Synthesized sandstone microstructures generated by GAN-CNN
Published: 4 November 2021| Version 1 | DOI: 10.17632/tp9nynzc34.1
Contributors:
Phong Nguyen, Nikolaos Vlassis, Bahador Bahmani, HS Udaykumar, WaiChing Sun, Stephen BaekDescription
This data set contains 10 different microstructures generated from a generative adversarial network tuned by reinforcement learning such that the resultant microstructures does not only look real but also exhibit consistent effective mechanical properties.
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Institutions
- Columbia University
- University of Iowa
- University of Virginia
Categories
Microstructure Modeling