热门出版物
标题/作者年份
Machine learning in additive manufacturing: State-of-the-art and perspectives
C Wang, XP Tan, SB Tor, CS Lim
Additive Manufacturing 36, 101538
2020
Machine learning in additive manufacturing: a review
L Meng, B McWilliams, W Jarosinski, HY Park, YG Jung, J Lee, J Zhang
Jom 72, 2363-2377
2020
Using deep learning to detect defects in manufacturing: a comprehensive survey and current challenges
J Yang, S Li, Z Wang, H Dong, J Wang, S Tang
Materials 13 (24), 5755
2020
Metallurgy, mechanistic models and machine learning in metal printing
T DebRoy, T Mukherjee, HL Wei, JW Elmer, JO Milewski
Nature Reviews Materials 6 (1), 48-68
2021
Path planning strategies to optimize accuracy, quality, build time and material use in additive manufacturing: a review
J Jiang, Y Ma
Micromachines 11 (7), 633
2020
Machine Learning for industrial applications: A comprehensive literature review
M Bertolini, D Mezzogori, M Neroni, F Zammori
Expert Systems with Applications 175, 114820
2021
Artificial intelligence in advanced manufacturing: Current status and future outlook
JF Arinez, Q Chang, RX Gao, C Xu, J Zhang
Journal of Manufacturing Science and Engineering 142 (11), 110804
2020
A perspective on using machine learning in 3D bioprinting
C Yu, J Jiang
International Journal of Bioprinting 6 (1)
2020
Big data analytics for smart factories of the future
RX Gao, L Wang, M Helu, R Teti
CIRP annals 69 (2), 668-692
2020
Real-time penetration state monitoring using convolutional neural network for laser welding of tailor rolled blanks
Z Zhang, B Li, W Zhang, R Lu, S Wada, Y Zhang
Journal of Manufacturing Systems 54, 348-360
2020
Additively manufactured biodegradable porous metals
Y Li, H Jahr, J Zhou, AA Zadpoor
Acta biomaterialia 115, 29-50
2020
Machine learning in predicting mechanical behavior of additively manufactured parts
S Nasiri, MR Khosravani
Journal of materials research and technology 14, 1137-1153
2021
Toward in-situ flaw detection in laser powder bed fusion additive manufacturing through layerwise imagery and machine learning
Z Snow, B Diehl, EW Reutzel, A Nassar
Journal of Manufacturing Systems 59, 12-26
2021
Transferable two-stream convolutional neural network for human action recognition
Q Xiong, J Zhang, P Wang, D Liu, RX Gao
Journal of Manufacturing Systems 56, 605-614
2020
Research and application of machine learning for additive manufacturing
J Qin, F Hu, Y Liu, P Witherell, CCL Wang, DW Rosen, TW Simpson, Y Lu, ...
Additive Manufacturing 52, 102691
2022
Design repository effectiveness for 3D convolutional neural networks: Application to additive manufacturing
G Williams, NA Meisel, TW Simpson, C McComb
Journal of Mechanical Design 141 (11), 111701
2019
Metal additive manufacturing parts inspection using convolutional neural network
W Cui, Y Zhang, X Zhang, L Li, F Liou
Applied Sciences 10 (2), 545
2020
Recent advances in surface defect inspection of industrial products using deep learning techniques
X Zheng, S Zheng, Y Kong, J Chen
The International Journal of Advanced Manufacturing Technology 113, 35-58
2021
On the relevance of volumetric energy density in the investigation of Inconel 718 laser powder bed fusion
F Caiazzo, V Alfieri, G Casalino
Materials 13 (3), 538
2020
A review on recent advances in vision-based defect recognition towards industrial intelligence
Y Gao, X Li, XV Wang, L Wang, L Gao
Journal of Manufacturing Systems 62, 753-766
2022
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