Edit Profile Bui-Thanh, Tan Compute Distance To: Compute Author ID: bui-thanh.tan Published as: Bui-Thanh, T.; Bui-Thanh, Tan External Links: ORCID Documents Indexed: 34 Publications since 2007 all top 5 Co-Authors 3 single-authored 18 Ghattas, Omar N. 4 Demkowicz, Leszek F. 3 Muralikrishnan, Sriramkrishnan 3 Stadler, Georg 2 Alger, Nick 2 Girolami, Mark A. 2 Kang, Shinhoo 2 Myers, Aaron 2 Nguyen, Quoc P. 2 Tran, Minh-Binh 2 Willcox, Karen E. 1 Ambartsumyan, Ilona 1 Arbogast, Todd 1 Boukaram, Wajih-Halim 1 Chan, Jesse 1 Christie, Mike 1 Constantine, Paul G. 1 Giraldo, Francis X. 1 Heuer, Norbert 1 Higdon, David M. 1 Kent, Carson 1 Keyes, David Elliot 1 Lan, Shiwei 1 Le, E. B. 1 Lee, Jeonghun J. 1 Martin, James H. 1 Rao, Vishwas 1 Roberts, Nathan V. 1 Shadid, John N. 1 Shannon, Stephen J. 1 Turkiyyah, George M. 1 van Bloemen Waanders, Bart G. 1 Villa, Umberto E. 1 Wang, Kainan 1 Wilcox, Lucas C. 1 Wildey, Tim M. 1 Zampini, Stefano all top 5 Serials 11 SIAM Journal on Scientific Computing 5 Journal of Computational Physics 4 Inverse Problems 3 SIAM Journal on Numerical Analysis 3 Inverse Problems and Imaging 2 Computers & Mathematics with Applications 2 Computer Methods in Applied Mechanics and Engineering 1 Mathematics of Computation 1 Journal of Scientific Computing 1 SIAM/ASA Journal on Uncertainty Quantification all top 5 Fields 28 Numerical analysis (65-XX) 16 Partial differential equations (35-XX) 9 Statistics (62-XX) 7 Calculus of variations and optimal control; optimization (49-XX) 6 Fluid mechanics (76-XX) 5 Optics, electromagnetic theory (78-XX) 2 Harmonic analysis on Euclidean spaces (42-XX) 2 Mechanics of deformable solids (74-XX) 2 Geophysics (86-XX) 2 Operations research, mathematical programming (90-XX) 1 Dynamical systems and ergodic theory (37-XX) 1 Approximations and expansions (41-XX) 1 Operator theory (47-XX) 1 Probability theory and stochastic processes (60-XX) 1 Computer science (68-XX) 1 Information and communication theory, circuits (94-XX) Publications by Year all cited Publications top 5 cited Publications Citations contained in zbMATH 30 Publications have been cited 437 times in 326 Documents Cited by ▼ Year ▼ Model reduction for large-scale systems with high-dimensional parametric input space. Zbl 1196.37127Bui-Thanh, T.; Willcox, K.; Ghattas, O. 83 2008 A computational framework for infinite-dimensional Bayesian inverse problems. I: The linearized case, with application to global seismic inversion. Zbl 1287.35087Bui-Thanh, Tan; Ghattas, Omar; Martin, James; Stadler, Georg 58 2013 Goal-oriented, model-constrained optimization for reduction of large-scale systems. Zbl 1123.65081Bui-Thanh, T.; Willcox, K.; Ghattas, O.; van Bloemen Waanders, B. 55 2007 A robust DPG method for convection-dominated diffusion problems. II: Adjoint boundary conditions and mesh-dependent test norms. Zbl 1350.65120Chan, Jesse; Heuer, Norbert; Bui-Thanh, Tan; Demkowicz, Leszek 39 2014 The DPG method for the Stokes problem. Zbl 1381.76200Roberts, Nathan V.; Bui-Thanh, Tan; Demkowicz, Leszek 22 2014 A unified discontinuous Petrov-Galerkin method and its analysis for Friedrichs systems. Zbl 1278.65173Bui-Thanh, Tan; Demkowicz, Leszek; Ghattas, Omar 22 2013 Solving large-scale PDE-constrained Bayesian inverse problems with Riemann manifold Hamiltonian Monte Carlo. Zbl 1306.65269Bui-Thanh, T.; Girolami, M. 16 2014 An analysis of infinite dimensional Bayesian inverse shape acoustic scattering and its numerical approximation. Zbl 1306.65270Bui-Thanh, Tan; Ghattas, Omar 15 2014 From Godunov to a unified hybridized discontinuous Galerkin framework for partial differential equations. Zbl 1349.76183Bui-Thanh, Tan 14 2015 Analysis of the Hessian for inverse scattering problems. I: Inverse shape scattering of acoustic waves. Zbl 1239.78006Bui-Thanh, Tan; Ghattas, Omar 14 2012 Adaptive Hessian-based nonstationary Gaussian process response surface method for probability density approximation with application to Bayesian solution of large-scale inverse problems. Zbl 1257.62035Bui-Thanh, Tan; Ghattas, Omar; Higdon, David 9 2012 Analysis of the Hessian for inverse scattering problems. II: Inverse medium scattering of acoustic waves. Zbl 1239.78007Bui-Thanh, Tan; Ghattas, Omar 9 2012 Analysis of an \(hp\)-nonconforming discontinuous Galerkin spectral element method for wave propagation. Zbl 1250.65120Bui-Thanh, Tan; Ghattas, Omar 8 2012 Emulation of higher-order tensors in manifold Monte Carlo methods for Bayesian inverse problems. Zbl 1352.65010Lan, Shiwei; Bui-Thanh, Tan; Christie, Mike; Girolami, Mark 7 2016 Accelerating Markov chain Monte Carlo with active subspaces. Zbl 1348.65010Constantine, Paul G.; Kent, Carson; Bui-Thanh, Tan 7 2016 Analysis of the Hessian for inverse scattering problems. III: Inverse medium scattering of electromagnetic waves in three dimensions. Zbl 1292.78012Bui-Thanh, Tan; Ghattas, Omar 7 2013 A randomized maximum a posteriori method for posterior sampling of high dimensional nonlinear Bayesian inverse problems. Zbl 1386.35391Wang, Kainan; Bui-Thanh, Tan; Ghattas, Omar 6 2018 FEM-based discretization-invariant MCMC methods for PDE-constrained Bayesian inverse problems. Zbl 1348.65013Bui-Thanh, Tan; Nguyen, Quoc P. 6 2016 Discretely exact derivatives for hyperbolic PDE-constrained optimization problems discretized by the discontinuous Galerkin method. Zbl 1319.65051Wilcox, Lucas C.; Stadler, Georg; Bui-Thanh, Tan; Ghattas, Omar 6 2015 Constructively well-posed approximation methods with unity inf-sup and continuity constants for partial differential equations. Zbl 1281.65129Bui-Thanh, Tan; Demkowicz, Leszek; Ghattas, Omar 6 2013 Construction and analysis of HDG methods for linearized shallow water equations. Zbl 06670152Bui-Thanh, Tan 5 2016 A PDE-constrained optimization approach to the discontinuous Petrov-Galerkin method with a trust region inexact Newton-CG solver. Zbl 1425.65151Bui-Thanh, Tan; Ghattas, Omar 5 2014 iHDG: an iterative HDG framework for partial differential equations. Zbl 1422.65405Muralikrishnan, Sriramkrishnan; Tran, Minh-Binh; Bui-Thanh, Tan 4 2017 A scalable algorithm for MAP estimators in Bayesian inverse problems with Besov priors. Zbl 1347.49045Bui-Thanh, Tan; Ghattas, Omar 4 2015 From Rankine-Hugoniot condition to a constructive derivation of HDG methods. Zbl 1352.65333Bui-Thanh, Tan 3 2015 A data scalable augmented Lagrangian KKT preconditioner for large-scale inverse problems. Zbl 1422.65090Alger, Nick; Villa, Umberto; Bui-Thanh, Tan; Ghattas, Omar 2 2017 A data-scalable randomized misfit approach for solving large-scale PDE-constrained inverse problems. Zbl 1417.65136Le, E. B.; Myers, A.; Bui-Thanh, T.; Nguyen, Q. P. 2 2017 Hierarchical matrix approximations of Hessians arising in inverse problems governed by PDEs. Zbl 1453.65289Ambartsumyan, Ilona; Boukaram, Wajih; Bui-Thanh, Tan; Ghattas, Omar; Keyes, David; Stadler, Georg; Turkiyyah, George; Zampini, Stefano 1 2020 Unified geometric multigrid algorithm for hybridized High-order finite element methods. Zbl 1425.65184Wildey, Tim; Muralikrishnan, Sriramkrishnan; Bui-Thanh, Tan 1 2019 Scalable Matrix-free adaptive product-convolution approximation for locally translation-invariant operators. Zbl 07099346Alger, Nick; Rao, Vishwas; Myers, Aaron; Bui-Thanh, Tan; Ghattas, Omar 1 2019 Hierarchical matrix approximations of Hessians arising in inverse problems governed by PDEs. Zbl 1453.65289Ambartsumyan, Ilona; Boukaram, Wajih; Bui-Thanh, Tan; Ghattas, Omar; Keyes, David; Stadler, Georg; Turkiyyah, George; Zampini, Stefano 1 2020 Unified geometric multigrid algorithm for hybridized High-order finite element methods. Zbl 1425.65184Wildey, Tim; Muralikrishnan, Sriramkrishnan; Bui-Thanh, Tan 1 2019 Scalable Matrix-free adaptive product-convolution approximation for locally translation-invariant operators. Zbl 07099346Alger, Nick; Rao, Vishwas; Myers, Aaron; Bui-Thanh, Tan; Ghattas, Omar 1 2019 A randomized maximum a posteriori method for posterior sampling of high dimensional nonlinear Bayesian inverse problems. Zbl 1386.35391Wang, Kainan; Bui-Thanh, Tan; Ghattas, Omar 6 2018 iHDG: an iterative HDG framework for partial differential equations. Zbl 1422.65405Muralikrishnan, Sriramkrishnan; Tran, Minh-Binh; Bui-Thanh, Tan 4 2017 A data scalable augmented Lagrangian KKT preconditioner for large-scale inverse problems. Zbl 1422.65090Alger, Nick; Villa, Umberto; Bui-Thanh, Tan; Ghattas, Omar 2 2017 A data-scalable randomized misfit approach for solving large-scale PDE-constrained inverse problems. Zbl 1417.65136Le, E. B.; Myers, A.; Bui-Thanh, T.; Nguyen, Q. P. 2 2017 Emulation of higher-order tensors in manifold Monte Carlo methods for Bayesian inverse problems. Zbl 1352.65010Lan, Shiwei; Bui-Thanh, Tan; Christie, Mike; Girolami, Mark 7 2016 Accelerating Markov chain Monte Carlo with active subspaces. Zbl 1348.65010Constantine, Paul G.; Kent, Carson; Bui-Thanh, Tan 7 2016 FEM-based discretization-invariant MCMC methods for PDE-constrained Bayesian inverse problems. Zbl 1348.65013Bui-Thanh, Tan; Nguyen, Quoc P. 6 2016 Construction and analysis of HDG methods for linearized shallow water equations. Zbl 06670152Bui-Thanh, Tan 5 2016 From Godunov to a unified hybridized discontinuous Galerkin framework for partial differential equations. Zbl 1349.76183Bui-Thanh, Tan 14 2015 Discretely exact derivatives for hyperbolic PDE-constrained optimization problems discretized by the discontinuous Galerkin method. Zbl 1319.65051Wilcox, Lucas C.; Stadler, Georg; Bui-Thanh, Tan; Ghattas, Omar 6 2015 A scalable algorithm for MAP estimators in Bayesian inverse problems with Besov priors. Zbl 1347.49045Bui-Thanh, Tan; Ghattas, Omar 4 2015 From Rankine-Hugoniot condition to a constructive derivation of HDG methods. Zbl 1352.65333Bui-Thanh, Tan 3 2015 A robust DPG method for convection-dominated diffusion problems. II: Adjoint boundary conditions and mesh-dependent test norms. Zbl 1350.65120Chan, Jesse; Heuer, Norbert; Bui-Thanh, Tan; Demkowicz, Leszek 39 2014 The DPG method for the Stokes problem. Zbl 1381.76200Roberts, Nathan V.; Bui-Thanh, Tan; Demkowicz, Leszek 22 2014 Solving large-scale PDE-constrained Bayesian inverse problems with Riemann manifold Hamiltonian Monte Carlo. Zbl 1306.65269Bui-Thanh, T.; Girolami, M. 16 2014 An analysis of infinite dimensional Bayesian inverse shape acoustic scattering and its numerical approximation. Zbl 1306.65270Bui-Thanh, Tan; Ghattas, Omar 15 2014 A PDE-constrained optimization approach to the discontinuous Petrov-Galerkin method with a trust region inexact Newton-CG solver. Zbl 1425.65151Bui-Thanh, Tan; Ghattas, Omar 5 2014 A computational framework for infinite-dimensional Bayesian inverse problems. I: The linearized case, with application to global seismic inversion. Zbl 1287.35087Bui-Thanh, Tan; Ghattas, Omar; Martin, James; Stadler, Georg 58 2013 A unified discontinuous Petrov-Galerkin method and its analysis for Friedrichs systems. Zbl 1278.65173Bui-Thanh, Tan; Demkowicz, Leszek; Ghattas, Omar 22 2013 Analysis of the Hessian for inverse scattering problems. III: Inverse medium scattering of electromagnetic waves in three dimensions. Zbl 1292.78012Bui-Thanh, Tan; Ghattas, Omar 7 2013 Constructively well-posed approximation methods with unity inf-sup and continuity constants for partial differential equations. Zbl 1281.65129Bui-Thanh, Tan; Demkowicz, Leszek; Ghattas, Omar 6 2013 Analysis of the Hessian for inverse scattering problems. I: Inverse shape scattering of acoustic waves. Zbl 1239.78006Bui-Thanh, Tan; Ghattas, Omar 14 2012 Adaptive Hessian-based nonstationary Gaussian process response surface method for probability density approximation with application to Bayesian solution of large-scale inverse problems. Zbl 1257.62035Bui-Thanh, Tan; Ghattas, Omar; Higdon, David 9 2012 Analysis of the Hessian for inverse scattering problems. II: Inverse medium scattering of acoustic waves. Zbl 1239.78007Bui-Thanh, Tan; Ghattas, Omar 9 2012 Analysis of an \(hp\)-nonconforming discontinuous Galerkin spectral element method for wave propagation. Zbl 1250.65120Bui-Thanh, Tan; Ghattas, Omar 8 2012 Model reduction for large-scale systems with high-dimensional parametric input space. Zbl 1196.37127Bui-Thanh, T.; Willcox, K.; Ghattas, O. 83 2008 Goal-oriented, model-constrained optimization for reduction of large-scale systems. Zbl 1123.65081Bui-Thanh, T.; Willcox, K.; Ghattas, O.; van Bloemen Waanders, B. 55 2007 all cited Publications top 5 cited Publications all top 5 Cited by 608 Authors 21 Bui-Thanh, Tan 17 Demkowicz, Leszek F. 15 Ghattas, Omar N. 12 Marzouk, Youssef M. 11 Heuer, Norbert 10 Willcox, Karen E. 9 Alexanderian, Alen 9 Stadler, Georg 8 Carlberg, Kevin T. 8 Cui, Tiangang 7 Barone, Matthew F. 7 Führer, Thomas 7 Petra, Noemi 6 Chan, Jesse 6 Kalashnikova, Irina 6 Karkulik, Michael 6 Navon, Ionel Michael 6 Saibaba, Arvind Krishna 6 San, Omer 5 Borggaard, Jeff T. 5 Chen, Peng 5 Farhat, Charbel H. 5 Girolami, Mark A. 5 Gugercin, Serkan 5 Keith, Brendan 5 Peherstorfer, Benjamin 5 Roberts, Nathan V. 5 Schwab, Christoph 4 Amsallem, David 4 Benner, Peter 4 Burazin, Krešimir 4 Durlofsky, Louis J. 4 Erceg, Marko 4 Fang, Fangxin 4 Gopalakrishnan, Jay 4 Nguyen, Ngoc Cuong 4 Stuart, Andrew M. 4 Villa, Umberto E. 3 Aguado, Jose Vicente 3 Alger, Nick 3 Allison, P. A. 3 Antonić, Nenad 3 Bardsley, Johnathan M. 3 Bordas, Stéphane Pierre Alain 3 Chinesta, Francisco 3 Cueto, Elias 3 Fuentes, Federico 3 Goddard, Anthony J. H. 3 González, Domingo Iván Rodríguez 3 Gorman, Gerard J. 3 Iollo, Angelo 3 Kerfriden, Pierre 3 Lan, Shiwei 3 Li, Jinglai 3 Manzoni, Andrea 3 Maulik, Romit 3 Morzfeld, Matthias 3 Muga, Ignacio 3 Muralikrishnan, Sriramkrishnan 3 Nair, Prasanth B. 3 Pain, Christopher C. 3 Piggott, Matthew D. 3 Qiu, Weifeng 3 Rozza, Gianluigi 3 Schönlieb, Carola-Bibiane 3 Tenorio, Luis 3 Tong, Xin Thomson 3 Valkonen, Tuomo 3 van Bloemen Waanders, Bart G. 3 Wang, Zhu 3 Wildey, Tim M. 3 Wohlmuth, Barbara I. 2 Abisset-Chavanne, Emmanuelle 2 Agapiou, Sergios 2 Ahmed, Mansoor 2 Arunajatesan, Srinivasan 2 Audouze, Christophe 2 Baiges, Joan 2 Bell, John B. 2 Bergmann, Michel 2 Beskos, Alexandros 2 Brown, D. Andrew 2 Burger, Martin 2 Calo, Victor Manuel 2 Cardoso, M. A. 2 Carstensen, Carsten 2 Chaturantabut, Saifon 2 Chen, Huangxin 2 Chen, Xiao 2 Christie, Mike 2 Chung, Julianne M. 2 Codina, Ramon 2 De los Reyes, Juan Carlos 2 de Sturler, Eric 2 De Vuyst, Florian 2 Desmet, Wim 2 Ellis, Truman E. 2 Farrell, Patrick E. 2 Feng, Lihong 2 Fidkowski, Krzysztof J. ...and 508 more Authors all top 5 Cited in 67 Serials 42 Journal of Computational Physics 35 Computer Methods in Applied Mechanics and Engineering 35 SIAM Journal on Scientific Computing 21 Computers & Mathematics with Applications 21 SIAM/ASA Journal on Uncertainty Quantification 18 International Journal for Numerical Methods in Engineering 15 Inverse Problems 11 Journal of Scientific Computing 9 Advances in Computational Mathematics 7 International Journal for Numerical Methods in Fluids 6 Journal of Computational and Applied Mathematics 6 SIAM Journal on Numerical Analysis 6 Computational Methods in Applied Mathematics 5 European Series in Applied and Industrial Mathematics (ESAIM): Mathematical Modelling and Numerical Analysis 5 Inverse Problems and Imaging 4 Mathematics of Computation 4 Computational Mechanics 4 Archives of Computational Methods in Engineering 3 Computers and Fluids 3 Journal of Mathematical Analysis and Applications 3 Numerical Methods for Partial Differential Equations 3 Journal of Mathematical Imaging and Vision 3 Computational Geosciences 3 SIAM Journal on Imaging Sciences 2 Numerische Mathematik 2 Statistical Science 2 Applied Mathematical Modelling 2 Acta Numerica 2 Proceedings of the Royal Society of London. A. Mathematical, Physical and Engineering Sciences 2 Results in Applied Mathematics 1 Journal of Mathematical Physics 1 Journal of Statistical Physics 1 Mathematical Methods in the Applied Sciences 1 Transport Theory and Statistical Physics 1 Wave Motion 1 Applied Mathematics and Computation 1 Calcolo 1 Journal of the American Statistical Association 1 Journal of Differential Equations 1 Journal of Statistical Planning and Inference 1 Numerical Functional Analysis and Optimization 1 Systems & Control Letters 1 Chinese Annals of Mathematics. Series B 1 Physica D 1 Computational Statistics 1 International Journal of Computer Mathematics 1 SIAM Review 1 Computational Optimization and Applications 1 Computational and Applied Mathematics 1 Boletín de la Sociedad Matemática Mexicana. Third Series 1 Mathematical Problems in Engineering 1 European Series in Applied and Industrial Mathematics (ESAIM): Probability and Statistics 1 Soft Computing 1 ZAMM. Zeitschrift für Angewandte Mathematik und Mechanik 1 Mathematical and Computer Modelling of Dynamical Systems 1 Communications in Nonlinear Science and Numerical Simulation 1 Methodology and Computing in Applied Probability 1 Optimization and Engineering 1 Foundations of Computational Mathematics 1 Communications on Pure and Applied Analysis 1 Milan Journal of Mathematics 1 International Journal of Computational Methods 1 Mediterranean Journal of Mathematics 1 Complex Analysis and Operator Theory 1 Electronic Journal of Statistics 1 The Annals of Applied Statistics 1 Journal of Theoretical Biology all top 5 Cited in 27 Fields 246 Numerical analysis (65-XX) 102 Partial differential equations (35-XX) 79 Statistics (62-XX) 73 Fluid mechanics (76-XX) 29 Mechanics of deformable solids (74-XX) 25 Calculus of variations and optimal control; optimization (49-XX) 24 Probability theory and stochastic processes (60-XX) 24 Computer science (68-XX) 16 Systems theory; control (93-XX) 15 Geophysics (86-XX) 15 Operations research, mathematical programming (90-XX) 11 Optics, electromagnetic theory (78-XX) 10 Information and communication theory, circuits (94-XX) 8 Dynamical systems and ergodic theory (37-XX) 7 Operator theory (47-XX) 6 Approximations and expansions (41-XX) 6 Functional analysis (46-XX) 5 Linear and multilinear algebra; matrix theory (15-XX) 5 Ordinary differential equations (34-XX) 5 Biology and other natural sciences (92-XX) 4 Mechanics of particles and systems (70-XX) 4 Statistical mechanics, structure of matter (82-XX) 3 Harmonic analysis on Euclidean spaces (42-XX) 2 General and overarching topics; collections (00-XX) 2 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 1 Measure and integration (28-XX) 1 Quantum theory (81-XX) Citations by Year