1-20 of 29
Jianxi Luo
Close
Save search
Follow your search
Access your saved searches in your account
Would you like to receive an alert when new items match your search?
Close Modal
Sort by
Journal Articles

DesignFusion: Integrating Generative Models for Conceptual Design Enrichment

Liuqing Chen, Qianzhi Jing, Yixin Tsang, Qianyi Wang, Lingyun Sun, Jianxi Luo
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. November 2024, 146(11): 111703.
Paper No: MD-24-1009
https://doi.org/10.1115/1.4065487
Published Online: May 21, 2024
View Article titled, DesignFusion: Integrating Generative Models for Conceptual Design Enrichment
Open the PDF for DesignFusion: Integrating Generative Models for Conceptual Design Enrichment in another window
Topics: Conceptual design, Design
Journal Articles

Toward Artificial Empathy for Human-Centered Design

Qihao Zhu, Jianxi Luo
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. June 2024, 146(6): 061401.
Paper No: MD-23-1562
https://doi.org/10.1115/1.4064161
Published Online: December 18, 2023
View Article titled, Toward Artificial Empathy for Human-Centered Design
Open the PDF for Toward Artificial Empathy for Human-Centered Design in another window
Topics: Design
Proceedings Papers

Toward Artificial Empathy for Human-Centered Design: A Framework

Qihao Zhu, Jianxi Luo
Proc. ASME. IDETC-CIE2023, Volume 3B: 49th Design Automation Conference (DAC), V03BT03A072, August 20–23, 2023
Publisher: American Society of Mechanical Engineers
Paper No: DETC2023-117266
https://doi.org/10.1115/DETC2023-117266
View Paper titled, Toward Artificial Empathy for Human-Centered Design: A Framework
Open the PDF for Toward Artificial Empathy for Human-Centered Design: A Framework in another window
Topics: Artificial intelligence, Design
Journal Articles

Biologically Inspired Design Concept Generation Using Generative Pre-Trained Transformers

Qihao Zhu, Xinyu Zhang, Jianxi Luo
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. April 2023, 145(4): 041409.
Paper No: MD-22-1386
https://doi.org/10.1115/1.4056598
Published Online: January 17, 2023
View Article titled, Biologically Inspired Design Concept Generation Using Generative Pre-Trained Transformers
Open the PDF for Biologically Inspired Design Concept Generation Using Generative Pre-Trained Transformers in another window
Topics: Biomimetics, Design, Generators, Innovation
Journal Articles

Generative Transformers for Design Concept Generation

Qihao Zhu, Jianxi Luo
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. August 2023, 23(4): 041003.
Paper No: JCISE-22-1144
https://doi.org/10.1115/1.4056220
Published Online: January 9, 2023
View Article titled, Generative Transformers for Design Concept Generation
Open the PDF for Generative Transformers for Design Concept Generation in another window
Topics: Design
Proceedings Papers

Generative Pre-Trained Transformers for Biologically Inspired Design

Qihao Zhu, Xinyu Zhang, Jianxi Luo
Proc. ASME. IDETC-CIE2022, Volume 6: 34th International Conference on Design Theory and Methodology (DTM), V006T06A014, August 14–17, 2022
Publisher: American Society of Mechanical Engineers
Paper No: DETC2022-90366
https://doi.org/10.1115/DETC2022-90366
View Paper titled, Generative Pre-Trained Transformers for Biologically Inspired Design
Open the PDF for Generative Pre-Trained Transformers for Biologically Inspired Design in another window
Topics: Biomimetics, Design, Design methodology, Generative 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
Open the PDF for Patent Data for Engineering Design: A Critical Review and Future Directions in another window
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
Open the PDF for Data-Driven Design-by-Analogy: State of the Art in another window
Topics: Artificial intelligence, Data-driven design, Design
Journal Articles

Engineering Knowledge Graph From Patent Database

L. Siddharth, Lucienne T. M. Blessing, Kristin L. Wood, Jianxi Luo
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. April 2022, 22(2): 021008.
Paper No: JCISE-21-1076
https://doi.org/10.1115/1.4052293
Published Online: October 18, 2021
View Article titled, Engineering Knowledge Graph From Patent Database
Open the PDF for Engineering Knowledge Graph From Patent Database in another window
Topics: Databases, Patents
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
Open the PDF for Data-Driven Design-By-Analogy: State-of-the-Art and Future Directions in another window
Journal Articles

Semantic Networks for Engineering Design: State of the Art and Future Directions

Ji Han, Serhad Sarica, Feng Shi, Jianxi Luo
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Review Articles
J. Mech. Des. February 2022, 144(2): 020802.
Paper No: MD-21-1166
https://doi.org/10.1115/1.4052148
Published Online: September 9, 2021
View Article titled, Semantic Networks for Engineering Design: State of the Art and Future Directions
Open the PDF for Semantic Networks for Engineering Design: State of the Art and Future Directions in another window
Topics: Design, Engineering design
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
Open the PDF for Deriving Design Feature Vectors for Patent Images Using Convolutional Neural Networks in another window
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
Open the PDF for A Convolutional Neural Network-Based Patent Image Retrieval Method for Design Ideation in another window
Topics: Artificial neural networks, Design, Patents
Journal Articles

Machine Learning-Based Design Concept Evaluation

Bradley Camburn, Yuejun He, Sujithra Raviselvam, Jianxi Luo, Kristin Wood
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. March 2020, 142(3): 031113.
Paper No: MD-19-1564
https://doi.org/10.1115/1.4045126
Published Online: January 25, 2020
View Article titled, Machine Learning-Based Design Concept Evaluation
Open the PDF for Machine Learning-Based Design Concept Evaluation in another window
Topics: Design, Machinery, Crowdsourcing
Proceedings Papers

Technology Knowledge Graph for Design Exploration: Application to Designing the Future of Flying Cars

Serhad Sarica, Binyang Song, Jianxi Luo, Kristin Wood
Proc. ASME. IDETC-CIE2019, Volume 1: 39th Computers and Information in Engineering Conference, V001T02A028, August 18–21, 2019
Publisher: American Society of Mechanical Engineers
Paper No: DETC2019-97605
https://doi.org/10.1115/DETC2019-97605
View Paper titled, Technology Knowledge Graph for Design Exploration: Application to Designing the Future of Flying Cars
Open the PDF for Technology Knowledge Graph for Design Exploration: Application to Designing the Future of Flying Cars in another window
Topics: Automobiles, Design, Patents, Innovation, Classification, Engineers, Natural language processing, Uncertainty
Proceedings Papers

Computer-Aided Design Ideation Using InnoGPS

Jianxi Luo, Serhad Sarica, Kristin L. Wood
Proc. ASME. IDETC-CIE2019, Volume 2A: 45th Design Automation Conference, V02AT03A011, August 18–21, 2019
Publisher: American Society of Mechanical Engineers
Paper No: DETC2019-97587
https://doi.org/10.1115/DETC2019-97587
View Paper titled, Computer-Aided Design Ideation Using InnoGPS
Open the PDF for Computer-Aided Design Ideation Using InnoGPS in another window
Topics: Computer-aided design, Computer-aided engineering, Design, Design methodology, Patents, Uncertainty, Visualization
Proceedings Papers

Evaluating Crowdsourced Design Concepts With Machine Learning

Bradley Camburn, Yuejun He, Sujithra Raviselvam, Jianxi Luo, Kristin Wood
Proc. ASME. IDETC-CIE2019, Volume 7: 31st International Conference on Design Theory and Methodology, V007T06A006, August 18–21, 2019
Publisher: American Society of Mechanical Engineers
Paper No: DETC2019-97285
https://doi.org/10.1115/DETC2019-97285
View Paper titled, Evaluating Crowdsourced Design Concepts With Machine Learning
Open the PDF for Evaluating Crowdsourced Design Concepts With Machine Learning in another window
Topics: Design, Machine learning, Filtration, Creativity, Databases
Journal Articles

Mining and Representing the Concept Space of Existing Ideas for Directed Ideation

Yuejun He, Bradley Camburn, Haowen Liu, Jianxi Luo, Maria Yang, Kristin Wood
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. December 2019, 141(12): 121101.
Paper No: MD-19-1172
https://doi.org/10.1115/1.4044399
Published Online: September 27, 2019
View Article titled, Mining and Representing the Concept Space of Existing Ideas for Directed Ideation
Open the PDF for Mining and Representing the Concept Space of Existing Ideas for Directed Ideation in another window
Topics: Computers, Design, Natural language processing, Transportation systems, Creativity, Mining
Journal Articles

Data-Driven Platform Design: Patent Data and Function Network Analysis

Binyang Song, Jianxi Luo, Kristin Wood
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research-Article
J. Mech. Des. February 2019, 141(2): 021101.
Paper No: MD-18-1499
https://doi.org/10.1115/1.4042083
Published Online: December 20, 2018
View Article titled, Data-Driven Platform Design: Patent Data and Function Network Analysis
Open the PDF for Data-Driven Platform Design: Patent Data and Function Network Analysis in another window
Topics: Design, Network analysis, Patents, Robots, Algorithms
Proceedings Papers

Data-Driven Function Network Analysis for Product Platform Planning: A Case Study of Spherical Rolling Robots

Binyang Song, Jianxi Luo, Rajesh Elara Mohan, Kristin L. Wood
Proc. ASME. IDETC-CIE2018, Volume 7: 30th International Conference on Design Theory and Methodology, V007T06A040, August 26–29, 2018
Publisher: American Society of Mechanical Engineers
Paper No: DETC2018-85759
https://doi.org/10.1115/DETC2018-85759
View Paper titled, Data-Driven Function Network Analysis for Product Platform Planning: A Case Study of Spherical Rolling Robots
Open the PDF for Data-Driven Function Network Analysis for Product Platform Planning: A Case Study of Spherical Rolling Robots in another window
Topics: Network analysis, Robots, Design, Economics , Algorithms, Patents, Tradeoffs