A stochastic Newton MCMC method for large-scale statistical inverse problems with application to seismic inversion J Martin, LC Wilcox, C Burstedde, O Ghattas SIAM Journal on Scientific Computing 34 (3), A1460-A1487, 2012 | 402 | 2012 |

A computational framework for infinite-dimensional Bayesian inverse problems Part I: The linearized case, with application to global seismic inversion T Bui-Thanh, O Ghattas, J Martin, G Stadler SIAM Journal on Scientific Computing 35 (6), A2494-A2523, 2013 | 318 | 2013 |

A computational framework for infinite-dimensional Bayesian inverse problems, Part II: Stochastic Newton MCMC with application to ice sheet flow inverse problems N Petra, J Martin, G Stadler, O Ghattas SIAM Journal on Scientific Computing 36 (4), A1525-A1555, 2014 | 196 | 2014 |

Likelihood-informed dimension reduction for nonlinear inverse problems T Cui, J Martin, YM Marzouk, A Solonen, A Spantini Inverse Problems 30 (11), 114015, 2014 | 139 | 2014 |

Extreme-scale UQ for Bayesian inverse problems governed by PDEs T Bui-Thanh, C Burstedde, O Ghattas, J Martin, G Stadler, LC Wilcox SC'12: Proceedings of the international conference on high performance …, 2012 | 122 | 2012 |

Optimal low-rank approximations of Bayesian linear inverse problems A Spantini, A Solonen, T Cui, J Martin, L Tenorio, Y Marzouk SIAM Journal on Scientific Computing 37 (6), A2451-A2487, 2015 | 113 | 2015 |

A computational framework for the solution of infinite-dimensional Bayesian statistical inverse problems with application to global seismic inversion JR Martin | 1 | 2015 |

A Stochastic Newton MCMC method with applications to ice sheet inverse problems N Petra, J Martin, G Stadler, O Ghattas AGU Fall Meeting Abstracts 2012, GC32A-07, 2012 | | 2012 |

Large-Scale Statistical Inverse Methods for Seismic Wave Propagation J Martin, T Bui-Thanh, C Burstedde, O Ghattas, G Stadler AGU Fall Meeting Abstracts 2011, DI23A-2085, 2011 | | 2011 |

Towards scalable full-waveform seismic inversion with quantified uncertainties G Stadler, T Bui-Thanh, C Burstedde, O Ghattas, J Martin, L Wilcox AGU Fall Meeting Abstracts 2010, DI34B-04, 2010 | | 2010 |