Review on Data‐ and Mathematics‐Driven Optimization for Metamaterial Lattice Structures

Advanced Engineering Materials 2026

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Authors: Shengyu Ni, Xinyi Chen, Hao Wu, Xiangrong Xu, Yifei Qian, Fenling Wang, Tianjian Wang, Liming Lei, Hong Zhang
DOI: 10.1002/adem.70513
Cited by: 5

Abstract

Metamaterial Lattice Structures The cover uses two colors to represent optimization strategies of “data-driven” (blue) and “mathematics-driven” (magenta). The main part is the stacked lattice structure, which points to the narrative object of the article. The top gear represents that the lattice structure will be used in advanced engineering fields after sufficient optimization. Further information can be found in the Review by Hong Zhang (10.1002/adem.20251701).

Fields of Study & Subjects

Metamaterials and Metasurfaces Applications Topology Optimization in Engineering Cellular and Composite Structures

Publication details

Journal / source
Advanced Engineering Materials
Publisher
Wiley
Volume
28
Issue
3
Publication date
4 February 2026
Language
EN