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Mutahar Safdar
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A systematic review on data of additive manufacturing for machine learning applications: the data quality, type, preprocessing, and management
Y Zhang, M Safdar, J Xie, J Li, M Sage, YF Zhao
Journal of Intelligent Manufacturing 34 (8), 3305-3340, 2023
312023
Feature-based translation of CAD models with macro-parametric approach: issues of feature mapping, persistent naming, and constraint translation
M Safdar, TA Jauhar, Y Kim, H Lee, C Noh, H Kim, I Lee, I Kim, S Kwon, ...
Journal of Computational Design and Engineering 7 (5), 603-614, 2020
162020
Exchange of parametric assembly models based on neutral assembly constraints
Y Kim, H Lee, M Safdar, TA Jauhar, S Han
Concurrent Engineering 27 (4), 285-294, 2019
82019
Feature engineering in additive manufacturing
M Safdar, G Lamouche, PP Paul, G Wood, YF Zhao
Engineering of Additive Manufacturing Features for Data-Driven Solutions …, 2023
62023
Web-based Product Data Visualization and Feedback between PLM and MES
TA Jauhar, M Safdar, I Kim, S Han
Proceedings of the 25th International Conference on 3D Web Technology, 1-4, 2020
62020
A sequential cross-product knowledge accumulation, extraction and transfer framework for machine learning-based production process modelling
J Xie, C Zhang, M Sage, M Safdar, YF Zhao
International Journal of Production Research 62 (12), 4181-4201, 2024
52024
Engineering of Additive Manufacturing Features for Data-Driven Solutions: Sources, Techniques, Pipelines, and Applications
M Safdar, G Lamouche, PP Paul, G Wood, YF Zhao
Springer, 2023
52023
Fundamental requirements of a machine learning operations platform for industrial metal additive manufacturing
M Safdar, PP Paul, G Lamouche, G Wood, M Zimmermann, F Hannesen, ...
Computers in Industry 154, 104037, 2024
32024
Point-oriented persistent identification of entities for exchanging parametric CAD data
M Safdar, S Han, S Kwon, I Song
Computer-Aided Design and Applications 17 (2), 274-287, 2020
32020
Transferability Analysis of Data-Driven Additive Manufacturing Knowledge: A Case Study Between Powder Bed Fusion and Directed Energy Deposition
M Safdar, J Xie, H Ko, Y Lu, G Lamouche, YF Zhao
Journal of Computing and Information Science in Engineering 24 (5), 1-34, 2024
22024
Challenges and opportunities in additive manufacturing data preparation
M Safdar, G Lamouche, PP Paul, G Wood, YF Zhao
Engineering of Additive Manufacturing Features for Data-Driven Solutions …, 2023
12023
Evaluation of Key Spatiotemporal Learners for Print Track Anomaly Classification Using Melt Pool Image Streams
L Cherif, M Safdar, G Lamouche, P Wanjara, P Paul, G Wood, ...
IFAC-PapersOnLine 56 (2), 4733-4739, 2023
12023
Point-oriented identification for exchanging parametric CAD data
M Safdar, S Han, S Kwon, I Song
Proceedings of the 16th annual international CAD conference (CAD’19), 59-63, 2019
12019
Accelerated semantic segmentation of additively manufactured metal matrix composites: Generating datasets, evaluating convolutional and transformer models, and developing the …
M Safdar, YF Li, R El Haddad, M Zimmermann, G Wood, G Lamouche, ...
Expert Systems with Applications 251, 123974, 2024
2024
Towards reproducible machine learning-based process monitoring and quality prediction research for additive manufacturing
J Xie, M Safdar, A Mircea, Y Lu, H Ko, Z Yang, YF Zhao
arXiv preprint arXiv:2407.04031, 2024
2024
An Overarching Quality Evaluation Framework for Additive Manufacturing Digital Twin
Y Lu, Z Yang, S Li, YF Zhao, J Xie, M Safdar, H Ko
Yan Lu, Zhuo Yang, Shengyen Li, Yaoyao Fiona Zhao, Jiarui Xie, Mutahar …, 2024
2024
Applications in Data-Driven Additive Manufacturing
M Safdar, G Lamouche, PP Paul, G Wood, YF Zhao
Engineering of Additive Manufacturing Features for Data-Driven Solutions …, 2023
2023
Analyzing Additive Manufacturing Feature Spaces
M Safdar, G Lamouche, PP Paul, G Wood, YF Zhao
Engineering of Additive Manufacturing Features for Data-Driven Solutions …, 2023
2023
Point-based persistent identification of transition features for parametric CAD data exchange
M Safdar
한국과학기술원, 2020
2020
Engineering of Additive Manufacturing Features for Data-Driven Solutions
M Safdar, G Lamouche, PP Paul, G Wood, YF Zhao
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