Progress and opportunities for machine learning in materials and processes of additive manufacturing

WL Ng, GL Goh, GD Goh, JSJ Ten… - Advanced …, 2024 - Wiley Online Library
In recent years, there has been widespread adoption of machine learning (ML) technologies
to unravel intricate relationships among diverse parameters in various additive …

3D printed optics and photonics: Processes, materials and applications

H Gao, J An, CK Chua, D Bourell, CN Kuo, DTH Tan - Materials today, 2023 - Elsevier
Abstract Interest in 3D (3-dimensional) printed optics and photonics by both industry and
academic researchers is burgeoning, due to the unique features availed by 3D printing not …

[HTML][HTML] 3D printed biomedical devices and their applications: A review on state-of-the-art technologies, existing challenges, and future perspectives

HB Mamo, M Adamiak, A Kunwar - Journal of the Mechanical Behavior of …, 2023 - Elsevier
Abstract 3D printing, also known as Additive manufacturing (AM), has emerged as a
transformative technology with applications across various industries, including the medical …

Three-dimensional printing and 3D scanning: emerging technologies exhibiting high potential in the field of cultural heritage

A Kantaros, T Ganetsos, FIT Petrescu - Applied Sciences, 2023 - mdpi.com
Three-dimensional scanning and 3D printing have become increasingly important tools in
the field of cultural heritage. Three-dimensional scanning is used to create detailed digital …

[HTML][HTML] Process, material, and regulatory considerations for 3D printed medical devices and tissue constructs

WL Ng, J An, CK Chua - Engineering, 2024 - Elsevier
Abstract Three-dimensional (3D) printing is a highly automated platform that facilitates
material deposition in a layer-by-layer approach to fabricate pre-defined 3D complex …

Perspectives for multiphase mechanical metamaterials

Y Chen, YW Mai, L Ye - Materials Science and Engineering: R: Reports, 2023 - Elsevier
Mechanical metamaterials have been attracting increasing attention for a wide range of
industrial applications, such as energy storage, biomedical, sensors, robotics, etc., owing to …

Recent developments in the application of machine-learning towards accelerated predictive multiscale design and additive manufacturing

SS Babu, AHI Mourad, KH Harib… - Virtual and Physical …, 2023 - Taylor & Francis
The application of three-dimensional (3D) printing/Additive Manufacturing (AM) for
develo** multi-functional smart/intelligent composite materials is a highly promising area …

[HTML][HTML] 3D printing for personalised medicines: implications for policy and practice

K Englezos, L Wang, ECK Tan, L Kang - International journal of …, 2023 - Elsevier
The current healthcare dynamic has shifted from one-size-fits-all to patient-centred care, with
our increased understanding of pharmacokinetics and pharmacogenomics demanding a …

State-of-the-art review of machine learning applications in additive manufacturing; from design to manufacturing and property control

GK Sarkon, B Safaei, MS Kenevisi, S Arman… - … Methods in Engineering, 2022 - Springer
In this review, some of the latest applicable methods of machine learning (ML) in additive
manufacturing (AM) have been presented and the classification of the most common ML …

[HTML][HTML] Effects of carbon fibre reinforcement on the geometric properties of PETG-based filament using FFF additive manufacturing

E García, PJ Núñez, MA Caminero, JM Chacón… - Composites Part B …, 2022 - Elsevier
The increasing worldwide demand for high-quality on-demand products manufactured with
flexible and efficient productions systems has led to the development additive manufacturing …