Yaoyao Fiona Zhao

42 papers A 1Journal 37Unranked 4

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Linking microstructure informatics with characterization knowledge in additively manufactured composites through customized and hybrid vision-language representations for automated qualification. Adv. Eng. Informatics Mutahar Safdar, Gentry Wood, Max Zimmermann, Guy Lamouche, Priti Wanjara, Yaoyao Fiona Zhao
2025	J	`jnl`	A Lightweight Multi-Expert Generative Language Model System for Engineering Information and Knowledge Extraction. CoRR Bogdan Bogachov, Yaoyao Fiona Zhao
2025	J	`jnl`	Economic Battery Storage Dispatch with Deep Reinforcement Learning from Rule-Based Demonstrations. CoRR Manuel Sage, Martin Staniszewski, Yaoyao Fiona Zhao
2025	J	`jnl`	Human-Artificial Intelligence Teaming for Scientific Information Extraction From Data-Driven Additive Manufacturing Literature Using Large Language Models. J. Comput. Inf. Sci. Eng. Mutahar Safdar, Jiarui Xie, Andrei Mircea, Yaoyao Fiona Zhao
2025	J	`jnl`	Linking heterogeneous microstructure informatics with expert characterization knowledge through customized and hybrid vision-language representations for industrial qualification. CoRR Mutahar Safdar, Gentry Wood, Max Zimmermann, Guy Lamouche, Priti Wanjara, Yaoyao Fiona Zhao
2025	J	`jnl`	Redundancy Analysis and Mitigation for Machine Learning-Based Process Monitoring of Additive Manufacturing. CoRR Jiarui Xie, Yaoyao Fiona Zhao
2025	J	`jnl`	The Economic Dispatch of Power-to-Gas Systems with Deep Reinforcement Learning:Tackling the Challenge of Delayed Rewards with Long-Term Energy Storage. CoRR Manuel Sage, Khalil Al Handawi, Yaoyao Fiona Zhao
2025	J	`jnl`	Towards reproducible machine learning-based process monitoring and quality prediction research for additive manufacturing. Eng. Appl. Artif. Intell. Jiarui Xie, Mutahar Safdar, Andrei Mircea, Bi Cheng Zhao, Yan Lu, Hyunwoong Ko, Zhuo Yang, Yaoyao Fiona Zhao
2025	J	`jnl`	Understanding the Impact of Applying Large Language Model in Engineering Design Education. J. Comput. Inf. Sci. Eng. Chonghui Zhang, Yaoyao Fiona Zhao, Randous El Haddad
2024	J	`jnl`	A sequential cross-product knowledge accumulation, extraction and transfer framework for machine learning-based production process modelling. Int. J. Prod. Res. Jiarui Xie, Chonghui Zhang, Manuel Sage, Mutahar Safdar, Yaoyao Fiona Zhao
2024	J	`jnl`	Accelerated semantic segmentation of additively manufactured metal matrix composites: Generating datasets, evaluating convolutional and transformer models, and developing the MicroSegQ+ Tool. Expert Syst. Appl. Mutahar Safdar, Yi Fan Li, Randy El Haddad, Max Zimmermann, Gentry Wood, Guy Lamouche, Priti Wanjara, Yaoyao Fiona Zhao
2024	—	`conf`	An Overarching Quality Evaluation Framework for Additive Manufacturing Digital Twin. CASE Yan Lu, Jiarui Xie, Mutahar Safdar, Zhuo Yang, Fatemeh Elhambakhsh, Hyunwoong Ko, Shengyen Li, Yaoyao Fiona Zhao
2024	J	`jnl`	Audio-visual cross-modality knowledge transfer for machine learning-based in-situ monitoring in laser additive manufacturing. CoRR Jiarui Xie, Mutahar Safdar, Lequn Chen, Seung Ki Moon, Yaoyao Fiona Zhao
2024	J	`jnl`	BIKAS: Bio-Inspired Knowledge Acquisition and Simulacrum - A Knowledge Database to Support Multifunctional Design Concept Generation. Data Intell. Pavan Tejaswi Velivela, Yaoyao Fiona Zhao
2024	J	`jnl`	Enhancing Battery Storage Energy Arbitrage with Deep Reinforcement Learning and Time-Series Forecasting. CoRR Manuel Sage, Joshua Campbell, Yaoyao Fiona Zhao
2024	J	`jnl`	Fairness- and Uncertainty-Aware Data Generation for Data-Driven Design Based on Active Learning. J. Comput. Inf. Sci. Eng. Jiarui Xie, Chonghui Zhang, Lijun Sun, Yaoyao Fiona Zhao
2024	J	`jnl`	Fundamental requirements of a machine learning operations platform for industrial metal additive manufacturing. Comput. Ind. Mutahar Safdar, Padma Polash Paul, Guy Lamouche, Gentry Wood, Max Zimmermann, Florian Hannesen, Christophe Bescond, Priti Wanjara, Yaoyao Fiona Zhao
2024	J	`jnl`	Human-artificial intelligence teaming for scientific information extraction from data-driven additive manufacturing research using large language models. CoRR Mutahar Safdar, Jiarui Xie, Andrei Mircea, Yaoyao Fiona Zhao
2024	—	`conf`	Investigation on domain adaptation of additive manufacturing monitoring systems to enhance digital twin reusability. CASE Jiarui Xie, Zhuo Yang, Chun-Chun Hu, Haw Ching Yang, Yan Lu, Yaoyao Fiona Zhao
2024	J	`jnl`	Investigation on domain adaptation of additive manufacturing monitoring systems to enhance digital twin reusability. CoRR Jiarui Xie, Zhuo Yang, Chun-Chun Hu, Haw Ching Yang, Yan Lu, Yaoyao Fiona Zhao
2024	J	`jnl`	Towards reproducible machine learning-based process monitoring and quality prediction research for additive manufacturing. CoRR Jiarui Xie, Mutahar Safdar, Andrei Mircea, Yan Lu, Hyunwoong Ko, Zhuo Yang, Yaoyao Fiona Zhao
2024	J	`jnl`	Transferability Analysis of Data-Driven Additive Manufacturing Knowledge: A Case Study Between Powder Bed Fusion and Directed Energy Deposition. J. Comput. Inf. Sci. Eng. Mutahar Safdar, Jiarui Xie, Hyunwoong Ko, Yan Lu, Guy Lamouche, Yaoyao Fiona Zhao
2023	J	`jnl`	A hybrid deep learning approach for the design of 2D low porosity auxetic metamaterials. Eng. Appl. Artif. Intell. Chonghui Zhang, Jiarui Xie, Ali Shanian, Mitch Kibsey, Yaoyao Fiona Zhao
2023	J	`jnl`	A systematic review on data of additive manufacturing for machine learning applications: the data quality, type, preprocessing, and management. J. Intell. Manuf. Ying Zhang, Mutahar Safdar, Jiarui Xie, Jinghao Li, Manuel Sage, Yaoyao Fiona Zhao
2023	—	`conf`	Differentiable Surrogate Models for Design and Trajectory Optimization of Auxetic Soft Robots. RoboSoft Chonghui Zhang, Audrey Sedal, Yaoyao Fiona Zhao
2023	A	`conf`	Economic Battery Storage Dispatch with Deep Reinforcement Learning from Rule-Based Demonstrations. ICCAD Manuel Sage, Martin Staniszewski, Yaoyao Fiona Zhao
2023	J	`jnl`	Evaluation of Key Spatiotemporal Learners for Print Track Anomaly Classification Using Melt Pool Image Streams. CoRR Lynn Cherif, Mutahar Safdar, Guy Lamouche, Priti Wanjara, Padma Polash Paul, Gentry Wood, Max Zimmermann, Florian Hannesen, Yaoyao Fiona Zhao
2023	J	`jnl`	Fairness- and uncertainty-aware data generation for data-driven design. CoRR Jiarui Xie, Chonghui Zhang, Lijun Sun, Yaoyao Fiona Zhao
2023	J	`jnl`	Feature selection and feature learning in machine learning applications for gas turbines: A review. Eng. Appl. Artif. Intell. Jiarui Xie, Manuel Sage, Yaoyao Fiona Zhao
2023	J	`jnl`	Machine learning aided design of conformal cooling channels for injection molding. J. Intell. Manuf. Zhenyang Gao, Guoying Dong, Yunlong Tang, Yaoyao Fiona Zhao
2023	J	`jnl`	Optimal Economic Gas Turbine Dispatch with Deep Reinforcement Learning. CoRR Manuel Sage, Martin Staniszewski, Yaoyao Fiona Zhao
2023	J	`jnl`	Transferability analysis of data-driven additive manufacturing knowledge: a case study between powder bed fusion and directed energy deposition. CoRR Mutahar Safdar, Jiarui Xie, Hyunwoong Ko, Yan Lu, Guy Lamouche, Yaoyao Fiona Zhao
2022	J	`jnl`	A Web-based automated manufacturability analyzer and recommender for additive manufacturing (MAR-AM) via a hybrid Machine learning model. Expert Syst. Appl. Ying Zhang, Yaoyao Fiona Zhao
2022	J	`jnl`	A geometric modelling framework to support the design of heterogeneous lattice structures with non-linearly varying geometry. J. Comput. Des. Eng. Nikita Letov, Yaoyao Fiona Zhao
2021	J	`jnl`	A heterogeneous lattice structure modeling technique supported by multiquadric radial basis function networks. J. Comput. Des. Eng. Yuan Liu, Huiyuan Yang, Yaoyao Fiona Zhao, Guolei Zheng
2020	—	`conf`	Investigating the Influence of Selected Linguistic Features on Authorship Attribution using German News Articles. SwissText/KONVENS Manuel Sage, Pietro Cruciata, Raed Abdo, Jackie Chi Kit Cheung, Yaoyao Fiona Zhao
2020	J	`jnl`	Towards an automated decision support system for the identification of additive manufacturing part candidates. J. Intell. Manuf. Sheng Yang, Thomas Page, Ying Zhang, Yaoyao Fiona Zhao
2018	J	`jnl`	Lattice Structure Design and Optimization With Additive Manufacturing Constraints. IEEE Trans Autom. Sci. Eng. Yunlong Tang, Guoying Dong, Qinxue Zhou, Yaoyao Fiona Zhao
2015	J	`jnl`	Bidirectional Evolutionary Structural Optimization (BESO) based design method for lattice structure to be fabricated by additive manufacturing. Comput. Aided Des. Yunlong Tang, Aidan Kurtz, Yaoyao Fiona Zhao
2012	J	`jnl`	Integration of machining and inspection. Int. J. Comput. Aided Eng. Technol. Yaoyao Fiona Zhao, Xun William Xu
2011	J	`jnl`	Dimensional metrology interoperability and standardization in manufacturing systems. Comput. Stand. Interfaces Yaoyao Fiona Zhao, Xun Xu, Tom Kramer, Frederick M. Proctor, John Horst
2010	J	`jnl`	Enabling cognitive manufacturing through automated on-machine measurement planning and feedback. Adv. Eng. Informatics Yaoyao Fiona Zhao, Xun Xu