Self-consistent Clustering Analysis for Data-driven Design of Multiscale Material Systems
Wing-Kam Liu
Mechanical Engineering & Civil and Environmental Engineering, Northwestern University
ABSTRACT: The advent of advanced processing and manufacturing techniques provides unparalleled freedom to design new material classes with complex microstructures across scales from nanometers to meters. Liu presents a new data-driven computational framework for the analysis and design of these complex material systems. The proposed framework will be illustrated for advanced composites and the integrated design of various advanced material systems.
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