General Lab Information

Xihaier Luo

Comput. Sci. Mach. Learning, Computational Science Initiative

Xihaier Luo

Brookhaven National Laboratory

Computational Science Initiative
Bldg. 725
P.O. Box 5000
Upton, NY 11973-5000

Xihaier Luo is a research associate in Computational Science Initiative (CSI) at Brookhaven National Laboratory (BNL). He received the B.S. degree from the Beijing Jiaotong University, Beijing, China, in 2014, and the Ph.D. degree from the University of Notre Dame, Notre Dame, IN, in 2020, all in Civil Engineering.

Expertise | Education | Publications | Awards

Expertise

  • Scientific machine learning
  • Uncertainty quantification
  • Stochastic modeling
  • Dynamical systems
  • Numerical PDE

Education

  • Ph.D., University of Notre Dame, 2020.
  • B.S., Beijing Jiaotong University, 2014.

Selected Publications

  • Luo X, Kareem A (2021) Dynamic Mode Decomposition of Random Pressure Fields over Bluff Bodies. Journal of Engineering Mechanics 147:04021007. https://doi.org/10.1061/(asce)em.1943-7889.0001904
  • Luo X, Kareem A (2020) Bayesian deep learning with hierarchical prior: Predictions from limited and noisy data. Structural Safety 84:101918. https://doi.org/10.1016/j.strusafe.2019.101918
  • Luo X, Kareem A (2019) Deep convolutional neural networks for uncertainty propagation in random fields. Computer-Aided Civil and Infrastructure Engineering 34:1043–1054. https://doi.org/10.1111/mice.12510

Awards & Recognition

Xihaier Luo

Brookhaven National Laboratory

Computational Science Initiative
Bldg. 725
P.O. Box 5000
Upton, NY 11973-5000

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