[HTML][HTML] Big data, machine learning, and digital twin assisted additive manufacturing: A review

L **, X Zhai, K Wang, K Zhang, D Wu, A Nazir, J Jiang… - Materials & Design, 2024 - Elsevier
Additive manufacturing (AM) has undergone significant development over the past decades,
resulting in vast amounts of data that carry valuable information. Numerous research studies …

Current and future trends in topology optimization for additive manufacturing

J Liu, AT Gaynor, S Chen, Z Kang, K Suresh… - Structural and …, 2018 - Springer
Manufacturing-oriented topology optimization has been extensively studied the past two
decades, in particular for the conventional manufacturing methods, for example, machining …

Fused deposition modelling: a review

S Vyavahare, S Teraiya, D Panghal… - Rapid Prototy** …, 2020 - emerald.com
Purpose Fused deposition modelling (FDM) is the most economical additive manufacturing
technique. The purpose of this paper is to describe a detailed review of this technique. Total …

Optimal design and modeling of gyroid-based functionally graded cellular structures for additive manufacturing

D Li, W Liao, N Dai, G Dong, Y Tang, YM **e - Computer-Aided Design, 2018 - Elsevier
Lightweight cellular structure generation and topology optimization are common design
methodologies in additive manufacturing. In this work, we present a novel optimization …

Thingi10k: A dataset of 10,000 3d-printing models

Q Zhou, A Jacobson - arxiv preprint arxiv:1605.04797, 2016 - arxiv.org
Empirically validating new 3D-printing related algorithms and implementations requires
testing data representative of inputs encountered\emph {in the wild}. An ideal benchmarking …

Support structure constrained topology optimization for additive manufacturing

AM Mirzendehdel, K Suresh - Computer-Aided Design, 2016 - Elsevier
There is significant interest today in integrating additive manufacturing (AM) and topology
optimization (TO). However, TO often leads to designs that are not AM friendly. For example …

Reinforced FDM: Multi-axis filament alignment with controlled anisotropic strength

G Fang, T Zhang, S Zhong, X Chen, Z Zhong… - ACM Transactions on …, 2020 - dl.acm.org
The anisotropy of mechanical strength on a 3D printed model can be controlled in a multi-
axis 3D printing system as materials can be accumulated along dynamically varied …

Clever support: Efficient support structure generation for digital fabrication

J Vanek, JAG Galicia, B Benes - Computer graphics forum, 2014 - Wiley Online Library
We introduce an optimization framework for the reduction of support structures required by
3D printers based on Fused Deposition Modeling (FDM) technology. The printers need to …

Build-to-last: Strength to weight 3D printed objects

L Lu, A Sharf, H Zhao, Y Wei, Q Fan, X Chen… - ACM Transactions on …, 2014 - dl.acm.org
The emergence of low-cost 3D printers steers the investigation of new geometric problems
that control the quality of the fabricated object. In this paper, we present a method to reduce …

Procedural voronoi foams for additive manufacturing

J Martínez, J Dumas, S Lefebvre - ACM Transactions on Graphics (TOG), 2016 - dl.acm.org
Microstructures at the scale of tens of microns change the physical properties of objects,
making them lighter or more flexible. While traditionally difficult to produce, additive …