[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 …
[HTML][HTML] Review of additively manufactured polymeric metamaterials: design, fabrication, testing and modeling
Metamaterials are architected cellular materials, also known as lattice materials, that are
inspired by nature or human engineering intuition, and provide multifunctional attributes that …
inspired by nature or human engineering intuition, and provide multifunctional attributes that …
Study on crashworthiness of nature-inspired functionally graded lattice metamaterials for bridge pier protection against ship collision
Lightweight lattice metamaterials can effectively enhance the impact resistance of thin-
walled structures. With the aim of further investigating the potential of lattice-filled composite …
walled structures. With the aim of further investigating the potential of lattice-filled composite …
[HTML][HTML] Laser-based additive manufacturing of bulk metallic glasses: recent advances and future perspectives for biomedical applications
Bulk metallic glasses (BMGs) are non-crystalline class of advanced materials and have
found potential applications in the biomedical field. Although there are numerous …
found potential applications in the biomedical field. Although there are numerous …
[HTML][HTML] Comparison of in-plane compression of additively manufactured Ti6Al4V 2D auxetic structures: lattice design, manufacturing speed, and failure mode
The metal-based 2D auxetic lattice structures hold the potential for multifunctional tasks in
aerospace applications. However, the compression response of those manufactured by …
aerospace applications. However, the compression response of those manufactured by …
Deep reinforcement learning based toolpath generation for thermal uniformity in laser powder bed fusion process
Laser powder bed fusion (LPBF) is a widely used metal additive manufacturing technology.
However, the accumulation of internal residual stress during printing can cause significant …
However, the accumulation of internal residual stress during printing can cause significant …
Multi‐Physical Lattice Metamaterials Enabled by Additive Manufacturing: Design Principles, Interaction Mechanisms, and Multifunctional Applications
Lattice metamaterials emerge as advanced architected materials with superior physical
properties and significant potential for lightweight applications. Recent developments in …
properties and significant potential for lightweight applications. Recent developments in …
Machine learning–enabled inverse design of shell-based lattice metamaterials with optimal sound and energy absorption
Currently, the development in shell-based lattice, is increasingly focused on
multifunctionality, with growing interest in combining sound and energy absorption …
multifunctionality, with growing interest in combining sound and energy absorption …
Residual deformation analysis of laser powder bed fusion-fabricated lattice structures
Lattice structures are crucial for weight reduction, and laser powder bed fusion (LPBF) is an
efficient fabrication method. However, there's a notable research gap in understanding the …
efficient fabrication method. However, there's a notable research gap in understanding the …
Measurement of precision and quality characteristics of lattice structures in metal-based additive manufacturing using computer tomography analysis
Additive manufacturing, especially lattice structure fabrication, has garnered interest for its
potential in high-precision aerospace and medical applications. Due to porosity and …
potential in high-precision aerospace and medical applications. Due to porosity and …