Yaoyao Fiona Zhao

ScholarGPS® ID: 91188752865418

Highly Ranked Scholar - Lifetime:

#14

3D printing

#215

Manufacturing

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Highly Ranked Scholar - Prior Five Years:

#19

3D printing

#40

Manufacturing

Affiliation

McGill University, Montreal, Canada

Affiliation History

Field

Engineering and Computer Science

Discipline

Mechanical Engineering

Top Specialties

Metrics Summary

Publication Count

100

Predicted Citations

4,902

Predicted h-index

Ranking

Publications and Citation History

Publications based on Top Specialties

Types of Publication

Publications
Books
Patents
NIH/NSF

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Crystal introducing mechanism in laser wire directed energy deposition fabricated Ti6Al4V (journal article) Li, Jinghao \| Zhou, Xianglin \| Brochu, Mathieu \| Chekir, Nejib \| Sixsmith, J. J. \| Zhao, Yaoyao Fiona Progress in Additive Manufacturing (2024). 10.1007/s40964-024-00701-1 Cite \| Source
A sequential cross-product knowledge accumulation, extraction and transfer framework for machine learning-based production process modelling (journal article) Xie, Jiarui \| Zhang, Chonghui \| Sage, Manuel \| Safdar, Mutahar \| Zhao, Yaoyao Fiona International Journal of Production Research, volume 62, issue 12, pages 4181-4201 (2024). 10.1080/00207543.2023.2254854 Cited by (2) \| Cite \| Source
Geometric modeling of advanced cellular structures with skeletal graphs (journal article) Letov, Nikita \| Zhao, Yaoyao Fiona International Journal of Mechanical Sciences, volume 270 (2024). 10.1016/j.ijmecsci.2024.109087 Cite \| Source
Fairness- and Uncertainty-Aware Data Generation for Data-Driven Design Based on Active Learning (journal article) Xie, Jiarui \| Zhang, Chonghui \| Sun, Lijun \| Zhao, Yaoyao Fiona Journal of Computing and Information Science in Engineering, volume 24, issue 5 (2024). 10.1115/1.4064408 Cited by (1) \| Cite \| Source
Fundamental requirements of a machine learning operations platform for industrial metal additive manufacturing (journal article) Safdar, Mutahar \| Paul, Padma Polash \| Lamouche, Guy \| Wood, Gentry \| Zimmermann, Max \| Hannesen, Florian \| Bescond, Christophe \| Wanjara, Priti \| Zhao, Yaoyao Fiona Computers in Industry, volume 154 (2024). 10.1016/j.compind.2023.104037 Cited by (1) \| Cite \| Source
BIKAS: Bio-Inspired Knowledge Acquisition and Simulacrum—A Knowledge Database to Support Multifunctional Design Concept Generation (journal article) Velivela, Pavan Tejaswi \| Zhao, Yaoyao Fiona Data Intelligence (2023). 10.1162/dint_a_00240 Cited by (1) \| Cite \| Source
A systematic review on data of additive manufacturing for machine learning applications: the data quality, type, preprocessing, and management (journal article) Zhang, Ying \| Safdar, Mutahar \| Xie, Jiarui \| Li, Jinghao \| Sage, Manuel \| Zhao, Yaoyao Fiona Journal of Intelligent Manufacturing, volume 34, issue 8, pages 3305-3340 (2023). 10.1007/s10845-022-02017-9 Cited by (13) \| Cite \| Source
Toward automated life cycle assessment for additive manufacturing: A systematic review of influential parameters and framework design (journal article) Naser, Ahmed Z. \| Defersha, Fantahun \| Pei, Eujin \| Zhao, Yaoyao Fiona \| Yang, Sheng Sustainable Production and Consumption, volume 41 (2023). 10.1016/j.spc.2023.08.009 Cited by (3) \| Cite \| Source
A hybrid deep learning approach for the design of 2D low porosity auxetic metamaterials (journal article) Zhang, Chonghui \| Xie, Jiarui \| Shanian, Ali \| Kibsey, Mitch \| Zhao, Yaoyao Fiona Engineering Applications of Artificial Intelligence, volume 123 (2023). 10.1016/j.engappai.2023.106413 Cited by (5) \| Cite \| Source
GEOMETRIC MODELLING OF HETEROGENEOUS LATTICE STRUCTURES THROUGH FUNCTION REPRESENTATION WITH LATTICEQUERY (journal article) Letov, Nikita \| Zhao, Yaoyao Fiona Proceedings of the Design Society, volume 3 (2023). 10.1017/pds.2023.205 Cited by (1) \| Cite \| Source
A CASE STUDY OF MULTIFUNCTIONAL NON-PNEUMATIC TIRE DESIGN FOR THE VALIDATION OF META-LEVEL DESIGN PARAMETER IN DOMAIN INTEGRATED DESIGN (DID) METHOD (journal article) Velivela, Pavan Tejaswi \| Letov, Nikita \| Kong, Lingchen \| Zhao, Yaoyao Fiona Proceedings of the Design Society, volume 3 (2023). 10.1017/pds.2023.5 Cited by (2) \| Cite \| Source
Variant design generation and machine learning aided deformation prediction for auxetic metamaterials (journal article) Zhang, Chonghui \| Ridard, Arnaud \| Kibsey, Mitch \| Zhao, Yaoyao Fiona Mechanics of Materials, volume 181 (2023). 10.1016/j.mechmat.2023.104642 Cited by (3) \| Cite \| Source
Economic Battery Storage Dispatch with Deep Reinforcement Learning from Rule-Based Demonstrations (conference) Sage, Manuel \| Staniszewski, Martin \| Zhao, Yaoyao Fiona 2023 International Conference on Control, Automation and Diagnosis (ICCAD) (2023) Rome, Italy 10.1109/ICCAD57653.2023.10152299 Cite \| Source
Differentiable Surrogate Models for Design and Trajectory Optimization of Auxetic Soft Robots (conference) Zhang, Chonghui \| Sedal, Audrey \| Zhao, Yaoyao Fiona 2023 IEEE International Conference on Soft Robotics (RoboSoft) (2023) Singapore, Singapore 10.1109/RoboSoft55895.2023.10121968 Cited by (1) \| Cite \| Source
Understanding the flow and thermal characteristics of non-stochastic strut-based and surface-based lattice structures (journal article) Sarabhai, Shivangi \| Letov, Nikita \| Kibsey, Mitch \| Sanchez, Fabian \| Zhao, Yaoyao Fiona Materials & Design, volume 227 (2023). 10.1016/j.matdes.2023.111787 Cited by (6) \| Cite \| Source
Machine learning aided design of conformal cooling channels for injection molding (journal article) Gao, Zhenyang \| Dong, Guoying \| Tang, Yunlong \| Zhao, Yaoyao Fiona Journal of Intelligent Manufacturing, volume 34, issue 3, pages 1183-1201 (2023). 10.1007/s10845-021-01841-9 Cited by (15) \| Cite \| Source
Data-driven design of biometric composite metamaterials with extremely recoverable and ultrahigh specific energy absorption (journal article) Gao, Zhenyang \| Wang, Hongze \| Letov, Nikita \| Zhao, Yaoyao Fiona \| Zhang, Xiaolin \| Wu, Yi \| Leung, Chu Lun Alex \| Wang, Haowei Composites Part B: Engineering, volume 251 (2023). 10.1016/j.compositesb.2022.110468 Cited by (11) \| Cite \| Source
Optimal Economic Gas Turbine Dispatch with Deep Reinforcement Learning (journal article) Sage, Manuel \| Staniszewski, Martin \| Zhao, Yaoyao Fiona IFAC-PapersOnLine, volume 56, issue 2, pages 10039-10044 (2023). 10.1016/j.ifacol.2023.10.871 Cite \| Source
Evaluation of Key Spatiotemporal Learners for Print Track Anomaly Classification Using Melt Pool Image Streams (journal article) Cherif, Lynn \| Safdar, Mutahar \| Lamouche, Guy \| Wanjara, Priti \| Paul, Padma \| Wood, Gentry \| Zimmermann, Max \| Hannesen, Florian \| Zhao, Yaoyao Fiona IFAC-PapersOnLine, volume 56, issue 2, pages 4733-4739 (2023). 10.1016/j.ifacol.2023.10.1235 Cite \| Source
Feature selection and feature learning in machine learning applications for gas turbines: A review (journal article) Xie, Jiarui \| Sage, Manuel \| Zhao, Yaoyao Fiona Engineering Applications of Artificial Intelligence, volume 117 (2023). 10.1016/j.engappai.2022.105591 Cited by (33) \| Cite \| Source