Application of machine learning in polymer additive manufacturing: A review

T Nasrin, F Pourkamali‐Anaraki… - Journal of Polymer …, 2024 - Wiley Online Library
Additive manufacturing (AM) is a revolutionary technology that enables production of
intricate structures while minimizing material waste. However, its full potential has yet to be …

From resin formulation and process parameters to the final mechanical properties of 3D printed acrylate materials

L Schittecatte, V Geertsen, D Bonamy, T Nguyen… - MRS …, 2023 - Springer
Photopolymerizable resins are increasingly used to generate complex 3D printed parts
through stereo lithography, digital light processing (DLP) and liquid crystal display (LCD) 3D …

Digital light processing 4D printing multilayer polymers with tunable mechanical properties and shape memory behavior

S Huang, H Zhang, J Sheng… - Chemical Engineering …, 2023 - Elsevier
Abstract Four-dimensional (4D) printing has currently been renowned as a world-changing
technology which has recently gained significant attention amongst researchers. It enables …

Self‐Healing Materials for 3D Printing

A Andreu, H Lee, J Kang… - Advanced Functional …, 2024 - Wiley Online Library
Additive manufacturing/3D printing is praised as revolutionary by many because it enables
the decentralized and on‐demand manufacturing of complex shapes. With the ongoing …

[HTML][HTML] A digital light processing 3D printing approach for tuning the interfacial properties of pore forming agents for porous ceramics

I Kim, A Andreu, YJ Yoon - Materials & Design, 2023 - Elsevier
The utilization of pore forming agents (PFAs) in digital light processing (DLP) 3D printing to
manufacture porous ceramics through their thermal decomposition has received a great …

Prediction of curing depth dependence on CNT nanofiller dispersion for vat photopolymerization 3D printing

T Lee, JH Kim, CS Ng, A Andreu, I Kim, W Lee… - Chemical Engineering …, 2024 - Elsevier
Carbon nanotubes (CNTs) have been often implemented as an additive in photopolymer
resins for photo-reactive manufacturing processes such as vat photopolymerization (VP) 3D …

Vat photopolymerization of polymer composites with printing-direction-independent properties

SL Schleifer, O Sheinfeld, O Regev - Additive Manufacturing, 2024 - Elsevier
The implementation of additive manufacturing techniques for thermal management
applications necessitates the development of printable materials with enhanced properties …

Zinc oxide nanoparticles as additives for improved dimensional accuracy in vat photopolymerization

CS Ng, AS Subramanian, PC Su - Additive Manufacturing, 2022 - Elsevier
To improve the dimensional accuracy of 3D printed parts produced by vat
photopolymerization, a controlled light penetration through the photopolymer resin is …

Real-time in-process control methods of process parameters for additive manufacturing

S Kim, EH Kim, W Lee, M Sim, I Kim, J Noh… - Journal of Manufacturing …, 2024 - Elsevier
Additive Manufacturing, also known as 3D printing, fabricates objects in a layer-by-layer
manner. In recent years, extensive efforts have been made to evolve 3D printing …

[PDF][PDF] Shape memory aligners: a new dimension in aligner orthodontics

W Schupp, J Haubrich, M Klingberg… - Journal of Aligner …, 2023 - just-kfo.de
To overcome the limitations of the conventional vacuum thermo forming manufacturing
process, the method of direct 3D printing of aligners has been developed. This presents …