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 …

Acoustic resonances in non-Hermitian open systems

L Huang, S Huang, C Shen, S Yves… - Nature Reviews …, 2024 - nature.com
Acoustic resonances in open systems, which are usually associated with resonant modes
characterized by complex eigenfrequencies, play a fundamental role in manipulating …

TPMS-based interpenetrating lattice structures: design, mechanical properties and multiscale optimization

M Zhao, X Li, DZ Zhang, W Zhai - International Journal of Mechanical …, 2023 - Elsevier
Compared to single-phase structures, interpenetrating lattice structures display the potential
to achieve a wide range of tailorable physical and mechanical properties. Herein, we …

Multifunctional sound-absorbing and mechanical metamaterials via a decoupled mechanism design approach

Z Li, X Li, Z Wang, W Zhai - Materials Horizons, 2023 - pubs.rsc.org
Multifunctional materials are in high demand for practical engineering applications. Owing to
the ubiquitous noise and impact energy hazards in many settings, traditional materials and …

Breaking the tradeoffs between different mechanical properties in bioinspired hierarchical lattice metamaterials

P Wang, F Yang, B Zheng, P Li, R Wang… - Advanced Functional …, 2023 - Wiley Online Library
It is a long‐standing challenge to break the tradeoffs between different mechanical property
indicators such as the strength versus toughness in the design of lightweight lattice …

Additively manufactured dual-functional metamaterials with customisable mechanical and sound-absorbing properties

Z Li, W Zhai, X Li, X Yu, Z Guo… - Virtual and Physical …, 2022 - Taylor & Francis
Acoustic metamaterials with broadband sound-absorbing capacity open up applications in
aerospace, automotive, marine, defense, etc. For such applications, sound-absorbing …

New class of multifunctional bioinspired microlattice with excellent sound absorption, damage tolerance, and high specific strength

Z Li, X Wang, X Li, Z Wang, W Zhai - ACS Applied Materials & …, 2023 - ACS Publications
Although mutually independent, simultaneous sound absorption and superior mechanical
properties are often sought after in a material. One main challenge in achieving such a …

Multi‐level bioinspired microlattice with broadband sound‐absorption capabilities and deformation‐tolerant compressive response

X Li, X Yu, M Zhao, Z Li, Z Wang… - Advanced Functional …, 2023 - Wiley Online Library
Owing to the omnipresent noise and crash hazards, multifunctional sound‐absorbing, and
deformation‐tolerant materials are highly sought‐after for practical engineering design …

Unprecedented mechanical wave energy absorption observed in multifunctional bioinspired architected metamaterials

Z Li, X Wang, K Zeng, Z Guo, C Li, X Yu… - NPG Asia …, 2024 - nature.com
In practical engineering, noise and impact hazards are pervasive, indicating the pressing
demand for materials that can absorb both sound and stress wave energy simultaneously …

Bubble templated flexible ceramic nanofiber aerogels with cascaded resonant cavities for high-temperature noise absorption

D Zong, W Bai, M Geng, X Yin, J Yu, S Zhang, B Ding - ACS nano, 2022 - ACS Publications
Aviation noise pollution has become a significant public health problem, especially with the
endless improvement of flight speed and loading capacity. Existing aviation noise absorbers …