Concurrent topology optimization of multiscale structures with multiple porous materials under random field loading uncertainty

By Jiadong Deng, Wei Chen. Structural And Multidisciplinary Optimization, 2017

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Deep Generative Modeling for Mechanistic-based Learning and Design of Metamaterial Systems (2020, background): “State-of-the-art multiscale designs of systems with periodic microstructures [9-14] rely on nested optimization frameworks that are computationally demanding and do not scale to heterogeneous designs.”