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ORCIDYaoyao Fiona Zhao
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2020 – today
- 2024
[j19]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)- [j18]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) - [j17]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) - [j16]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) - [j15]Jiarui Xie, Chonghui Zhang, Lijun Sun, Yaoyao Fiona Zhao:
Fairness- and Uncertainty-Aware Data Generation for Data-Driven Design Based on Active Learning. J. Comput. Inf. Sci. Eng. 24(4) (2024) - [c5]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 - [c4]Jiarui Xie, Zhuo Yang, Chun-Chun Hu, Haw Ching Yang, Yan Lu, Yaoyao Fiona Zhao:
Investigation on domain adaptation of additive manufacturing monitoring systems to enhance digital twin reusability. CASE 2024: 690-697 - [i8]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) - [i7]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) - [i6]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) - [i5]Jiarui Xie, Zhuo Yang, Chun-Chun Hu, Haw Ching Yang, Yan Lu, Yaoyao Fiona Zhao:
Investigation on domain adaptation of additive manufacturing monitoring systems to enhance digital twin reusability. CoRR abs/2409.12785 (2024) - 2023
- [j14]Jiarui Xie, Manuel Sage, Yaoyao Fiona Zhao:
Feature selection and feature learning in machine learning applications for gas turbines: A review. Eng. Appl. Artif. Intell. 117(Part): 105591 (2023) - [j13]Chonghui Zhang, Jiarui Xie, Ali Shanian, Mitch Kibsey, Yaoyao Fiona Zhao:
A hybrid deep learning approach for the design of 2D low porosity auxetic metamaterials. Eng. Appl. Artif. Intell. 123(Part B): 106413 (2023) - [j12]Zhenyang Gao, Guoying Dong, Yunlong Tang, Yaoyao Fiona Zhao:
Machine learning aided design of conformal cooling channels for injection molding. J. Intell. Manuf. 34(3): 1183-1201 (2023) - [j11]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) - [c3]Manuel Sage, Martin Staniszewski, Yaoyao Fiona Zhao:
Economic Battery Storage Dispatch with Deep Reinforcement Learning from Rule-Based Demonstrations. ICCAD 2023: 1-6 - [c2]Chonghui Zhang, Audrey Sedal, Yaoyao Fiona Zhao:
Differentiable Surrogate Models for Design and Trajectory Optimization of Auxetic Soft Robots. RoboSoft 2023: 1-8 - [i4]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) - [i3]Manuel Sage, Martin Staniszewski, Yaoyao Fiona Zhao:
Optimal Economic Gas Turbine Dispatch with Deep Reinforcement Learning. CoRR abs/2308.14924 (2023) - [i2]Jiarui Xie, Chonghui Zhang, Lijun Sun, Yaoyao Fiona Zhao:
Fairness- and uncertainty-aware data generation for data-driven design. CoRR abs/2309.05842 (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) - 2022
- [j10]Ying Zhang, Yaoyao Fiona Zhao:
A Web-based automated manufacturability analyzer and recommender for additive manufacturing (MAR-AM) via a hybrid Machine learning model. Expert Syst. Appl. 199: 117189 (2022) - [j9]Nikita Letov, Yaoyao Fiona Zhao:
A geometric modelling framework to support the design of heterogeneous lattice structures with non-linearly varying geometry. J. Comput. Des. Eng. 9(5): 1565-1584 (2022) - 2021
- [j8]Yuan Liu, Huiyuan Yang, Yaoyao Fiona Zhao, Guolei Zheng:
A heterogeneous lattice structure modeling technique supported by multiquadric radial basis function networks. J. Comput. Des. Eng. 9(1): 68-81 (2021) - 2020
- [j7]Sheng Yang, Thomas Page, Ying Zhang, Yaoyao Fiona Zhao:
Towards an automated decision support system for the identification of additive manufacturing part candidates. J. Intell. Manuf. 31(8): 1917-1933 (2020) - [c1]Manuel Sage, Pietro Cruciata, Raed Abdo, Jackie Chi Kit Cheung, Yaoyao Fiona Zhao:
Investigating the Influence of Selected Linguistic Features on Authorship Attribution using German News Articles. SwissText/KONVENS 2020
2010 – 2019
- 2018
- [j6]Yunlong Tang, Guoying Dong, Qinxue Zhou, Yaoyao Fiona Zhao:
Lattice Structure Design and Optimization With Additive Manufacturing Constraints. IEEE Trans Autom. Sci. Eng. 15(4): 1546-1562 (2018) - 2015
- [j5]Yunlong Tang, Aidan Kurtz, Yaoyao Fiona Zhao:
Bidirectional Evolutionary Structural Optimization (BESO) based design method for lattice structure to be fabricated by additive manufacturing. Comput. Aided Des. 69: 91-101 (2015) - 2012
- [j4]Yaoyao Fiona Zhao, Xun William Xu:
Integration of machining and inspection. Int. J. Comput. Aided Eng. Technol. 4(1): 1-31 (2012) - 2011
- [j3]Yaoyao Fiona Zhao, Xun Xu, Tom Kramer, Frederick M. Proctor, John Horst:
Dimensional metrology interoperability and standardization in manufacturing systems. Comput. Stand. Interfaces 33(6): 541-555 (2011) - 2010
- [j2]Yaoyao Fiona Zhao, Xun Xu:
Enabling cognitive manufacturing through automated on-machine measurement planning and feedback. Adv. Eng. Informatics 24(3): 269-284 (2010)
2000 – 2009
- 2009
- [j1]Fiona Zhao, Xun Xu, Sheng Quan Xie:
Computer-Aided Inspection Planning - The state of the art. Comput. Ind. 60(7): 453-466 (2009)
Coauthor Index
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