Mechanical metamaterials and beyond

P Jiao, J Mueller, JR Raney, X Zheng… - Nature communications, 2023 - nature.com
Mechanical metamaterials enable the creation of structural materials with unprecedented
mechanical properties. However, thus far, research on mechanical metamaterials has …

Deep learning in mechanical metamaterials: from prediction and generation to inverse design

X Zheng, X Zhang, TT Chen, I Watanabe - Advanced Materials, 2023 - Wiley Online Library
Mechanical metamaterials are meticulously designed structures with exceptional
mechanical properties determined by their microstructures and constituent materials …

Micro‐Scale Mechanical Metamaterial with a Controllable Transition in the Poisson's Ratio and Band Gap Formation

KK Dudek, JA Iglesias Martínez, G Ulliac… - Advanced …, 2023 - Wiley Online Library
The ability to significantly change the mechanical and wave propagation properties of a
structure without rebuilding it is currently one of the main challenges in the field of …

Data‐Driven Design for Metamaterials and Multiscale Systems: A Review

D Lee, W Chen, L Wang, YC Chan… - Advanced …, 2024 - Wiley Online Library
Metamaterials are artificial materials designed to exhibit effective material parameters that
go beyond those found in nature. Composed of unit cells with rich designability that are …

Recent advances and applications of machine learning in experimental solid mechanics: A review

H Jin, E Zhang, HD Espinosa - Applied …, 2023 - asmedigitalcollection.asme.org
For many decades, experimental solid mechanics has played a crucial role in characterizing
and understanding the mechanical properties of natural and novel artificial materials …

One‐Pot Synthesis of Depolymerizable δ‐Lactone Based Vitrimers

L Yue, YL Su, M Li, L Yu, SM Montgomery… - Advanced …, 2023 - Wiley Online Library
A depolymerizable vitrimer that allows both reprocessability and monomer recovery by a
simple and scalable one‐pot two‐step synthesis of vitrimers from cyclic lactones is reported …

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

J Gao, X Cao, M Xiao, Z Yang, X Zhou, Y Li… - Materials Science and …, 2023 - Elsevier
Abstract Mechanical Metamaterials (MMs) are artificially designed structures with
extraordinary properties that are dependent on micro architectures and spatial tessellations …

Origami with rotational symmetry: A review on their mechanics and design

L Lu, S Leanza, RR Zhao - Applied …, 2023 - asmedigitalcollection.asme.org
Origami has emerged as a powerful mechanism for designing functional foldable and
deployable structures. Among various origami patterns, a large class of origami exhibits …

Machine learning and deep learning in phononic crystals and metamaterials–A review

J Kennedy, CW Lim - Materials Today Communications, 2022 - Elsevier
Abstract Machine learning (ML), as a component of artificial intelligence, encourages
structural design exploration which leads to new technological advancements. By …

Mechanics of hard-magnetic soft materials: A review

L Lu, J Sim, RR Zhao - Mechanics of Materials, 2024 - Elsevier
Hard-magnetic soft materials are a class of magnetically responsive composites obtained by
embedding hard-magnetic particles into a soft polymeric matrix. They have found …