LEGOMAT: Locally Extracted Globally Organized Microstructure Models using Markov Random Fields
Abstract
University of Michigan propose theory and software for building three dimensional (3D) microstructural maps of engineering components through Markovian inference from two dimensional (2D) measurements. Here, most of the microstructures will be generated synthetically based on a small set of microscopic scans. The synthetic microstructures will be generated using an inference algorithm based on Markov random fields (MRFs) [11] and the microstructures will be used to fill in gaps in information at the component scale.
Document Details
- Document Type
- DoD Grant Award
- Publication Date
- Apr 09, 2018
- Source ID
- FA95501810091
Entities
People
- Veera Sundararaghavan
Organizations
- Air Force Office of Scientific Research
- United States Air Force
- University of Michigan