Dimensionality reduction and polynomial chaos acceleration of Bayesian inference in inverse problems

Youssef M. Marzouk, Habib N. Najm. Dimensionality reduction and polynomial chaos acceleration of Bayesian inference in inverse problems. J. Comput. Physics, 228(6):1862-1902, 2009. [doi]

@article{MarzoukN09,
  title = {Dimensionality reduction and polynomial chaos acceleration of Bayesian inference in inverse problems},
  author = {Youssef M. Marzouk and Habib N. Najm},
  year = {2009},
  doi = {10.1016/j.jcp.2008.11.024},
  url = {http://dx.doi.org/10.1016/j.jcp.2008.11.024},
  researchr = {https://researchr.org/publication/MarzoukN09},
  cites = {0},
  citedby = {0},
  journal = {J. Comput. Physics},
  volume = {228},
  number = {6},
  pages = {1862-1902},
}