[HTML][HTML] 3D printing of active mechanical metamaterials: A critical review
The emergence of mechanical metamaterials from 4D printing has paved the way for
develo** advanced hierarchical structures with superior multifunctionalities. In particular …
develo** advanced hierarchical structures with superior multifunctionalities. In particular …
Hybrid mechanical metamaterials: advances of multi-functional mechanical metamaterials with simultaneous static and dynamic properties
Mechanical metamaterials are architected structures with unique functionalities, such as
negative Poisson's ratio and negative stiffness, which are widely employed for absorbing …
negative Poisson's ratio and negative stiffness, which are widely employed for absorbing …
[HTML][HTML] Inverse design of microstructures using conditional continuous normalizing flows
Inverse design is a classical mathematical challenge found in various fields, including
materials science, where it is essential for property-driven microstructure design. This …
materials science, where it is essential for property-driven microstructure design. This …
Gravity-guided snap** sequence in 3D modular multistable metamaterials
The snap** sequence of multistable metamaterials is critical for their applications in
elastic wave control and energy release. Despite being a fundamental property, the effect of …
elastic wave control and energy release. Despite being a fundamental property, the effect of …
A well-posed and microstructure-emerged homogenization method for nonlocal metamaterial truss
Y Jiao, L Li - Mechanics of Advanced Materials and Structures, 2024 - Taylor & Francis
The classical multiscale homogenization methods can only take into account the pure
microstructural effect, resulting in the inability to accurately capture the nonlocal interactions …
microstructural effect, resulting in the inability to accurately capture the nonlocal interactions …
Beyond Order: Perspectives on Leveraging Machine Learning for Disordered Materials
H Yazdani Sarvestani, S Nadigotti… - Advanced …, 2025 - Wiley Online Library
Disordered structures, characterized by their lack of periodicity, present significant
challenges in fields such as materials science and biology. Conventional methods often fall …
challenges in fields such as materials science and biology. Conventional methods often fall …
High‐dimensional Bayesian optimization for metamaterial design
Z Tian, Y Yang, S Zhou, T Zhou, K Deng… - Materials Genome …, 2024 - Wiley Online Library
Metamaterial design, encompassing both microstructure topology selection and geometric
parameter optimization, constitutes a high‐dimensional optimization problem, with …
parameter optimization, constitutes a high‐dimensional optimization problem, with …
Inverse Design of Mechanical Metamaterials Using a Point-Cloud-Based Deep Generative Model
S Hong, K Kim, W Jung, W Kim, N Kim… - ar** advanced hierarchical structures with superior multifunctionalities. In particular …