Journal Papers
Published
[J11] J. Lee, T. Srikitrungruang, and S. Jahani, "Knowledge-Guided Reinforcement Learning for Preventive Maintenance Planning in Economically Dependent Multi-Component Systems", accepted, 2025
[J10] Z. Li, A. Deep, J. Lee and M Kim, "A New View of Neural Network-based Health Index: Connecting Prediction and Operational Decision-Making to Address Underspecification", IEEE Transactions on Automation Science and Engineering, accepted, 2025, https://doi.org/10.1109/TASE.2025.3627844.
[J9] T. Srikitrungruang, M. Lemon, S. Aghaee Dabanghan Fard, J. Lee, Y. Zhou, "Robust Physics-Informed Neural Network Approach for Estimating Heterogeneous Elastic Properties from Noisy Displacement Data", Advanced Science, accepted, 2025, http://doi.org/10.1002/advs.202508445.
[J8] X. Sui, S. Rangnekar, J. Lee, S. Liu, J. Downing, L. Chaney, X. Yan, H. Jang, H.Pu, S. Zhou, M. Hersam, and J. Chen, “Fully Inkjet-Printed, 2D Materials-Based Field-Effect Transistor for Water Sensing,” Advanced Materials Technologies, accepted, 2023, doi:10.1002/admt.202301288
[J7] A Rahman, T. Rahman, Z. Pei, C. Ufodlike, J. Lee, and A. Elwany, “Additive Manufacturing Using Agriculturally Derived Biowastes: A Systematic Literature Review,” Bioengineering, vol. 10, no. 7, pp. 845-874 , 2023, doi:10.3390/bioengineering1007084
[J6] J. Lee, S. Zhou, and J. Chen, "Robust Parameter Design on Dual Stochastic Response Models with Constrained Bayesian Optimization,", IEEE Transactions on Automation Science and Engineering, 2023, doi:10.1109/TASE.2023.3251973
[J5] C. Huang, J. Lee, Y. Zhang, S. Zhou, and J. Tang, "Mixed-input Bayesian Optimization Method for Structural Damage Diagnosis," IEEE Transactions on Reliability, vol 72, no. 2, pp. 678-691, 2023. doi:10.1109/TR.2022.3179602
[J4] J. Lee, C. Wang, X. Sui, S. Zhou, and J. Chen, "Landmark-embedded Gaussian process with applications for functional data modeling," IISE Transactions, vol. 54, no. 11, pp. 1033-1046, 2022.
Featured in the ISE Magazine (October 2022 issue)
Awarded as Best Paper in the 2023 IISE Transactions Focus Issue on Design and Manufacturing
[J3] J. Lee, S. Zhou, and J. Chen, "Statistical modeling and analysis of k-layer coverage of two-dimensional materials in inkjet printing processes," Technometrics, vol. 63, no. 3, pp. 410–420, 2021.
[J2] J. Lee, J. Son, S. Zhou, and Y. Chen, "Variation source identification in manufacturing processes using Bayesian approach with sparse variance components prior," IEEE Transactions on Automation Science and Engineering, vol. 17, no. 3, pp. 1469–1485, 2020.
[J1] Y. Wang, J. Lee, and I. Choi, "Indexing by latent Dirichlet allocation and an ensemble model," Journal of the Association for Information Science and Technology, vol. 67, no. 7, pp. 1736–1750, 2016.
Under Review/Revision
[J12*] S. Aghaee Dabanghan Fard, A. Deep, M. Kim, J. Lee, "Bayesian Joint Model of Multi-Sensor and Failure Event Data for Multi-Mode Failure Prediction'', https://doi.org/10.48550/arXiv.2506.17036, under revision.
Finalist for the QCRE Student Paper Competition at the 2025 IISE Annual Conference & Expo.
[J13*] A Salehiyan, J. Lee, M. Kim, A. Deep, "A Scalable POMDP-based Framework for Real-Time Maintenance Planning using Multiple Sensor Signals", doi:10.36227/techrxiv.173337778.83986484/v1.
[J14*] K. Fu, Z. Li, L. Zhao, A. Deep, J. Lee, N. Asadi, and M. Kim, "Examining and Mitigating Underspecification in Neural Network-based Wafer Defect Pattern Classification", under review.
[J15*] Z. Li, A. Deep, J. Lee and M Kim, "Manifold-informed Meta-Learning for Out-of-Distribution Detection and Classification in Small-Scale Industrial Datasets'', under review.
[J16*] H. Tian, A. Hanchate, R. Palanna, J. Lee, and S. Bukkapatnam, "Explainable Sequential Survival Modeling for Downtime Prognostics in Manufacturing Systems", under review.
Conference Proceedings
[C4] J. Lee, S. Zhou, and J. Chen, "Sequential Robust Parameter Design With Sample Size Selection", ASME 2022 17th International Manufacturing Science and Engineering Conference, Indiana, USA, doi:10.1115/MSEC2022-85690
[C3] J. Lee, C. Wang, S. Zhou, and J. Chen, "Spatial distribution quantification and control of ink flakes in reduced graphene oxide FET inkjet printing," Procedia Manufacturing, vol. 34, pp. 19–25, 2019. 47th SME North American Manufacturing Research Conference, NAMRC 47, Pennsylvania, USA.
[C2] J. Lee, D. Kim, K. Kim, and H. Jung, "Efficient compact join algorithm for acyclic conjunctive SPARQL," ITMSOC Transactions on Information Technology Management, vol. 1, no. 1, pp. 1–8, 2016.
[C1] I. Choi and J. Lee, "Document indexing by latent Dirichlet allocation," in Proceedings of the 2010 international conference on data mining, Las Vegas NV, USA, Jul. 12-15, 2010, pp. 409–414, 2010.