Neural network-assisted design: a study of multiscale topology optimization with smoothly graded cellular structures

S Rastegarzadeh, J Wang… - Journal of …, 2023 - asmedigitalcollection.asme.org
Integration of machine learning (ML) with topology optimization (TO) has been attempted in
many works. However, most works employ ML in a data-driven paradigm, which requires …

Design for Additive Manufacturing of Multi-Scale Architected Materials

S Rastegarzadeh - 2024 - search.proquest.com
Architected cellular materials are materials with intricate cellular architecture. Cellular
architecture determines these materials' mechanical properties and density and can …