/S0304399119302281
2019
Josh Gild, Jeffrey Braun, Kevin Kaufmann, Eduardo Marin, Tyler Harrington, Patrick Hopkins, Kenneth S. Vecchio, & Jian Luo, “A high-entropy silicide:(Mo0. 2Nb0. 2Ta0. 2Ti0. 2W0. 2) Si2” Journal of Materiomics, 2019, 5, 337-343.
https://www.sciencedirect.com/science/article/pii/S2352847819300334
Tyler J. Harrington, Joshua Gild, Pranab Sarker, Cormac Toher, Christina M. Rost, Olivia F. Dippo, Cameron Mcelfresh, Kevin Kaufmann, Eduardo Marin, Lucas Borowski, Patrick E. Hopkins, Jian Luo, Stefano Curtarolo, Donald W. Brenner, and Kenneth S. Vecchio, “Phase stability and mechanical properties of novel high entropy transition metal carbides” Acta Materialia, 2019, 166, 271-280.
https://www.sciencedirect.com/science/article/abs/pii/S135964541831005X
Joshua Gild, Kevin Kaufmann, Kenneth S. Vecchio, and Jian Luo, “Reactive flash spark plasma sintering of high-entropy ultrahigh temperature ceramics. Scripta Materialia, 2019, 170, 106-110.
https://www.sciencedirect.com/science/article/pii/S1359646219303276
Chaoyi Zhu, Kevin Kaufmann, and Kenneth S. Vecchio, “Automated Reconstruction of Spherical Kikuchi Maps” Microscopy and Microanalysis, 2019, 1-12.