Skip to Main Content U.S. Department of Energy
ACMD Division

Staff information

Weixuan Li

Computational Mathematics
Post Doctorate RA C
Pacific Northwest National Laboratory
PO Box 999
MSIN: K7-90
Richland, WA 99352

PNNL Publications


  • Zhang J, W Li, G Lin, L Zeng, and L Wu. 2017. "Efficient evaluation of small failure probability in high-dimensional groundwater contaminant transport modeling via a two-stage Monte Carlo method." Water Resources Research 53(3):1948-1962.  doi:10.1002/2016WR019518


  • Li W, G Lin, and B Li. 2016. "Inverse Regression-based Uncertainty Quantification Algorithms for High-Dimensional Models: Theory and Practice." Journal of Computational Physics 321:259-278.  doi:10.1016/
  • Man J, W Li, L Zeng, and L Wu. 2016. "Data assimilation for unsaturated flow models with restart adaptive probabilistic collocation based Kalman filter." Advances in Water Resources 92:258-270.  doi:10.1016/j.advwatres.2016.03.016
  • Man J, J Zhang, W Li, L Zeng, and L Wu. 2016. "Sequential ensemble-based optimal design for parameter estimation." Water Resources Research 52(10):7577-7592.  doi:10.1002/2016WR018736
  • Zhang J, W Li, L Zeng, and L Wu. 2016. "An adaptive Gaussian process-based method for efficient Bayesian experimental design in groundwater contaminant source identification problems." Water Resources Research 52(8):5971-5984.  doi:10.1002/2016WR018598


  • Li W, and G Lin. 2015. "An Adaptive Importance Sampling Algorithm for Bayesian Inversion with Multimodal distributions." Journal of Computational Physics 294:173-190.  doi:10.1016/
  • Li W, D Zhang, and G Lin. 2015. "A Surrogate-based Adaptive Sampling Approach for History Matching and Uncertainty Quantification." In Society of Petroleum Engineers 2015 Reservoir Simulation Symposium, February 23-25, 2015, Houston, Texas, pp. Paper No. SPE-173298-MS.  Society of Petroleum Engineers, Richardson, TX.  doi:10.2118/173298-MS

Computing Research


Seminar Series

Science at PNNL

Computing Research

View All Highlights