Nan Chen

Research Interests

• System informatics and prognostic health management
• Performance modeling & surveillance of service systems
• Statistical quality & process control
• Applied Statistics

Companies

• Assistant Professor National University of Singapore (2010)
• Research Assistant University of Wisconsin-Madison (2006 — 2010)
• Research Intern Microsoft Research Asia (2006 — 2006)

Education

• Master of Science University of Wisconsin-Madison (2008 — 2010)
• Ph.D. University of Wisconsin-Madison (2006 — 2010)
• Master of Science University of Wisconsin-Madison (2008 — 2009)
• BS Tsinghua University (2002 — 2006)

Selected Publications

• Dong, H., Chen, N., and Wang, K. (2018) Modeling and Change Detection for Count-weighted Multi-layer Networks, under review.
• Zhu, J., and Chen, N.* (2018) Estimation of Bearing Remaining Useful Life based on Multiscale Convolutional Neural Network, under 2nd review.
• Peng, W., Ye, Z., and Chen, N. (2018) Joint RUL Prediction of Multiple Systems with Multivariate Degradation, under revision.
• Wang, W., Chen, N., Chen, X., and Yang, L. (2018) A Variational Inference-based Heteroscedastic Gaussian Process Approach for Simulation Metamodeling, submitted.
• Zhang, C., and Chen, N.* (2018) Statistical Analysis of Stochastic Simulation Output from Parallel Computing, ACM Transactions on Modeling and Computer Simulation, accepted.
• Ren, H., Chen, N.*, and Wang, Z. (2018) Phase-II Monitoring in Multichannel Profile Observations, Journal of Quality Technology, accepted.
• Sun, Q., Ye, Z., and Chen, N. (2018) Optimal Inspection and Replacement Policies for MultiUnit Systems Subject to Degradation, IEEE Transactions on Reliability, 67(1), 401 – 413.
• Dong, H., Chen, N., and Wang, K. (2017+) Wafer Yield Prediction using Derived Spatial Variables, Quality and Reliability Engineering International, accepted.