[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 …
Machine learning driven forward prediction and inverse design for 4D printed hierarchical architecture with arbitrary shapes
The forward prediction and inverse design of 4D printing have primarily focused on 2D
rectangular surfaces or plates, leaving the challenge of 4D printing parts with arbitrary …
rectangular surfaces or plates, leaving the challenge of 4D printing parts with arbitrary …
Exploring the Shift from 3D Printing to 4D Printing: A Review
The advent of Three-Dimensional (3D) printing has revolutionized industries, while Four-
Dimensional (4D) printing introduces dynamic shape changes over time, driven by materials …
Dimensional (4D) printing introduces dynamic shape changes over time, driven by materials …
Unlocking the potential of low-melting-point alloys integrated extrusion additive manufacturing: insights into mechanical behavior, energy absorption, and electrical …
Additive manufacturing is a commonly used manufacturing method in complex part
fabrication, instant assemblies, part consolidation, mass customization and personalization …
fabrication, instant assemblies, part consolidation, mass customization and personalization …
Autonomous inverse encoding guides 4D nanoprinting for highly programmable shape morphing
Highly programmable shape morphing of 4D-printed micro/nanostructures are urgently
desired for applications in robotics and intelligent systems. However, due to the lack of …
desired for applications in robotics and intelligent systems. However, due to the lack of …
Advancements and applications of 4D bioprinting in biomedical science
The constraints of traditional 3D bioprinting are overcome by 4D bioprinting integrating with
adaptable materials over time, resulting in dynamic, compliant, and functional biological …
adaptable materials over time, resulting in dynamic, compliant, and functional biological …