Scalable posterior approximations for large-scale Bayesian inverse problems via likelihood-informed parameter and state reduction

Tiangang Cui, Youssef Marzouk, Karen Willcox. Scalable posterior approximations for large-scale Bayesian inverse problems via likelihood-informed parameter and state reduction. J. Comput. Physics, 315:363-387, 2016. [doi]

@article{CuiMW16,
  title = {Scalable posterior approximations for large-scale Bayesian inverse problems via likelihood-informed parameter and state reduction},
  author = {Tiangang Cui and Youssef Marzouk and Karen Willcox},
  year = {2016},
  doi = {10.1016/j.jcp.2016.03.055},
  url = {http://dx.doi.org/10.1016/j.jcp.2016.03.055},
  researchr = {https://researchr.org/publication/CuiMW16},
  cites = {0},
  citedby = {0},
  journal = {J. Comput. Physics},
  volume = {315},
  pages = {363-387},
}