[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 …
Current and future trends in topology optimization for additive manufacturing
Manufacturing-oriented topology optimization has been extensively studied the past two
decades, in particular for the conventional manufacturing methods, for example, machining …
decades, in particular for the conventional manufacturing methods, for example, machining …
Fused deposition modelling: a review
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 …
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
Lightweight cellular structure generation and topology optimization are common design
methodologies in additive manufacturing. In this work, we present a novel optimization …
methodologies in additive manufacturing. In this work, we present a novel optimization …
Thingi10k: A dataset of 10,000 3d-printing models
Empirically validating new 3D-printing related algorithms and implementations requires
testing data representative of inputs encountered\emph {in the wild}. An ideal benchmarking …
testing data representative of inputs encountered\emph {in the wild}. An ideal benchmarking …
Support structure constrained topology optimization for additive manufacturing
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 …
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
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 …
axis 3D printing system as materials can be accumulated along dynamically varied …
Clever support: Efficient support structure generation for digital fabrication
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 …
3D printers based on Fused Deposition Modeling (FDM) technology. The printers need to …
Build-to-last: Strength to weight 3D printed objects
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 …
that control the quality of the fabricated object. In this paper, we present a method to reduce …
Procedural voronoi foams for additive manufacturing
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 …
making them lighter or more flexible. While traditionally difficult to produce, additive …