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Proceedings Papers

Feasibility Study of Decentralized Lubrication System Design Through Branch and Bound and Genetic Algorithm for Turbomachinery Trains

Yuzheng Chen, Bill Maier, Andy Buckenberger, Yaoyao Fiona Zhao
Proc. ASME. GT2024, Volume 12D: Turbomachinery — Multidisciplinary Design Approaches, Optimization, and Uncertainty Quantification; Radial Turbomachinery Aerodynamics; Unsteady Flows in Turbomachinery, V12DT34A013, June 24–28, 2024
Publisher: American Society of Mechanical Engineers
Paper No: GT2024-123728
https://doi.org/10.1115/GT2024-123728
View Paper titled, Feasibility Study of Decentralized Lubrication System Design Through Branch and Bound and Genetic Algorithm for Turbomachinery Trains
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Topics: Design, Genetic algorithms, Industrial lubrication systems, Optimization, Trains, Turbomachinery
Journal Articles

Transferability Analysis of Data-Driven Additive Manufacturing Knowledge: A Case Study Between Powder Bed Fusion and Directed Energy Deposition

Mutahar Safdar, Jiarui Xie, Hyunwoong Ko, Yan Lu, Guy Lamouche, Yaoyao Fiona Zhao
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. May 2024, 24(5): 051010.
Paper No: JCISE-23-1358
https://doi.org/10.1115/1.4065090
Published Online: April 1, 2024
View Article titled, Transferability Analysis of Data-Driven Additive Manufacturing Knowledge: A Case Study Between Powder Bed Fusion and Directed Energy Deposition
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Topics: Additive manufacturing, Knowledge transfer, Machine learning, Lasers, Metals
Journal Articles

Fairness- and Uncertainty-Aware Data Generation for Data-Driven Design Based on Active Learning

Jiarui Xie, Chonghui Zhang, Lijun Sun, Yaoyao Fiona Zhao
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. May 2024, 24(5): 051004.
Paper No: JCISE-23-1344
https://doi.org/10.1115/1.4064408
Published Online: January 29, 2024
View Article titled, Fairness- and Uncertainty-Aware Data Generation for Data-Driven Design Based on Active Learning
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Topics: Design, Shapes, Uncertainty, Data-driven design, Optimization, Modeling, Simulation, Pipelines
Proceedings Papers

Fairness- and Uncertainty-Aware Data Generation for Data-Driven Design

Jiarui Xie, Chonghui Zhang, Lijun Sun, Yaoyao Fiona Zhao
Proc. ASME. IDETC-CIE2023, Volume 2: 43rd Computers and Information in Engineering Conference (CIE), V002T02A045, August 20–23, 2023
Publisher: American Society of Mechanical Engineers
Paper No: DETC2023-114687
https://doi.org/10.1115/DETC2023-114687
View Paper titled, Fairness- and Uncertainty-Aware Data Generation for Data-Driven Design
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Topics: Data-driven design, Uncertainty
Proceedings Papers

Transferability Analysis of Data-Driven Additive Manufacturing Knowledge: A Case Study Between Powder Bed Fusion and Directed Energy Deposition

Mutahar Safdar, Jiarui Xie, Hyunwoong Ko, Yan Lu, Guy Lamouche, Yaoyao Fiona Zhao
Proc. ASME. IDETC-CIE2023, Volume 2: 43rd Computers and Information in Engineering Conference (CIE), V002T02A078, August 20–23, 2023
Publisher: American Society of Mechanical Engineers
Paper No: DETC2023-116458
https://doi.org/10.1115/DETC2023-116458
View Paper titled, Transferability Analysis of Data-Driven Additive Manufacturing Knowledge: A Case Study Between Powder Bed Fusion and Directed Energy Deposition
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Topics: Additive manufacturing, Knowledge transfer
Proceedings Papers

Comparative Study of the Flow and Thermal Characteristics of Non-Stochastic Lattice and Bio-Inspired Multi-Scale Structures for Gas Turbine Engine Applications

Shivangi Sarabhai, Pavan Tejaswi Velivela, Yaoyao Fiona Zhao, Fabian Sanchez, Mitch Kibsey
Proc. ASME. GT2023, Volume 11B: Structures and Dynamics — Emerging Methods in Engineering Design, Analysis, and Additive Manufacturing; Fatigue, Fracture, and Life Prediction; Probabilistic Methods; Rotordynamics; Structural Mechanics and Vibration, V11BT23A011, June 26–30, 2023
Publisher: American Society of Mechanical Engineers
Paper No: GT2023-103790
https://doi.org/10.1115/GT2023-103790
View Paper titled, Comparative Study of the Flow and Thermal Characteristics of Non-Stochastic Lattice and Bio-Inspired Multi-Scale Structures for Gas Turbine Engine Applications
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Topics: Additive manufacturing, Biomimetics, Convection, Design, Flow (Dynamics), Friction, Gas turbines
Journal Articles

Special Issue: Design for Advanced Manufacturing

Yaoyao Fiona Zhao, Stefanie Elgeti, James Guest, Christopher McComb, Julián Norato, Deepesh Toshniwal
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Guest Editorial
J. Mech. Des. January 2023, 145(1): 010301.
Paper No: MD-22-1672
https://doi.org/10.1115/1.4056169
Published Online: December 1, 2022
View Article titled, Special Issue: Design for Advanced Manufacturing
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Topics: Design, Manufacturing, Additive manufacturing
Proceedings Papers

Knowledge Extraction Method to Support Domain Integrated Design Methodology

Siyuan Sun, Pavan Tejaswi Velivela, Yong Zeng, Yaoyao Fiona Zhao
Proc. ASME. IDETC-CIE2022, Volume 2: 42nd Computers and Information in Engineering Conference (CIE), V002T02A008, August 14–17, 2022
Publisher: American Society of Mechanical Engineers
Paper No: DETC2022-90688
https://doi.org/10.1115/DETC2022-90688
View Paper titled, Knowledge Extraction Method to Support Domain Integrated Design Methodology
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Topics: Classification, Design methodology, Natural language processing, Text analytics
Proceedings Papers

Combining Feature Learning and Transfer Learning in Balancing Anomaly Detection for Gas Turbine Engine Vibration Analysis

Jiarui Xie, Katherine Schmidt, Nausica Budeanu, Vincent Letendre, Yaoyao Fiona Zhao
Proc. ASME. IDETC-CIE2022, Volume 2: 42nd Computers and Information in Engineering Conference (CIE), V002T02A082, August 14–17, 2022
Publisher: American Society of Mechanical Engineers
Paper No: DETC2022-88223
https://doi.org/10.1115/DETC2022-88223
View Paper titled, Combining Feature Learning and Transfer Learning in Balancing Anomaly Detection for Gas Turbine Engine Vibration Analysis
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Topics: Gas turbines, Vibration, Vibration analysis
Journal Articles

Beam-Based Lattice Topology Transition With Function Representation

Nikita Letov, Yaoyao Fiona Zhao
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. January 2023, 145(1): 011704.
Paper No: MD-22-1253
https://doi.org/10.1115/1.4055950
Published Online: November 3, 2022
View Article titled, Beam-Based Lattice Topology Transition With Function Representation
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Topics: Topology, Geometric modeling
Journal Articles

Special Issue: Artificial Intelligence and Engineering Design

James T. Allison, Michel-Alexandre Cardin, Chris McComb, Max Yi Ren, Daniel Selva, Conrad Tucker, Paul Witherell, Yaoyao Fiona Zhao
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Guest Editorial
J. Mech. Des. February 2022, 144(2): 020301.
Paper No: MD-21-1686
https://doi.org/10.1115/1.4053111
Published Online: January 11, 2022
View Article titled, Special Issue: Artificial Intelligence and Engineering Design
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Topics: Design, Engineering design, Artificial intelligence
Journal Articles

Challenges and Opportunities in Geometric Modeling of Complex Bio-Inspired Three-Dimensional Objects Designed for Additive Manufacturing

Nikita Letov, Pavan Tejaswi Velivela, Siyuan Sun, Yaoyao Fiona Zhao
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. December 2021, 143(12): 121705.
Paper No: MD-20-1925
https://doi.org/10.1115/1.4051720
Published Online: September 6, 2021
View Article titled, Challenges and Opportunities in Geometric Modeling of Complex Bio-Inspired Three-Dimensional Objects Designed for Additive Manufacturing
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Topics: Biomimetics, Design, Geometric modeling, Modeling, Shapes
eBook Chapter

Mesoscale Lattice Structure Design and Simulation with the Support of a Property Database

Publisher: ASME
Published: 2021
ISBN: 9780791862025
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Topics: Databases, Design, Simulation
Journal Articles

Journal Commitment to Diversity, Equity, and Inclusion

Harry Dankowicz, Chloé Arson, Yashashree Kulkarni, Arezoo Ardekani, Samantha H. Daly, Dennis M. Kochmann, Michael Leamy, Gary Seidel, Thomas Siegmund, Petia Vlahovska, Yaoyao Fiona Zhao
Journal: Applied Mechanics Reviews
Publisher: ASME
Article Type: Editorial
Appl. Mech. Rev. March 2021, 73(2): 020201.
Paper No: AMR-21-1023
https://doi.org/10.1115/1.4050784
Published Online: April 21, 2021
View Article titled, Journal Commitment to Diversity, Equity, and Inclusion
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Topics: Engineering mechanics, Engineering research, Engineers, Leadership, Mentoring, Transparency
Proceedings Papers

Machine Learning Aided Design and Optimization of Conformal Porous Structures

Zhenyang Gao, Danièle Sossou, Yaoyao Fiona Zhao
Proc. ASME. IDETC-CIE2020, Volume 9: 40th Computers and Information in Engineering Conference (CIE), V009T09A041, August 17–19, 2020
Publisher: American Society of Mechanical Engineers
Paper No: DETC2020-22150
https://doi.org/10.1115/DETC2020-22150
View Paper titled, Machine Learning Aided Design and Optimization of Conformal Porous Structures
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Topics: Cooling, Design, Injection molding, Machine learning, Optimization
Journal Articles

A Survey of Modeling and Optimization Methods for Multi-Scale Heterogeneous Lattice Structures

Yuan Liu, Guolei Zheng, Nikita Letov, Yaoyao Fiona Zhao
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Review Articles
J. Mech. Des. April 2021, 143(4): 040803.
Paper No: MD-20-1169
https://doi.org/10.1115/1.4047917
Published Online: October 12, 2020
View Article titled, A Survey of Modeling and Optimization Methods for Multi-Scale Heterogeneous Lattice Structures
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Topics: Design, Modeling, Optimization, Geometric modeling, Simulation, Topology
Journal Articles

Rapid Modeling and Design Optimization of Multi-Topology Lattice Structure Based on Unit-Cell Library

Yuan Liu, Shurong Zhuo, Yining Xiao, Guolei Zheng, Guoying Dong, Yaoyao Fiona Zhao
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. September 2020, 142(9): 091705.
Paper No: MD-19-1867
https://doi.org/10.1115/1.4046812
Published Online: May 8, 2020
View Article titled, Rapid Modeling and Design Optimization of Multi-Topology Lattice Structure Based on Unit-Cell Library
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Topics: Design, Modeling, Optimization, Topology, Density, Construction, Mechanical properties
Proceedings Papers

A Comparative Study of Metal Additive Manufacturing Processes for Elevated Sustainability

Wenbo Min, Sheng Yang, Ying Zhang, Yaoyao Fiona Zhao
Proc. ASME. IDETC-CIE2019, Volume 4: 24th Design for Manufacturing and the Life Cycle Conference; 13th International Conference on Micro- and Nanosystems, V004T05A009, August 18–21, 2019
Publisher: American Society of Mechanical Engineers
Paper No: DETC2019-97436
https://doi.org/10.1115/DETC2019-97436
View Paper titled, A Comparative Study of Metal Additive Manufacturing Processes for Elevated Sustainability
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Topics: Additive manufacturing, Metals, Sustainability
Proceedings Papers

Machine Learning Assisted Prediction of the Manufacturability of Laser-Based Powder Bed Fusion Process

Ying Zhang, Guoying Dong, Sheng Yang, Yaoyao Fiona Zhao
Proc. ASME. IDETC-CIE2019, Volume 1: 39th Computers and Information in Engineering Conference, V001T02A008, August 18–21, 2019
Publisher: American Society of Mechanical Engineers
Paper No: DETC2019-97610
https://doi.org/10.1115/DETC2019-97610
View Paper titled, Machine Learning Assisted Prediction of the Manufacturability of Laser-Based Powder Bed Fusion Process
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Topics: Lasers, Machine learning, Design, Additive manufacturing, Manufacturing, Metals, Shapes
Journal Articles

Design of Conformal Porous Structures for the Cooling System of an Injection Mold Fabricated by Additive Manufacturing Process

Yunlong Tang, Zhengyang Gao, Yaoyao Fiona Zhao
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research-Article
J. Mech. Des. October 2019, 141(10): 101702.
Paper No: MD-18-1728
https://doi.org/10.1115/1.4043680
Published Online: May 23, 2019
View Article titled, Design of Conformal Porous Structures for the Cooling System of an Injection Mold Fabricated by Additive Manufacturing Process
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Topics: Cooling, Design, Design methodology, Temperature, Coolants