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Journal Articles

Mapping Novice Designer Behavior to Design Fixation in the Early-Stage Design Process

Miao Jia, Shuo Jiang, Jin Qi, Jie Hu
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. September 2024, 146(9): 091401.
Paper No: MD-23-1307
https://doi.org/10.1115/1.4064649
Published Online: March 5, 2024
View Article titled, Mapping Novice Designer Behavior to Design Fixation in the Early-Stage Design Process
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Topics: Design
Journal Articles

Toward Understanding Sources and Influences of Design Fixation: A Focus on Example Stimuli and Background of Novice Designers

Miao Jia, Shuo Jiang, Jie Hu, Jin Qi
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. May 2023, 145(5): 051402.
Paper No: MD-22-1316
https://doi.org/10.1115/1.4056259
Published Online: December 13, 2022
View Article titled, Toward Understanding Sources and Influences of Design Fixation: A Focus on Example Stimuli and Background of Novice Designers
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Topics: Design
Journal Articles

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

Shuo Jiang, Serhad Sarica, Binyang Song, Jie Hu, Jianxi Luo
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Review Articles
J. Comput. Inf. Sci. Eng. December 2022, 22(6): 060902.
Paper No: JCISE-22-1031
https://doi.org/10.1115/1.4054802
Published Online: October 10, 2022
View Article titled, Patent Data for Engineering Design: A Critical Review and Future Directions
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Topics: Design, Engineering design, Patents
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
Publisher: American Society of Mechanical Engineers
Paper No: DETC2021-68669
https://doi.org/10.1115/DETC2021-68669
View Paper titled, Data-Driven Design-by-Analogy: State of the Art
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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
Publisher: ASME
Article Type: Review Articles
J. Mech. Des. February 2022, 144(2): 020801.
Paper No: MD-21-1173
https://doi.org/10.1115/1.4051681
Published Online: September 9, 2021
View Article titled, Data-Driven Design-By-Analogy: State-of-the-Art and Future Directions
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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
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. June 2021, 143(6): 061405.
Paper No: MD-20-1469
https://doi.org/10.1115/1.4049214
Published Online: January 29, 2021
View Article titled, Deriving Design Feature Vectors for Patent Images Using Convolutional Neural Networks
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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
Publisher: American Society of Mechanical Engineers
Paper No: DETC2020-22048
https://doi.org/10.1115/DETC2020-22048
View Paper titled, A Convolutional Neural Network-Based Patent Image Retrieval Method for Design Ideation
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Topics: Artificial neural networks, Design, Patents