[HTML][HTML] Big data, machine learning, and digital twin assisted additive manufacturing: A review
Additive manufacturing (AM) has undergone significant development over the past decades,
resulting in vast amounts of data that carry valuable information. Numerous research studies …
resulting in vast amounts of data that carry valuable information. Numerous research studies …
Rational designs of mechanical metamaterials: Formulations, architectures, tessellations and prospects
Abstract Mechanical Metamaterials (MMs) are artificially designed structures with
extraordinary properties that are dependent on micro architectures and spatial tessellations …
extraordinary properties that are dependent on micro architectures and spatial tessellations …
Deep generative modeling for mechanistic-based learning and design of metamaterial systems
Metamaterials are emerging as a new paradigmatic material system to render
unprecedented and tailorable properties for a wide variety of engineering applications …
unprecedented and tailorable properties for a wide variety of engineering applications …
A deep learning approach for inverse design of gradient mechanical metamaterials
Mechanical metamaterials with unique micro-architectures possess excellent physical
properties in terms of stiffness, toughness, vibration isolation, and thermal expansion …
properties in terms of stiffness, toughness, vibration isolation, and thermal expansion …
Design, mechanical properties, and optimization of BCC lattice structures with taper struts
The fractures of lattice structures are mainly near the nodes during loading due to the stress
concentration, resulting in low mechanical properties. In this study, a novel parametric …
concentration, resulting in low mechanical properties. In this study, a novel parametric …
Design for additive manufacturing: A systematic review
The last few decades have seen rapid growth in additive manufacturing (AM) technologies.
AM has implemented a novel method of production in design, manufacture, and delivery to …
AM has implemented a novel method of production in design, manufacture, and delivery to …
Concurrent topology optimization of multiscale composite structures in Matlab
This paper presents the compact and efficient Matlab codes for the concurrent topology
optimization of multiscale composite structures not only in 2D scenario but also considering …
optimization of multiscale composite structures not only in 2D scenario but also considering …
Concurrent design of hierarchical structures with three-dimensional parameterized lattice microstructures for additive manufacturing
In this work, a novel design and modeling method is proposed to obtain hierarchical
structures with non-uniform lattice microstructures based on density-based topology …
structures with non-uniform lattice microstructures based on density-based topology …
Two-scale topology optimisation of cellular materials under mixed boundary conditions
G Bertolino, M Montemurro - International Journal of Mechanical Sciences, 2022 - Elsevier
This work proposes a theoretical/numerical framework for the topology optimisation of
anisotropic architected cellular materials at different scales. In particular, the topological …
anisotropic architected cellular materials at different scales. In particular, the topological …
Two-scale concurrent topology optimization of lattice structures with connectable microstructures
Two-scale concurrent design of lattice material microstructures and their macroscale
distributions can effectively enlarge the design space, and thus achieve lightweight …
distributions can effectively enlarge the design space, and thus achieve lightweight …