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 | 439 | 2013 |
A high-order discontinuous Galerkin method for wave propagation through coupled elastic–acoustic media LC Wilcox, G Stadler, C Burstedde, O Ghattas Journal of computational Physics 229 (24), 9373-9396, 2010 | 324 | 2010 |
The dynamics of plate tectonics and mantle flow: From local to global scales G Stadler, M Gurnis, C Burstedde, LC Wilcox, L Alisic, O Ghattas Science 329 (5995), 1033-1038, 2010 | 315 | 2010 |
Elliptic optimal control problems with L 1-control cost and applications for the placement of control devices G Stadler Computational Optimization and Applications 44, 159-181, 2009 | 300 | 2009 |
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 | 268 | 2014 |
A primal-dual active set algorithm for three-dimensional contact problems with Coulomb friction S Hüeber, G Stadler, BI Wohlmuth SIAM Journal on Scientific Computing 30 (2), 572-596, 2008 | 243 | 2008 |
An infeasible primal-dual algorithm for total bounded variation--based inf-convolution-type image restoration M Hintermüller, G Stadler SIAM Journal on Scientific Computing 28 (1), 1-23, 2006 | 196 | 2006 |
An extreme-scale implicit solver for complex PDEs: highly heterogeneous flow in earth's mantle J Rudi, ACI Malossi, T Isaac, G Stadler, M Gurnis, PWJ Staar, Y Ineichen, ... Proceedings of the international conference for high performance computing …, 2015 | 168 | 2015 |
Scalable and efficient algorithms for the propagation of uncertainty from data through inference to prediction for large-scale problems, with application to flow of the … T Isaac, N Petra, G Stadler, O Ghattas Journal of Computational Physics 296, 348-368, 2015 | 165 | 2015 |
A Fast and Scalable Method for A-Optimal Design of Experiments for Infinite-dimensional Bayesian Nonlinear Inverse Problems A Alexanderian, N Petra, G Stadler, O Ghattas SIAM Journal on Scientific Computing 38 (1), A243–A272, 2016 | 158 | 2016 |
A-optimal design of experiments for infinite-dimensional Bayesian linear inverse problems with regularized l_0-sparsification A Alexanderian, N Petra, G Stadler, O Ghattas SIAM Journal on Scientific Computing, 2014 | 153 | 2014 |
Directional sparsity in optimal control of partial differential equations R HERZOG, G STADLER, G WACHSMUTH SIAM Journal on Control and Optimization 50, 943--963, 2012 | 147 | 2012 |
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 | 144 | 2012 |
Scalable adaptive mantle convection simulation on petascale supercomputers C Burstedde, O Ghattas, M Gurnis, G Stadler, E Tan, T Tu, LC Wilcox, ... SC'08: Proceedings of the 2008 ACM/IEEE Conference on Supercomputing, 1-15, 2008 | 135 | 2008 |
Extreme-scale AMR C Burstedde, O Ghattas, M Gurnis, T Isaac, G Stadler, T Warburton, ... SC'10: Proceedings of the 2010 ACM/IEEE International Conference for High …, 2010 | 133 | 2010 |
Parallel Geometric-Algebraic Multigrid on Unstructured Forests of Octrees H Sundar, G Biros, C Burstedde, J Rudi, O Ghattas, G Stadler Proceedings of Supercomputing SC12, 2012 | 123 | 2012 |
An inexact Gauss-Newton method for inversion of basal sliding and rheology parameters in a nonlinear Stokes ice sheet model N Petra, H Zhu, G Stadler, TJR Hughes, O Ghattas Journal of Glaciology, 2012 | 120 | 2012 |
A Bayesian approach to estimate uncertainty for full-waveform inversion using a priori information from depth migration H Zhu, S Li, S Fomel, G Stadler, O Ghattas Geophysics 81 (5), R307-R323, 2016 | 114 | 2016 |
Large-scale adaptive mantle convection simulation C Burstedde, G Stadler, L Alisic, LC Wilcox, E Tan, M Gurnis, O Ghattas Geophysical Journal International 192 (3), 889-906, 2013 | 97 | 2013 |
Mean-variance risk-averse optimal control of systems governed by PDEs with random parameter fields using quadratic approximations A Alexanderian, N Petra, G Stadler, O Ghattas SIAM/ASA Journal on Uncertainty Quantification 5 (1), 1166-1192, 2017 | 94 | 2017 |