Machine learning for metal additive manufacturing: Towards a physics-informed data-driven paradigm
Abstract Machine learning (ML) has shown to be an effective alternative to physical models
for quality prediction and process optimization of metal additive manufacturing (AM) …
for quality prediction and process optimization of metal additive manufacturing (AM) …
Perspectives of using machine learning in laser powder bed fusion for metal additive manufacturing
The adoption of laser powder bed fusion (L-PBF) for metals by the industry has been limited
despite the significant progress made in the development of the process chain. One of the …
despite the significant progress made in the development of the process chain. One of the …
Powder-based laser hybrid additive manufacturing of metals: a review
Recent advances in additive manufacturing (AM) have attracted significant industrial
interest. Initially, AM was mainly associated with the fabrication of prototypes, but the AM …
interest. Initially, AM was mainly associated with the fabrication of prototypes, but the AM …
A systematic literature review on recent trends of machine learning applications in additive manufacturing
Additive manufacturing (AM) offers the advantage of producing complex parts more
efficiently and in a lesser production cycle time as compared to conventional subtractive …
efficiently and in a lesser production cycle time as compared to conventional subtractive …
A review of the multi-dimensional application of machine learning to improve the integrated intelligence of laser powder bed fusion
Laser powder bed fusion (LPBF) as one of the most promising additive manufacturing (AM)
technologies, has been widely used to produce metal parts and applied in fields such as …
technologies, has been widely used to produce metal parts and applied in fields such as …
A systematic review on data of additive manufacturing for machine learning applications: the data quality, type, preprocessing, and management
Additive manufacturing (AM) techniques are maturing and penetrating every aspect of the
industry. With more and more design, process, structure, and property data collected …
industry. With more and more design, process, structure, and property data collected …
3D printing of solid oral dosage forms: numerous challenges with unique opportunities
OL Okafor-Muo, H Hassanin, R Kayyali… - Journal of Pharmaceutical …, 2020 - Elsevier
Since the FDA approval of Spritam, there has been a growing interest in the application of
3D printing in pharmaceutical science. 3D printing is a method of manufacturing involving …
3D printing in pharmaceutical science. 3D printing is a method of manufacturing involving …
[HTML][HTML] Multiscale investigation of the influence of geometrical imperfections, porosity, and size-dependent features on mechanical behavior of additively …
Various manufacturing defects are known to have significant impact on the mechanical
properties of lattice structures. Therefore, defects-embedded FE models are essential for …
properties of lattice structures. Therefore, defects-embedded FE models are essential for …
Micro-fabrication of ceramics: Additive manufacturing and conventional technologies
Ceramic materials are increasingly used in micro-electro-mechanical systems (MEMS) as
they offer many advantages such as high-temperature resistance, high wear resistance, low …
they offer many advantages such as high-temperature resistance, high wear resistance, low …
Design optimization of additively manufactured titanium lattice structures for biomedical implants
A key advantage of additive manufacturing (AM) is that it allows the fabrication of lattice
structures for customized biomedical implants with high performance. This paper presents …
structures for customized biomedical implants with high performance. This paper presents …