MatSci 395 Laboratory: Computational Laboratory and Exercises
Teaching Materials | 03 Nov 2021 | Contributor(s): Tiberiu Stan
MatSci 395 Lecture 2.2: Segmentation Using GIMP
Online Presentations | 01 Nov 2021 | Contributor(s): Tiberiu Stan
In this hands-on exercise we will manually segment an image from the XCT dataset of Al-Zn solidification using GIMPThe example image (c54_ObjT1_z164.png) for this exercise can be downloaded here:Example Image for Segmentation: 852x852 pixel XCT image
Machine Learning in Materials Science: Image Analysis Using Convolutional Neural Networks in MatCNN
Courses | 03 Nov 2021 | 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...
MatSci 395 Lecture 6: How Do Convolutional Neural Networks Work?
MatSci 395 Lecture 5: MatCNN In-Class Tutorial
Access MatCNN by clicking here
Top 5 shown | See more results