Georg Stadler

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Omar GhattasProfessor & Cockrell endowed chair, Mechanical Engineering & Oden Institute, Univ of Texas at AustinVerified email at ices.utexas.edu
Noemi PetraAssociate Professor, University of California, MercedVerified email at ucmerced.edu
Michael GurnisProfessor of Geophysics, California Institute of TechnologyVerified email at gps.caltech.edu
Lucas C. WilcoxProfessor of Applied Mathematics, Naval Postgraduate SchoolVerified email at nps.edu
Carsten BursteddeProfessor for Scientific Computing, Universität Bonn, GermanyVerified email at ins.uni-bonn.de
Tobin IsaacComputational Mathematician, Mathematics and Computer Science Division, Argonne National LaboratoryVerified email at anl.gov
Johann RudiVirginia TechVerified email at vt.edu
Alen AlexanderianNorth Carolina State UniversityVerified email at ncsu.edu
Laura AlisicPostdoctoral Research Associate, Bullard Laboratories, University of CambridgeVerified email at cam.ac.uk
Tan Bui-ThanhAssociate Professor. The Department of Aerospace Engineering and Engineering MechanicsVerified email at oden.utexas.edu
James MartinInstitute for Computational Engineering and Sciences, UT AustinVerified email at ices.utexas.edu
Stephen PriceLos Alamos National LaboratoryVerified email at lanl.gov
Matt LandremanAssociate Research Scientist, University of MarylandVerified email at umd.edu
Florian WechsungCourant Institute of Mathematical Sciences, New York UniversityVerified email at nyu.edu
Eh Tan 譚諤Institute of Earth Sciences, Academia Sinica, TaiwanVerified email at earth.sinica.edu.tw
Antoine CerfonAssociate Professor of Mathematics, New York UniversityVerified email at cims.nyu.edu
Andrew GiulianiResearch Scientist, Flatiron InstituteVerified email at flatironinstitute.org
Hongyu ZhuRaytheon Technologies Research CenterVerified email at rtx.com
Hari SundarAssociate Professor, Computer Science, Tufts UniversityVerified email at tufts.edu
Alessandro CurioniIBM Fellow - VP Europe & Africa and Director - IBM Research ZurichVerified email at zurich.ibm.com

Georg Stadler

Courant Institute, New York University

Verified email at cims.nyu.edu - Homepage

Applied Mathematics Scientific Computing Inverse Problems PDE-constrained optimization Uncertainty Quantification


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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	456	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	334	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	324	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	304	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	280	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	245	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	197	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	173	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	173	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	167	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	159	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	151	2012
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	148	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	137	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	134	2010
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	125	2012
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	124	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	119	2016
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	100	2017
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	100	2013

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