Research

Journal Papers

1. Wei, G., Qiu, F, Liu, X*. Convolutional  non-homogeneous Poisson process with application to wildfire risk quantification for power delivery networks (under 2nd round review). [paper], [code]

   • A short version received the finalist of Data Analytics & Information Systems (DAIS) Best Track Paper at the 2023 IISE Annual Conference.

2. Wei, G., Liu, X*, Barton, R. (2023). An extended PDE‐based statistical spatio‐temporal model that suppresses the Gibbs phenomenon. Environmetrics, e2831. [code]

3. Wei, G., Krishnan, V, Xie, Y., Sengupata M., Liao, H., Liu, X*. A statistical model for multi-source remote-sensing data streams of wildfire aerosols optimal depth. INFORMS Journal on Data Science. [code v1][code v2]

• A short version received the winner of Data Mining Best Applied Paper at the 16 INFORMS Workshop on Data Mining and Decision Analytics.

• Honorable mention of INFORMS 2021 QSR Best Student Poster at the 2021 INFORMS Annual Meeting.

4. Dai, A., Wei, G., Wang, D., He, Z., & He, S. (2021). The opportunity study of PM strategy for second-hand products sold with a two-dimensional warranty. Reliability Engineering & System Safety, 214, 107699. 

5. Dai, A., Wei, G., Zhang, Z., He, S. (2020). Design of a flexible preventive maintenance strategy for two-dimensional warranted products. Proceedings of the Institution of Mechanical Engineers, Part O: Journal of Risk and Reliability, 234(1), 74-87.

6. Wei, G., Zhao, X., He, S*., He, Z. (2019) Reliability modeling with condition-based maintenance for binary-state deteriorating systems considering zoned shock effects. Computers & Industrial Engineering, 130, 282-297.