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Journal Articles

Patent Data for Engineering Design: A Critical Review and Future Directions

Accepted Manuscript
Shuo Jiang, Serhad Sarica, Binyang Song, Jie Hu, Jianxi Luo
Journal: Journal of Computing and Information Science in Engineering
Article Type: Review Articles
J. Comput. Inf. Sci. Eng.
Paper No: JCISE-22-1031
DOI: https://doi.org/10.1115/1.4054802
Published Online: June 14, 2022
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Topics: Artificial intelligence, Engineering design, Patents, Design, Computer-aided design, Databases, Data-driven design, Design theory, Engineering systems and industry applications, Machine learning
Proceedings Papers

Data-Driven Design-by-Analogy: State of the Art

Shuo Jiang, Jie Hu, Jianxi Luo
Proc. ASME. IDETC-CIE2021, Volume 2: 41st Computers and Information in Engineering Conference (CIE), V002T02A028, August 17–19, 2021
Paper No: DETC2021-68669
DOI: https://doi.org/10.1115/DETC2021-68669
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Topics: Artificial intelligence, Data-driven design, Design
Journal Articles

Data-Driven Design-By-Analogy: State-of-the-Art and Future Directions

Shuo Jiang, Jie Hu, Kristin L. Wood, Jianxi Luo
Journal: Journal of Mechanical Design
Article Type: Review Articles
J. Mech. Des. February 2022, 144(2): 020801.
Paper No: MD-21-1173
DOI: https://doi.org/10.1115/1.4051681
Published Online: September 9, 2021
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Journal Articles

Deriving Design Feature Vectors for Patent Images Using Convolutional Neural Networks

Shuo Jiang, Jianxi Luo, Guillermo Ruiz-Pava, Jie Hu, Christopher L. Magee
Journal: Journal of Mechanical Design
Article Type: Research Papers
J. Mech. Des. June 2021, 143(6): 061405.
Paper No: MD-20-1469
DOI: https://doi.org/10.1115/1.4049214
Published Online: January 29, 2021
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Topics: Artificial neural networks, Design, Patents, Databases
Proceedings Papers

A Convolutional Neural Network-Based Patent Image Retrieval Method for Design Ideation

Shuo Jiang, Jianxi Luo, Guillermo Ruiz Pava, Jie Hu, Christopher L. Magee
Proc. ASME. IDETC-CIE2020, Volume 9: 40th Computers and Information in Engineering Conference (CIE), V009T09A039, August 17–19, 2020
Paper No: DETC2020-22048
DOI: https://doi.org/10.1115/DETC2020-22048
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Topics: Artificial neural networks, Design, Patents