• [J10] H Wang†, L Mao†, Z Zhang, J Li. SmoothSegNet: A Global-Local Framework for Liver Tumor Segmentation with Clinical KnowledgeInformed Label Smoothing. IISE Transactions on Healthcare Systems Engineering. Accepted.

🥇 2024 IISE DAIS Case Study Competition, Winner

• [J9] Z Zhang, K Paynabar, J Shi. Tensor-based Feedback Control for Locally Structured High-Dimensional Streaming Data under Limited Control Capability. IISE Transactions. (Published) Here is a short presentation about this paper.

🥇 2024 SPES+Q&P Student Paper Competition, Winner

• [J8] Z Zhang, S Mou, K Paynabar, J Shi. Tensor-based Temporal Control for Partially Observed High-Dimensional Streaming Data. Technometrics. 2024, 66(2): 227-239. Here is a short presentation about this paper.

🥇 2022 INFORMS QSR Section Best Student Paper Award, Winner (Won at the 2nd-year of Ph.D. and as INFORMS new member)

• [J7] Z Zhang, A Gorbunova, K Rhew, J Shi. A Review of Prognostics Methods for Electronic Packages: From a Structure-Aware System-Level Perspective. IEEE Transactions on Reliability. Accepted.

• [J6] Z Zhang, S Mou, M R Gahrooei, M Pacella, J Shi. Federated Multiple Tensor-on-Tensor Regression (FedMTOT) for Multimodal Data under Data-Sharing Constraints. Technometrics. 2024, 66(4), 548–560. Here is a short presentation about this paper.

• [J5] Z Zhang, Y Jeong, Y Jang, C Lee. A Pattern-Driven Stochastic Degradation Model for the Prediction of Remaining Useful Life of Rechargeable Batteries. IEEE Transactions on Industrial Informatics. 2022, 18(12): 8586 - 8594.

• [J4] Z Zhang, L Yang. State-based Opportunistic Maintenance with Multi-Functional Maintenance Windows. IEEE Transactions on Reliability. 2021, 70(4): 1481-1494.

• [J3] L Yang, G Li, Z Zhang, X Ma, Y Zhao. Operations & Maintenance Management of Wind Turbines Integrating Wind and Aging Information. IEEE Transactions on Sustainable Energy. 2021, 12(1): 211-221.

• [J2] Z Zhang, L Yang. Postponed Maintenance Scheduling Integrating State Variation and Environmental Impact. Reliability Engineering and System Safety. 2020, 202: 107065.

• [J1] T Wu, L Yang, X Ma, Z Zhang, Y Zhao. Dynamic Maintenance Strategy with Iteratively Updated Grouping Information. Reliability Engineering and System Safety. 2020, 197: 106820.

• [C1] F Ren, J Jiao, Z Zhang, T Zhao. A Resilience Engineering-Based Analysis Framework for Network Systems. International Conference on Applied Mathematics, Modeling and Simulation. Dec 2017.

• [J11] Z Zhang, K Rhew, Y Hwang, K C Chun, J Shi. Prognostics Paper. IISE Transactions. (Under Revision)

• [J12] Z Zhang, L Mao, J Shi, K Paynabar. Control. Technometrics. (Under Review)