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Fast classification of small X-ray diffraction datasets using data augmentation and deep neural networks


Nov 20, 2018
Felipe Oviedo, Zekun Ren, Shijing Sun, Charlie Settens, Zhe Liu, Noor Titan Putri Hartono, Ramasamy Savitha, Brian L. DeCost, Siyu I. P. Tian, Giuseppe Romano, Aaron Gilad Kusne, Tonio Buonassisi

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* NIPS 2018 Workshop: Machine Learning for Molecules and Materials 

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High throughput quantitative metallography for complex microstructures using deep learning: A case study in ultrahigh carbon steel


May 04, 2018
Brian L. DeCost, Toby Francis, Elizabeth A. Holm

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* Submitted for peer review. Full supplementary materials will be available at https://holmgroup.github.io/publications/ 

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