Publications
DDI Lab research is interdisciplinary, and has received many awards from different academic communities. While our publications appear in journals of a variety of fields, they can be classified in 3 unconventional themes:
Design & Artificial Intelligence | Engineering Management & Innovation & Entrepreneurship | Complex Systems & Networks
2022
Natural Language Processing in-and-for Design Research
Siddharth Lakshmi, Lucienne Blessing, Jianxi Luo
Design Science. Forthcoming
Data-Driven Innovation: What Is It
Jianxi Luo
IEEE Transactions on Engineering Management. Published Online. Preprint
Deep Learning for Technical Document Classification
Shuo Jiang, Jie Hu, Christoper Magee, Jianxi Luo
IEEE Transactions on Engineering Management. Published Online. Preprint
Patent Data for Engineering Design: A Critical Review and Future Directions
Shuo Jiang, Serhad Sarica, Binyang Song, Jie Hu, Jianxi Luo
Journal of Computing and Information Science in Engineering. Published Online. Preprint
Innovation in Design Processes (Editorial)
Claudia Eckert, Jianxi Luo
IEEE Transactions on Engineering Management, 69(4), 1532-1536. 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. Preprint
Semantic Networks for Engineering Design: State of the Art and Future Directions
Ji Han, Serhad Sarica, Feng Shi, Jianxi Luo
Journal of Mechanical Design (SI: AI and Engineering Design), 144(2): 020802, 2022. Preprint
Data-Driven Design-by-Analogy: State of the Art and Future Directions
Shuo Jiang, Jie Hu, Kristin Wood, Jianxi Luo
Journal of Mechanical Design (SI: AI and Engineering Design), 144(2): 020801, 2022. Preprint, Visual Summary
Generative Pre-Trained Transformer for Design Concept Generation: An Exploration
Qihao Zhu, Jianxi Luo
17th International DESIGN Conference, Cavtat, Croatia, May 23-26, 2022
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
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
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
Machine Creation for Architectural Design
Ramanathan Subramanian, Rutvik Deshpande, Maciej Nisztuk, Sayjel Vijay Patel and Jianxi Luo
10th Conference on Design Computing and Cognition (DCC), Glasgow, UK, July 4-6, 2022
Generative Pre-Trained Transformer for Biologically Inspired Design
Qihao Zhu, Jianxi Luo
34th ASME IDETC-CIE International Conference on Design Theory & Methodology, August 14-17, 2022
Technology Fitness Landscape and the Future of Innovation
Shuo Jiang, Jianxi Luo
Working Paper
2021
2020
2019
2018
2017
2016
2015
~2014