Publications

@article{Yorston2025advancingarchitecturalfr,
  author = {Yorston, Cole and Chen, Cheng and Camelio, Jaime},
  doi = {10.1177/09544054241260928},
  dimensions = {true},
  journal = {Proceedings of the Institution of Mechanical Engineers, Part B: Journal of Engineering Manufacture},
  number = {5},
  pages = {711-725},
  publisher = {SAGE Publications},
  title = {Advancing architectural frameworks for vibration signature classification in rotating machinery},
  url = {https://journals.sagepub.com/doi/abs/10.1177/09544054241260928},
  volume = {239},
  year = {2025}
}

@inproceedings{Johns2025aimeaidriveninspectionfo,
  author = {Johns, Paul M and Chen, Cheng},
  booktitle = {International Design Engineering Technical Conferences and Computers and Information in Engineering Conference},
  doi = {10.1115/detc2025-166356},
  pages = {V02AT02A048},
  publisher = {American Society of Mechanical Engineers},
  title = {AIM-E: AI-Driven Inspection for Manufacturing on the Edge},
  url = {https://asmedigitalcollection.asme.org/IDETC-CIE/proceedings-abstract/IDETC-CIE2025/89206/1225761},
  volume = {89206},
  year = {2025}
}

@inproceedings{Carroll2024exploringlatentsystemdes,
  author = {Carroll, Cody L and Yang, Xiaoou and Chen, Cheng and Morkos, Beshoy},
  booktitle = {International Design Engineering Technical Conferences and Computers and Information in Engineering Conference},
  doi = {10.1115/detc2024-146277},
  pages = {V02BT02A008},
  publisher = {American Society of Mechanical Engineers},
  title = {Exploring Latent System Design Description and Requirement Similarities Using Transformer Based Contextual Embeddings},
  url = {https://asmedigitalcollection.asme.org/IDETC-CIE/proceedings-abstract/IDETC-CIE2024/88353/1208802},
  volume = {88353},
  year = {2024}
}

@article{Buggineni2024enhancingmanufacturingop,
  author = {Buggineni, Vishnupriya and Chen, Cheng and Camelio, Jaime},
  doi = {10.3389/fmtec.2024.1320166},
  dimensions = {true},
  journal = {Frontiers in Manufacturing Technology},
  pages = {1320166},
  publisher = {Frontiers Media SA},
  title = {Enhancing manufacturing operations with synthetic data: a systematic framework for data generation, accuracy, and utility},
  url = {https://www.frontiersin.org/journals/manufacturing-technology/articles/10.3389/fmtec.2024.1320166/full},
  volume = {4},
  year = {2024}
}

@article{Mullis2024deepneuralnetworksinnatu,
  author = {Mullis, Jesse and Chen, Cheng and Morkos, Beshoy and Ferguson, Scott},
  doi = {10.1115/1.4063764},
  dimensions = {true},
  journal = {Journal of Mechanical Design},
  number = {4},
  pages = {041401},
  publisher = {American Society of Mechanical Engineers},
  title = {Deep neural networks in natural language processing for classifying requirements by origin and functionality: An application of bert in system requirements},
  url = {https://asmedigitalcollection.asme.org/mechanicaldesign/article-abstract/146/4/041401/1169299},
  volume = {146},
  year = {2024}
}

@article{Hein2024anetworkinterferenceappr,
  author = {Hein, Phyo Htet and Kames, Elisabeth and Chen, Cheng and Morkos, Beshoy},
  doi = {10.1115/1.4065273},
  dimensions = {true},
  journal = {Journal of Computing and Information Science in Engineering},
  number = {6},
  pages = {061004},
  publisher = {American Society of Mechanical Engineers},
  title = {A Network Interference Approach to Analyzing Change Propagation in Requirements},
  url = {https://asmedigitalcollection.asme.org/computingengineering/article-abstract/24/6/061004/1199161},
  volume = {24},
  year = {2024}
}

@article{Chen2023fromtexttoimageslinkings,
  author = {Chen, Cheng and Carroll, Cody and Morkos, Beshoy},
  doi = {10.1017/pds.2023.199},
  dimensions = {true},
  journal = {Proceedings of the Design Society},
  pages = {1985-1994},
  publisher = {Cambridge University Press},
  title = {From text to images: Linking system requirements to images using joint embedding},
  url = {https://www.cambridge.org/core/journals/proceedings-of-the-design-society/article/from-text-to-images-linking-system-requirements-to-images-using-joint-embedding/2C855E8C80D3217D5CC5DD9626570D23},
  volume = {3},
  year = {2023}
}

@article{Chen2023exploringtopicmodellingf,
  author = {Chen, Cheng and Morkos, Beshoy},
  doi = {10.1080/09544828.2023.2268850},
  dimensions = {true},
  journal = {Journal of Engineering Design},
  number = {11},
  pages = {922-940},
  publisher = {Taylor & Francis},
  title = {Exploring topic modelling for generalising design requirements in complex design},
  url = {https://www.tandfonline.com/doi/abs/10.1080/09544828.2023.2268850},
  volume = {34},
  year = {2023}
}

@inproceedings{Mozaffar2023developmentofamanufactur,
  author = {Mozaffar, Fatemeh and Chen, Cheng and Morkos, Beshoy and Ma, Jianfeng},
  booktitle = {2023 ASEE Annual Conference & Exposition},
  title = {Development of a Manufacturing Assessment Survey to Promote Entrepreneurial Mindset in Engineering},
  url = {https://peer.asee.org/development-of-a-manufacturing-assessment-survey-to-promote-entrepreneurial-mindset-in-engineering},
  year = {2023}
}

@inproceedings{Chen2023bridgingtheknowledgegapb,
  author = {Chen, Cheng and Wei, Siqing and Morkos, Beshoy},
  booktitle = {2023 ASEE Annual Conference & Exposition},
  title = {Bridging the knowledge gap between design requirements and cad-a joint embedding approach},
  url = {https://peer.asee.org/bridging-the-knowledge-gap-between-design-requirements-and-cad-a-joint-embedding-approach},
  year = {2023}
}

@article{Hein2022reasoningsupportforpredi,
  author = {Hein, Phyo Htet and Kames, Elisabeth and Chen, Cheng and Morkos, Beshoy},
  doi = {10.1080/09544828.2022.2154051},
  dimensions = {true},
  journal = {Journal of Engineering Design},
  number = {11},
  pages = {811-837},
  publisher = {Taylor & Francis},
  title = {Reasoning support for predicting requirement change volatility using complex network metrics},
  url = {https://www.tandfonline.com/doi/abs/10.1080/09544828.2022.2154051},
  volume = {33},
  year = {2022}
}

@phdthesis{Chen2022realizationofintermodelc,
  author = {Chen, Cheng},
  school = {University of Georgia},
  title = {Realization of inter-model connections: Linking requirements and computer-aided design},
  url = {https://search.proquest.com/openview/d5e6ee2a165a10b159ee4ac4aa2ef068/1?pq-origsite=gscholar&cbl=18750&diss=y},
  year = {2022}
}

@misc{Mohammadi20223dmodelshapenetcoreclass,
  author = {Mohammadi, Farid Ghareh and Chen, Cheng and Shenavarmasouleh, Farzan and Amini, M Hadi and Morkos, Beshoy and Arabnia, Hamid R},
  title = {3d-model shapenet core classification using meta-semantic learning},
  url = {https://arxiv.org/abs/2205.15869},
  year = {2022}
}

@article{Hein2021employingmachinelearning,
  author = {Hein, Phyo Htet and Kames, Elisabeth and Chen, Cheng and Morkos, Beshoy},
  doi = {10.1007/s00163-020-00353-6},
  dimensions = {true},
  journal = {Research in engineering design},
  number = {2},
  pages = {245-269},
  publisher = {Springer London},
  title = {Employing machine learning techniques to assess requirement change volatility},
  url = {https://link.springer.com/article/10.1007/s00163-020-00353-6},
  volume = {32},
  year = {2021}
}

@inproceedings{Chen2021atopicmodelingapproachto,
  author = {Chen, Cheng and Mullis, Jesse and Morkos, Beshoy},
  booktitle = {International Design Engineering Technical Conferences and Computers and Information in Engineering Conference},
  doi = {10.1115/detc2021-72151},
  pages = {V03AT03A021},
  publisher = {American Society of Mechanical Engineers},
  title = {A topic modeling approach to study design requirements},
  url = {https://asmedigitalcollection.asme.org/IDETC-CIE/proceedings-abstract/IDETC-CIE2021/V03AT03A021/1128289},
  volume = {85383},
  year = {2021}
}

@inproceedings{Chen2020theimminenteducationalpa,
  author = {Chen, Cheng and Olajoyegbe, Toluwalase Oluwagbemileke and Morkos, Beshoy},
  booktitle = {2020 ASEE Virtual Annual Conference Content Access},
  title = {The imminent educational paradigm shift: How artificial intelligence will reframe how we educate the next generation of engineering designers},
  url = {https://peer.asee.org/the-imminent-educational-paradigm-shift-how-artificial-intelligence-will-reframe-how-we-educate-the-next-generation-of-engineering-designers},
  year = {2020}
}

@mastersthesis{Chen2016amaximumentropyapproacht,
  author = {Chen, Cheng},
  school = {Florida Institute of Technology},
  title = {A Maximum Entropy Approach to Identifying Important Statistical Moments to Best-Represent Spray Distribution Data},
  url = {https://repository.fit.edu/etd/432/},
  year = {2016}
}