Additively manufactured materials and structures: A state-of-the-art review on their mechanical characteristics and energy absorption

Y Wu, J Fang, C Wu, C Li, G Sun, Q Li - International Journal of Mechanical …, 2023 - Elsevier
Lightweight materials and structures have been extensively studied for a wide range of
applications in design and manufacturing of more environment-friendly and more …

Review of transfer learning in modeling additive manufacturing processes

Y Tang, MR Dehaghani, GG Wang - Additive Manufacturing, 2023 - Elsevier
Modeling plays an important role in the additive manufacturing (AM) process and quality
control. In practice, however, only limited data are available for each product due to the …

Integration of interlayer surface enhancement technologies into metal additive manufacturing: A review

Y Chen, X Zhang, D Ding, X Wang, K Zhang… - Journal of Materials …, 2023 - Elsevier
Additive manufacturing (AM) has the advantages of rapid prototyping, high design freedom,
and flexible manufacturing, while the mechanical properties of additively manufactured …

A Survey of Image-Based Fault Monitoring in Additive Manufacturing: Recent Developments and Future Directions

RG Kim, M Abisado, J Villaverde, GA Sampedro - Sensors, 2023 - mdpi.com
Additive manufacturing (AM) has emerged as a transformative technology for various
industries, enabling the production of complex and customized parts. However, ensuring the …

Physics-Driven Data Collection in 3-D Printing: Traversing the Realm of Social Manufacturing

TS Tamir, G Xiong, Z Shen… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Additive manufacturing (AM), also called 3-D printing, is a supporting technology in social
manufacturing that has gained significant attention recently. As the AM industry grows …

Deep learning for in-situ layer quality monitoring during laser-based directed energy deposition (LB-DED) additive manufacturing process

S Hespeler, E Dehghan-Niri, M Juhasz, K Luo… - Applied Sciences, 2022 - mdpi.com
Defects are a leading issue for the rejection of parts manufactured through the Directed
Energy Deposition (DED) Additive Manufacturing (AM) process. In an attempt to illuminate …

Machine Learning in Biomaterials, Biomechanics/Mechanobiology, and Biofabrication: State of the Art and Perspective

C Wu, Y Xu, J Fang, Q Li - Archives of Computational Methods in …, 2024 - Springer
In the past three decades, biomedical engineering has emerged as a significant and rapidly
growing field across various disciplines. From an engineering perspective, biomaterials …

Laser-Induced Breakdown Spectroscopy for composition monitoring during directed energy deposition of graded Fe-Ni alloys

B Squires, D Flannery, T Bivens, R Banerjee… - … International Journal of …, 2024 - Springer
Approaches for in-situ monitoring elemental composition in the working zone during additive
manufacturing (AM) with directed energy deposition are relatively underdeveloped and …

Time-resolved absorption spectroscopy in electron beam melting with blue vertical-cavity surface-emitting lasers

M Beuting, LI Escano, L Chen, ST Sanders - Optics Express, 2023 - opg.optica.org
This paper addresses the challenge of understanding the dynamics of the interaction
between partially evaporated metal and the liquid metal melt pool in electron beam melting …

[HTML][HTML] Monitoring, Modeling, and Statistical Analysis in Metal Additive Manufacturing: A Review

GA Johnson, MM Dolde, JT Zaugg, MJ Quintana… - Materials, 2024 - pmc.ncbi.nlm.nih.gov
Despite the significant advances made involving the additive manufacturing (AM) of metals,
including those related to both materials and processes, challenges remain in regard to the …