Application of artificial intelligence in additive manufacturing

S Gu, M Choi, H Park, S Jeong, J Doh, S Park - JMST Advances, 2023 - Springer
Over the past decade, additive manufacturing (AM) technology has made significant strides
and found diverse applications across sectors like healthcare, aerospace, and construction …

Machine learning in additive manufacturing: State-of-the-art and perspectives

C Wang, XP Tan, SB Tor, CS Lim - Additive Manufacturing, 2020 - Elsevier
Additive manufacturing (AM) has emerged as a disruptive digital manufacturing technology.
However, its broad adoption in industry is still hindered by high entry barriers of design for …

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 …

Incorporation of machine learning in additive manufacturing: a review

A Raza, KM Deen, R Jaafreh, K Hamad… - … International Journal of …, 2022 - Springer
Abstract Machine learning (ML) has undeniably turned into a mainstream idea by enhancing
any system's throughput by allowing a more intelligent usage of materials and processes …

Intelligent additive manufacturing and design: state of the art and future perspectives

Y Xiong, Y Tang, Q Zhou, Y Ma, DW Rosen - Additive Manufacturing, 2022 - Elsevier
In additive manufacturing (AM), intelligent technologies are proving to be a powerful tool for
facilitating economic, efficient, and effective decision-making within the product and service …

A review on machine learning, big data analytics, and design for additive manufacturing for aerospace applications

S Chinchanikar, AA Shaikh - Journal of Materials Engineering and …, 2022 - Springer
Additive manufacturing (AM) has emerged as a promising technology to cater to the
increasing demand for the fabrication of multi-functional, multi-material, and complex parts …

[HTML][HTML] Research and application of machine learning for additive manufacturing

J Qin, F Hu, Y Liu, P Witherell, CCL Wang… - Additive …, 2022 - Elsevier
Additive manufacturing (AM) is poised to bring a revolution due to its unique production
paradigm. It offers the prospect of mass customization, flexible production, on-demand and …

[PDF][PDF] Dimensions of smart additive manufacturing

KA Brown, GX Gu - Advanced Intelligent Systems, 2021 - gu.berkeley.edu
Additive manufacturing (AM) has matured in parallel with advances in computation. This is
not a coincidence as taking advantage of the structural freedom afforded by AM requires …

[PDF][PDF] Exploring Machine Learning Tools for Enhancing Additive Manufacturing: A Comparative Study

AA Esoso, OM Ikumapayi, J Tien-Chien… - … des Systemes d' …, 2023 - researchgate.net
Accepted: 21 May 2023 Additive Manufacturing (AM), a technique leveraging 3D modeling
data to fabricate objects through layer-by-layer material deposition, has seen a surge in …

A systematic literature review on recent trends of machine learning applications in additive manufacturing

MD Xames, FK Torsha, F Sarwar - Journal of Intelligent Manufacturing, 2023 - Springer
Additive manufacturing (AM) offers the advantage of producing complex parts more
efficiently and in a lesser production cycle time as compared to conventional subtractive …