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2020 – today
- 2024
[j7]Mutahar Safdar
, Padma Polash Paul, Guy Lamouche, Gentry Wood, Max Zimmermann, Florian Hannesen, Christophe Bescond, Priti Wanjara, Yaoyao Fiona Zhao:
Fundamental requirements of a machine learning operations platform for industrial metal additive manufacturing. Comput. Ind. 154: 104037 (2024)- [j6]Mutahar Safdar, Yi Fan Li, Randy El Haddad, Max Zimmermann, Gentry Wood, Guy Lamouche, Priti Wanjara, Yaoyao Fiona Zhao:
Accelerated semantic segmentation of additively manufactured metal matrix composites: Generating datasets, evaluating convolutional and transformer models, and developing the MicroSegQ+ Tool. Expert Syst. Appl. 251: 123974 (2024) - [j5]Jiarui Xie, Chonghui Zhang, Manuel Sage, Mutahar Safdar, Yaoyao Fiona Zhao:
A sequential cross-product knowledge accumulation, extraction and transfer framework for machine learning-based production process modelling. Int. J. Prod. Res. 62(12): 4181-4201 (2024) - [j4]Mutahar Safdar, Jiarui Xie, Hyunwoong Ko, Yan Lu, Guy Lamouche, Yaoyao Fiona Zhao:
Transferability Analysis of Data-Driven Additive Manufacturing Knowledge: A Case Study Between Powder Bed Fusion and Directed Energy Deposition. J. Comput. Inf. Sci. Eng. 24(4) (2024) - [c2]Yan Lu, Jiarui Xie, Mutahar Safdar, Zhuo Yang, Fatemeh Elhambakhsh, Hyunwoong Ko, Shengyen Li, Yaoyao Fiona Zhao:
An Overarching Quality Evaluation Framework for Additive Manufacturing Digital Twin. CASE 2024: 676-682 - [i5]Jiarui Xie, Mutahar Safdar, Andrei Mircea, Yan Lu, Hyunwoong Ko, Zhuo Yang, Yaoyao Fiona Zhao:
Towards reproducible machine learning-based process monitoring and quality prediction research for additive manufacturing. CoRR abs/2407.04031 (2024) - [i4]Mutahar Safdar, Jiarui Xie, Andrei Mircea, Yaoyao Fiona Zhao:
Human-artificial intelligence teaming for scientific information extraction from data-driven additive manufacturing research using large language models. CoRR abs/2407.18827 (2024) - [i3]Jiarui Xie, Mutahar Safdar, Lequn Chen, Seung Ki Moon, Yaoyao Fiona Zhao:
Audio-visual cross-modality knowledge transfer for machine learning-based in-situ monitoring in laser additive manufacturing. CoRR abs/2408.05307 (2024) - 2023
- [j3]Ying Zhang, Mutahar Safdar, Jiarui Xie, Jinghao Li, Manuel Sage, Yaoyao Fiona Zhao:
A systematic review on data of additive manufacturing for machine learning applications: the data quality, type, preprocessing, and management. J. Intell. Manuf. 34(8): 3305-3340 (2023) - [i2]Lynn Cherif, Mutahar Safdar, Guy Lamouche, Priti Wanjara, Padma Polash Paul, Gentry Wood, Max Zimmermann, Florian Hannesen, Yaoyao Fiona Zhao:
Evaluation of Key Spatiotemporal Learners for Print Track Anomaly Classification Using Melt Pool Image Streams. CoRR abs/2308.14861 (2023) - [i1]Mutahar Safdar, Jiarui Xie, Hyunwoong Ko, Yan Lu, Guy Lamouche, Yaoyao Fiona Zhao:
Transferability analysis of data-driven additive manufacturing knowledge: a case study between powder bed fusion and directed energy deposition. CoRR abs/2309.06286 (2023) - 2020
- [j2]Mutahar Safdar, Tahir Abbas Jauhar, Youngki Kim, Hanra Lee, Chiho Noh, Hyebin Kim, Inhwan Lee, Imgyu Kim, Soonjo Kwon, Soonhung Han:
Feature-based translation of CAD models with macro-parametric approach: issues of feature mapping, persistent naming, and constraint translation. J. Comput. Des. Eng. 7(5): 603-614 (2020) - [c1]Tahir Abbas Jauhar, Mutahar Safdar, Imgyu Kim, Soonhung Han:
Web-based Product Data Visualization and Feedback between PLM and MES. Web3D 2020: 16:1-16:4
2010 – 2019
- 2019
- [j1]Youngki Kim, Hanra Lee, Mutahar Safdar, Tahir Abbas Jauhar, Soonhung Han:
Exchange of parametric assembly models based on neutral assembly constraints. Concurr. Eng. Res. Appl. 27(4) (2019)
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