Context-Aware Surrogate Modeling for Balancing Approximation and Sampling Costs in Multifidelity Importance Sampling and Bayesian Inverse Problems

Terrence Alsup, Benjamin Peherstorfer. Context-Aware Surrogate Modeling for Balancing Approximation and Sampling Costs in Multifidelity Importance Sampling and Bayesian Inverse Problems. SIAM/ASA J. Uncertain. Quantification, 11(1):285-319, March 2023. [doi]

@article{AlsupP23,
  title = {Context-Aware Surrogate Modeling for Balancing Approximation and Sampling Costs in Multifidelity Importance Sampling and Bayesian Inverse Problems},
  author = {Terrence Alsup and Benjamin Peherstorfer},
  year = {2023},
  month = {March},
  doi = {10.1137/21m1445594},
  url = {https://doi.org/10.1137/21m1445594},
  researchr = {https://researchr.org/publication/AlsupP23},
  cites = {0},
  citedby = {0},
  journal = {SIAM/ASA J. Uncertain. Quantification},
  volume = {11},
  number = {1},
  pages = {285-319},
}