Journal papers:

2025

Yorston, C., C. Chen, Camelio, J., "Advancing architectural frameworks for vibration signature classification in rotating machinery" Proceedings of the Institution of Mechanical Engineers, Part B: Journal of Engineering Manufacture [doi]

Paul, J., C. Chen, "AIM-E: AI-Driven Inspection for Manufacturing on the Edge" In ASME 2021 International Design Engineering Technical Conferences and Computers and Information in Engineering Conference. American Society of Mechanical Engineers Digital Collection. [doi]

2024

Buggineni, V., C. Chen, Camelio, J., "Enhancing Manufacturing Operations with Synthetic Data: A Systematic Framework for Data Generation, Accuracy, and Utility." Frontiers In Manufacturing Technology, 4: 1320166. [doi]

J. Mullis, C. Chen, B. Morkos, and S. Ferguson. "Deep Neural Networks in Natural Language Processing for Classifying Requirements by Origin and Functionality: An Application of BERT in System Requirements" Journal of Mechanical Design. [doi]

2023

C. Chen, B. Morkos. "Exploring Topic Modelling for Generalising Design Requirements in Complex Design" Journal of Engineering Design, 1-19. [doi]

Htet Hein, P., Kames E., C. Chen, Morkos, B., "A Network Interference Approach to Analyzing Change Propagation in Requirements" Journal of Computing and Information Science in Engineering, 1-54. [doi]

2022

P. H. Hein, E. Kames, C. Chen, and B. Morkos. "Reasoning support for predicting requirement change volatility using complex network metrics" Journal of Engineering Design. [doi]

2021

P. H. Hein, E. Kames, C. Chen, and B. Morkos. "Employing machine learning techniques to assess requirement change volatility." Research in Engineering Design. [doi]

Conference papers:

2023

C. Chen, Carroll, C., & Morkos, B. "From Text to Images: Linking System Requirements to Images Using Joint Embedding" Proceedings of the Design Society, 3, 1985-1994 [doi]

Mozaffar, F., C. Chen, & Morkos, B. "Development of a Manufacturing Assessment Survey to Promote Entrepreneurial Mindset in Engineering" ASEE Annual Conference & Exposition [doi]

C. Chen, Wei, S., & Morkos, B. "Bridging the Knowledge Gap Between Design Requirements and CAD-A Joint Embedding Approach" ASEE Annual Conference & Exposition [doi]

2022

Farid G. Mohammadi, C. Chen, Farzan Shenavarmasouleh, M. Hadi Amini, Beshoy Morkos, Hamid R. Arabnia. "Meta-SeL: 3D-model ShapeNet Core Classification using Meta-Semantic Learning" In CSCE 2022 Computer Science, Computer Engineering and Applied Computing Conference. [doi] [Code]

2021

C. Chen, Mullis, J., & Beshoy Morkos. "A Topic Modeling Approach to Study Design Requirements" In ASME 2021 International Design Engineering Technical Conferences and Computers and Information in Engineering Conference. American Society of Mechanical Engineers Digital Collection.. [doi] [Video]

2020

C. Chen, TO. Olajoyegbe, and Beshoy Morkos. "The Imminent Educational Paradigm Shift: How Artificial Intelligence Will Impact How We Educate the Next Generation of Engineering Designers." ASEE Virtual Annual Conference. [doi]

Thesis & Dissertation:

2022

C. Chen, "Realization of Inter-Model Connections: Linking Requirements and Computer-Aided Design." University of Georgia. [doi]

2016

C. Chen, "A Maximum Entropy Approach to Identifying Important Statistical Moments to Best-Represent Spray Distribution Data." Florida Institute of Technology. [doi]