This paper investigates the feasibility of data-driven methods in automating the engineering
design process, specifically studying inverse design of cellular mechanical metamaterials …

Triply periodic minimal surface (TPMS)-based shell lattices are increasingly recognized for
their exceptional geometric and mechanical attributes. Their open-cell configuration further …

Abstract 3D lattice structure is a kind of advanced metamaterial structure with excellent
performance, such as lightweight, high specific strength and stiffness, shock dam**, heat …

Additive manufacturing is a potentially disruptive technology with a high impact on supply
chains and part design. While generally allowing much higher degrees of freedom in design …

Featured Application In this paper, the anisotropy of the mechanical properties of additively
manufactured products was investigated. When carrying out a lightweight design …

Two‐scale topology optimization, combined with the design of microstructure families with a
broad range of effective material parameters, is widely used in many fabrication applications …

Interest continues to grow for lattice structures produced by additive manufacturing methods
that are described by triply periodic minimal surface (TPMS). Tunable parameters that define …

This study explores the use of data-driven approaches for automating the engineering
design process with a focus on the inverse design of mechanical metamaterials, which are …

This thesis explores using multi-scale topology optimization (TO) by utilizing inverse
homogenization to automate the adjustment of each unit-cell's geometry and placement in a …

Interest continues to grow for lattice structures produced by additive manufacturing methods
that are described by triply periodic minimal surface (TPMS). Tunable parameters that define …