Assistant Professor in Residence, School of Mechanical, Aerospace and Manufacturing Engineering
| ruimin.chen@uconn.edu | |
| Mailing Address | School of Mechanical, Aerospace, and Manufacturing Engineering, University of Connecticut, 191 Auditorium Rd. U-3139, Storrs, CT 06269 |
| Campus | Storrs |
| Google Scholar Link | |
Brief Bio
Dr. Chen joined the department of Mechanical Engineering as an Assistant Professor-in-Residence in August 2022. She received her Ph.D. in Industrial Engineering from The Pennsylvania State University (2021), and dual M.S. in Industrial Engineering and Operations Research from The Pennsylvania State University (2018). She obtained her B.S. in Industrial Engineering from Southeast University, China (2016). Her research focuses on data analytics, statistical learning, system identification and uncertainty quantification, and modeling and analysis of complex systems. She is currently working on privacy and security, along with human-machine teaming in advanced manufacturing systems.
- data analytics,
- statistical learning
- modeling of complex systems,
- privacy and security
- human-machine teaming in advanced manufacturing systems
- Manufacturing Systems (MEM 2211),
- Six Sigma Green Belt/Minitab (MEM 3295),
- Statistical Quality Control and Reliability for Manufacturing (ENGR 3215)
| Deep learning of Variant Geometry in Layerwise Imaging Profiles for Additive Manufacturing Quality Control
F Imani, R Chen, EP Diewald, EW Reutzel, H Yang
Journal of Manufacturing Science and Engineering, 1-16
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| Ontology-driven learning of bayesian network for causal inference and quality assurance in additive manufacturing
R Chen, Y Lu, P Witherell, TW Simpson, S Kumara, H Yang
IEEE Robotics and Automation Letters 6 (3), 6032-6038
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| Joint multifractal and lacunarity analysis of image profiles for manufacturing quality control
F Imani, B Yao, R Chen, P Rao, H Yang
Journal of Manufacturing Science and Engineering 141 (4), 044501
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| From design complexity to build quality in additive manufacturing—A sensor-based perspective
R Chen, F Imani, E Reutzel, H Yang
IEEE sensors letters 3 (1), 1-4
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| Nested gaussian process modeling and imputation of high-dimensional incomplete data under uncertainty
F Imani, C Cheng, R Chen, H Yang
IISE Transactions on Healthcare Systems Engineering 9 (4), 315-326
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| Joint active search and neuromorphic computing for efficient data exploitation and monitoring in additive manufacturing
R Chen, M Imani, F Imani
Journal of manufacturing processes 71, 743-752
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| Stable matching of customers and manufacturers for sharing economy of additive manufacturing
H Yang, R Chen, S Kumara
Journal of Manufacturing Systems 61, 288-299
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| Recurrence network analysis of design-quality interactions in additive manufacturing
R Chen, P Rao, Y Lu, EW Reutzel, H Yang
Additive manufacturing 39, 101861
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| Fractal pattern recognition of image profiles for manufacturing process monitoring and control
F Imani, B Yao, R Chen, P Rao, H Yang
International Manufacturing Science and Engineering Conference 51371 …
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| Nested gaussian process modeling for high-dimensional data imputation in healthcare systems
F Imani, C Cheng, R Chen, H Yang
IISE Annual Conference. Proceedings, 1312-1317
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| Heterogeneous recurrence analysis of disease-altered spatiotemporal patterns in multi-channel cardiac signals
R Chen, F Imani, H Yang
IEEE journal of biomedical and health informatics 24 (6), 1619-1631
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| Brain-inspired computing for in-process melt pool characterization in additive manufacturing
R Chen, M Sodhi, M Imani, M Khanzadeh, A Yadollahi, F Imani
CIRP Journal of Manufacturing Science and Technology 41, 380-390
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| Random forest modeling for survival analysis of cancer recurrences
F Imani, R Chen, C Tucker, H Yang
2019 IEEE 15th International Conference on Automation Science and …
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| Privacy-preserving data mining for smart manufacturing
Q Hu, R Chen, H Yang, S Kumara
Smart and Sustainable Manufacturing Systems 4 (2), 99-120
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| Image-guided quality control of biomanufacturing process
C Kan, R Chen, H Yang
Procedia CIRP 65, 168-174
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| Hierarchical representation and interpretable learning for accelerated quality monitoring in machining process
D Hoang, H Errahmouni, H Chen, S Rachuri, N Mannan, R ElKharboutly, ...
CIRP Journal of Manufacturing Science and Technology 50, 198-212
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| Latent representation and characterization of scanning strategy on laser powder bed fusion additive manufacturing
F Imani, R Chen
ASME international mechanical engineering congress and exposition 86649 …
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| Vision language model for interpretable and fine-grained detection of safety compliance in diverse workplaces
Z Chen, H Chen, M Imani, R Chen, F Imani
Expert Systems with Applications 265, 125769
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| Edge cognitive data fusion: From in-situ sensing to quality characterization in hybrid manufacturing process
D Hoang, N Mannan, R ElKharboutly, R Chen, F Imani
International Manufacturing Science and Engineering Conference 87240 …
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| Dynamic physician-patient matching in the healthcare system
R Chen, M Chen, H Yang
2020 42nd Annual International Conference of the IEEE
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