Publications
DDI lab publishes multidisciplinary research that converges towards the new data-driven innovation paradigm
2023
Data-Driven Innovation: What Is It
Jianxi Luo
IEEE Transactions on Engineering Management, 70(2), 784-790, 2023. Preprint
Intelligent Amphibious Ground-Aerial Vehicles: State of the Art Technology for Future Transportation
Xinyu Zhang, et al., Jianxi Luo, Jun Li
IEEE Transactions on Intelligent Vehicles, 8(1), 970-987, 2023. Preprint
2022
Close the Gap in the US CHIPS and Science Law
Jianxi Luo
Nature, 610, 34, 2022
New Design: Opportunities for Engineering Design in an Era of Digital Transformation
Roger Jiao, Jianxi Luo, Johan Malmqvist, Joshua Summers
Journal of Engineering Design, 33(10), 685-690, 2022. Preprint
Innovation in Design Processes
Claudia Eckert, Jianxi Luo
IEEE Transactions on Engineering Management, 69(4), 1532-1536, 2022. Open Access
Crowdfunding for Design Innovation: Prediction Model with Critical Factors
Chaoyang Song, Jianxi Luo, Katja Hölttä-Otto, Warren Seering, Kevin Otto
IEEE Transactions on Engineering Management, 69(4), 1565-1576, 2022. Preprint
Data-Driven Design-by-Analogy: State of the Art and Future Directions
Shuo Jiang, Jie Hu, Kristin Wood, Jianxi Luo
ASME Journal of Mechanical Design (SI: AI and Engineering Design), 144(2): 020801, 2022. Preprint, Summary
Technology Fitness Landscape for Design Innovation: A Deep Neural Embedding Approach Based on Patent Data
Shuo Jiang, Jianxi Luo
Journal of Engineering Design, 33(10): 716-727, 2022. Preprint, Summary
Enhancing Patent Retrieval using Text and Knowledge Graph Embeddings: A Technical Note
Siddharth Lakshmi, Guangtong Li, JIanxi Luo
Journal of Engineering Design, 33(8/9): 670-683, 2022. Preprint
Generative Pre-Trained Transformer for Design Concept Generation: An Exploration
Qihao Zhu, Jianxi Luo
17th International DESIGN Conference, Cavtat, Croatia, May 23-26, 2022. Preprint, Video
Patent Data for Engineering Design: A Review
Shuo Jiang, Serhad Sarica, Binyang Song, Jie Hu, Jianxi Luo
17th International DESIGN Conference, Cavtat, Croatia, May 23-26, 2022. Preprint, Video
Generative Design Ideation: A Natural Language Generation Approach
Qihao Zhu, Jianxi Luo
10th Conference on Design Computing and Cognition (DCC), Glasgow, UK, July 4-6, 2022. Preprint, Video
TechNet 2.0: Expanding Technology Semantic Network with Qualitative Relations to Enhance Reasoning Capabilities
Serhad Sarica, Jianxi Luo
10th Conference on Design Computing and Cognition (DCC), Glasgow, UK, July 4-6, 2022. Preprint, Video
Generative Pre-Trained Transformer for Biologically Inspired Design
Qihao Zhu, Jianxi Luo
ASME IDETC-CIE - 34th International Conference on Design Theory & Methodology, August 14-17, 2022. Preprint, Video
2021
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2015
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