Machine Learning in Materials Science: Image Analysis Using Convolutional Neural Networks in MatCNN
03 Nov 2021 | Courses | Contributor(s): Tiberiu Stan, Jim James, Nathan Pruyne, Marcus Schwarting, Jiwon Yeom, Peter Voorhees, Ben J Blaiszik, Ian Foster, Jonathan D Emery
This course introduces fundamental concepts of artificial intelligence within the context of materials science and image segmentation. The two-week module was taught as part of a Computational Methods in Materials Science course at Northwestern University. The module is aimed at...
Infrastructure for Data-Driven Discovery: Materials Data Facility and DLHub
15 Apr 2019 | Online Presentations | Contributor(s): Ian Foster
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