Rational designs of mechanical metamaterials: Formulations, architectures, tessellations and prospects

J Gao, X Cao, M ** methods for structural optimization
F Wein, PD Dunning, JA Norato - Structural and multidisciplinary …, 2020 - Springer
In this review we identify a new category of methods for implementing and solving structural
optimization problems that has emerged over the last 20 years, which we propose to call …

Machine learning-driven real-time topology optimization under moving morphable component-based framework

X Lei, C Liu, Z Du, W Zhang… - Journal of Applied …, 2019 - asmedigitalcollection.asme.org
In the present work, it is intended to discuss how to achieve real-time structural topology
optimization (ie, obtaining the optimized distribution of a certain amount of material in a …

TONR: An exploration for a novel way combining neural network with topology optimization

Z Zhang, Y Li, W Zhou, X Chen, W Yao… - Computer Methods in …, 2021 - Elsevier
The rapid development of deep learning has opened a new door to the exploration of
topology optimization methods. The combination of deep learning and topology optimization …