[HTML][HTML] Programmable multi-physical mechanics of mechanical metamaterials
P Sinha, T Mukhopadhyay - Materials Science and Engineering: R: Reports, 2023 - Elsevier
Mechanical metamaterials are engineered materials with unconventional mechanical
behavior that originates from artificially programmed microstructures along with intrinsic …
behavior that originates from artificially programmed microstructures along with intrinsic …
Emerging topics in nanophononics and elastic, acoustic, and mechanical metamaterials: an overview
This broad review summarizes recent advances and “hot” research topics in nanophononics
and elastic, acoustic, and mechanical metamaterials based on results presented by the …
and elastic, acoustic, and mechanical metamaterials based on results presented by the …
Data‐Driven Design for Metamaterials and Multiscale Systems: A Review
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 …
go beyond those found in nature. Composed of unit cells with rich designability that are …
Machine learning and deep learning in phononic crystals and metamaterials–A review
Abstract Machine learning (ML), as a component of artificial intelligence, encourages
structural design exploration which leads to new technological advancements. By …
structural design exploration which leads to new technological advancements. By …
Tailoring Stress–Strain Curves of Flexible Snapping Mechanical Metamaterial for On‐Demand Mechanical Responses via Data‐Driven Inverse Design
By incorporating soft materials into the architecture, flexible mechanical metamaterials
enable promising applications, eg, energy modulation, and shape morphing, with a well …
enable promising applications, eg, energy modulation, and shape morphing, with a well …
Process-structure multi-objective inverse optimisation for additive manufacturing of lattice structures using a physics-enhanced data-driven method
K Shi, D Gu, H Liu, Y Chen, K Lin - Virtual and Physical Prototyping, 2023 - Taylor & Francis
Additive manufacturing (AM) has become a practical solution for fabricating lightweight and
high-strength metallic lattice structures. The inverse optimisation of process-structure …
high-strength metallic lattice structures. The inverse optimisation of process-structure …
Deep Learning for Size‐Agnostic Inverse Design of Random‐Network 3D Printed Mechanical Metamaterials
H Pahlavani, K Tsifoutis‐Kazolis… - Advanced …, 2024 - Wiley Online Library
Practical applications of mechanical metamaterials often involve solving inverse problems
aimed at finding microarchitectures that give rise to certain properties. The limited resolution …
aimed at finding microarchitectures that give rise to certain properties. The limited resolution …
[HTML][HTML] Design, material, function, and fabrication of metamaterials
Metamaterials are engineered materials with unusual, unique properties and advanced
functionalities that are a direct consequence of their microarchitecture. While initial …
functionalities that are a direct consequence of their microarchitecture. While initial …
Artificial intelligence in the design of innovative metamaterials: A comprehensive review
Artificial intelligence-based algorithms are becoming essential tools in materials science-
related fields because of their excellent functionality in reflecting physics in the training …
related fields because of their excellent functionality in reflecting physics in the training …
Auxeticity as a mechanobiological tool to create meta-biomaterials
Mechanical and morphological design parameters, such as stiffness or porosity, play
important roles in creating orthopedic implants and bone substitutes. However, we have only …
important roles in creating orthopedic implants and bone substitutes. However, we have only …