Generating 3D porous structures using machine learning and additive manufacturing

Complex structures, often found in nature, may be difficult to replicate or integrate with human-made designs. Generative machine learning may be a useful tool in extracting and transferring complex structure features. A generative adversarial network (GAN) was trained using x-ray microtomography im...

Full description

Bibliographic Details
Main Author: Petros Siegkas
Format: Article
Language:English
Published: Elsevier 2022-08-01
Series:Materials & Design
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S0264127522004804