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Author ID: carlberg.kevin-t Recent zbMATH articles by "Carlberg, Kevin T."
Published as: Carlberg, Kevin; Carlberg, Kevin T.; Carlberg, K. T.

Publications by Year

Citations contained in zbMATH Open

26 Publications have been cited 1,011 times in 560 Documents Cited by Year
The GNAT method for nonlinear model reduction: effective implementation and application to computational fluid dynamics and turbulent flows. Zbl 1299.76180
Carlberg, Kevin; Farhat, Charbel; Cortial, Julien; Amsallem, David
188
2013
Efficient non linear model reduction via a least-squares Petrov-Galerkin projection and compressive tensor approximations. Zbl 1235.74351
Carlberg, Kevin; Bou-Mosleh, Charbel; Farhat, Charbel
183
2011
Model reduction of dynamical systems on nonlinear manifolds using deep convolutional autoencoders. Zbl 1454.65184
Lee, Kookjin; Carlberg, Kevin T.
129
2020
Galerkin v. least-squares Petrov-Galerkin projection in nonlinear model reduction. Zbl 1378.65145
Carlberg, Kevin; Barone, Matthew; Antil, Harbir
86
2017
A method for interpolating on manifolds structural dynamics reduced-order models. Zbl 1176.74077
Amsallem, David; Cortial, Julien; Carlberg, Kevin; Farhat, Charbel
71
2009
Adaptive \(h\)-refinement for reduced-order models. Zbl 1352.65136
Carlberg, Kevin
60
2015
Preserving Lagrangian structure in nonlinear model reduction with application to structural dynamics. Zbl 1320.65193
Carlberg, Kevin; Tuminaro, Ray; Boggs, Paul
54
2015
A low-cost, goal-oriented ‘compact proper orthogonal decomposition’ basis for model reduction of static systems. Zbl 1235.74352
Carlberg, Kevin; Farhat, Charbel
40
2011
Conservative model reduction for finite-volume models. Zbl 1415.65208
Carlberg, Kevin; Choi, Youngsoo; Sargsyan, Syuzanna
34
2018
Space-time least-squares Petrov-Galerkin projection for nonlinear model reduction. Zbl 1405.65140
Choi, Youngsoo; Carlberg, Kevin
31
2019
The ROMES method for statistical modeling of reduced-order-model error. Zbl 1322.65029
Drohmann, Martin; Carlberg, Kevin
29
2015
An efficient, globally convergent method for optimization under uncertainty using adaptive model reduction and sparse grids. Zbl 1448.65057
Zahr, Matthew J.; Carlberg, Kevin T.; Kouri, Drew P.
14
2019
Krylov-subspace recycling via the POD-augmented conjugate-gradient method. Zbl 1348.15005
Carlberg, Kevin; Forstall, Virginia; Tuminaro, Ray
13
2016
Domain-decomposition least-squares Petrov-Galerkin (DD-LSPG) nonlinear model reduction. Zbl 1507.65242
Hoang, Chi; Choi, Youngsoo; Carlberg, Kevin
13
2021
Online adaptive basis refinement and compression for reduced-order models via vector-space sieving. Zbl 1442.65338
Etter, Philip A.; Carlberg, Kevin T.
12
2020
Machine-learning error models for approximate solutions to parameterized systems of nonlinear equations. Zbl 1440.65058
Freno, Brian A.; Carlberg, Kevin T.
10
2019
Recovering missing CFD data for high-order discretizations using deep neural networks and dynamics learning. Zbl 1452.68147
Carlberg, Kevin T.; Jameson, Antony; Kochenderfer, Mykel J.; Morton, Jeremy; Peng, Liqian; Witherden, Freddie D.
8
2019
Decreasing the temporal complexity for nonlinear, implicit reduced-order models by forecasting. Zbl 1425.65073
Carlberg, Kevin; Ray, Jaideep; van Bloemen Waanders, Bart
8
2015
Propagating uncertainties in large-scale hemodynamics models via network uncertainty quantification and reduced-order modeling. Zbl 1441.76147
Guzzetti, S.; Mansilla Alvarez, L. A.; Blanco, P. J.; Carlberg, K. T.; Veneziani, A.
7
2020
Time-series machine-learning error models for approximate solutions to parameterized dynamical systems. Zbl 1442.65446
Parish, Eric J.; Carlberg, Kevin T.
6
2020
Windowed least-squares model reduction for dynamical systems. Zbl 07510054
Parish, Eric J.; Carlberg, Kevin T.
5
2021
Data-driven time parallelism via forecasting. Zbl 07099294
Carlberg, Kevin; Brencher, Lukas; Haasdonk, Bernard; Barth, Andrea
4
2019
Stochastic least-squares Petrov-Galerkin method for parameterized linear systems. Zbl 1388.35232
Lee, Kookjin; Carlberg, Kevin; Elman, Howard C.
2
2018
Corrigendum to: “The GNAT method for nonlinear model reduction: effective implementation and application to computational fluid dynamics and turbulent flows”. Zbl 1472.76071
Carlberg, Kevin; Farhat, Charbel; Cortial, Julien; Amsallem, David
2
2013
Preconditioned least-squares Petrov-Galerkin reduced order models. Zbl 07769311
Lindsay, Payton; Fike, Jeffrey; Tezaur, Irina; Carlberg, Kevin
1
2022
Statistical closure modeling for reduced-order models of stationary systems by the ROMES method. Zbl 1498.65013
Pagani, S.; Manzoni, A.; Carlberg, K. T.
1
2022
Preconditioned least-squares Petrov-Galerkin reduced order models. Zbl 07769311
Lindsay, Payton; Fike, Jeffrey; Tezaur, Irina; Carlberg, Kevin
1
2022
Statistical closure modeling for reduced-order models of stationary systems by the ROMES method. Zbl 1498.65013
Pagani, S.; Manzoni, A.; Carlberg, K. T.
1
2022
Domain-decomposition least-squares Petrov-Galerkin (DD-LSPG) nonlinear model reduction. Zbl 1507.65242
Hoang, Chi; Choi, Youngsoo; Carlberg, Kevin
13
2021
Windowed least-squares model reduction for dynamical systems. Zbl 07510054
Parish, Eric J.; Carlberg, Kevin T.
5
2021
Model reduction of dynamical systems on nonlinear manifolds using deep convolutional autoencoders. Zbl 1454.65184
Lee, Kookjin; Carlberg, Kevin T.
129
2020
Online adaptive basis refinement and compression for reduced-order models via vector-space sieving. Zbl 1442.65338
Etter, Philip A.; Carlberg, Kevin T.
12
2020
Propagating uncertainties in large-scale hemodynamics models via network uncertainty quantification and reduced-order modeling. Zbl 1441.76147
Guzzetti, S.; Mansilla Alvarez, L. A.; Blanco, P. J.; Carlberg, K. T.; Veneziani, A.
7
2020
Time-series machine-learning error models for approximate solutions to parameterized dynamical systems. Zbl 1442.65446
Parish, Eric J.; Carlberg, Kevin T.
6
2020
Space-time least-squares Petrov-Galerkin projection for nonlinear model reduction. Zbl 1405.65140
Choi, Youngsoo; Carlberg, Kevin
31
2019
An efficient, globally convergent method for optimization under uncertainty using adaptive model reduction and sparse grids. Zbl 1448.65057
Zahr, Matthew J.; Carlberg, Kevin T.; Kouri, Drew P.
14
2019
Machine-learning error models for approximate solutions to parameterized systems of nonlinear equations. Zbl 1440.65058
Freno, Brian A.; Carlberg, Kevin T.
10
2019
Recovering missing CFD data for high-order discretizations using deep neural networks and dynamics learning. Zbl 1452.68147
Carlberg, Kevin T.; Jameson, Antony; Kochenderfer, Mykel J.; Morton, Jeremy; Peng, Liqian; Witherden, Freddie D.
8
2019
Data-driven time parallelism via forecasting. Zbl 07099294
Carlberg, Kevin; Brencher, Lukas; Haasdonk, Bernard; Barth, Andrea
4
2019
Conservative model reduction for finite-volume models. Zbl 1415.65208
Carlberg, Kevin; Choi, Youngsoo; Sargsyan, Syuzanna
34
2018
Stochastic least-squares Petrov-Galerkin method for parameterized linear systems. Zbl 1388.35232
Lee, Kookjin; Carlberg, Kevin; Elman, Howard C.
2
2018
Galerkin v. least-squares Petrov-Galerkin projection in nonlinear model reduction. Zbl 1378.65145
Carlberg, Kevin; Barone, Matthew; Antil, Harbir
86
2017
Krylov-subspace recycling via the POD-augmented conjugate-gradient method. Zbl 1348.15005
Carlberg, Kevin; Forstall, Virginia; Tuminaro, Ray
13
2016
Adaptive \(h\)-refinement for reduced-order models. Zbl 1352.65136
Carlberg, Kevin
60
2015
Preserving Lagrangian structure in nonlinear model reduction with application to structural dynamics. Zbl 1320.65193
Carlberg, Kevin; Tuminaro, Ray; Boggs, Paul
54
2015
The ROMES method for statistical modeling of reduced-order-model error. Zbl 1322.65029
Drohmann, Martin; Carlberg, Kevin
29
2015
Decreasing the temporal complexity for nonlinear, implicit reduced-order models by forecasting. Zbl 1425.65073
Carlberg, Kevin; Ray, Jaideep; van Bloemen Waanders, Bart
8
2015
The GNAT method for nonlinear model reduction: effective implementation and application to computational fluid dynamics and turbulent flows. Zbl 1299.76180
Carlberg, Kevin; Farhat, Charbel; Cortial, Julien; Amsallem, David
188
2013
Corrigendum to: “The GNAT method for nonlinear model reduction: effective implementation and application to computational fluid dynamics and turbulent flows”. Zbl 1472.76071
Carlberg, Kevin; Farhat, Charbel; Cortial, Julien; Amsallem, David
2
2013
Efficient non linear model reduction via a least-squares Petrov-Galerkin projection and compressive tensor approximations. Zbl 1235.74351
Carlberg, Kevin; Bou-Mosleh, Charbel; Farhat, Charbel
183
2011
A low-cost, goal-oriented ‘compact proper orthogonal decomposition’ basis for model reduction of static systems. Zbl 1235.74352
Carlberg, Kevin; Farhat, Charbel
40
2011
A method for interpolating on manifolds structural dynamics reduced-order models. Zbl 1176.74077
Amsallem, David; Cortial, Julien; Carlberg, Kevin; Farhat, Charbel
71
2009
all top 5

Cited by 960 Authors

31 Rozza, Gianluigi
25 Manzoni, Andrea
24 Carlberg, Kevin T.
22 Farhat, Charbel H.
20 Hesthaven, Jan S.
20 Stabile, Giovanni
16 Iliescu, Traian
15 Brunton, Steven L.
14 Taddei, Tommaso
13 Amsallem, David
13 Choi, Youngsoo
13 Peherstorfer, Benjamin
13 Quarteroni, Alfio M.
12 Navon, Ionel Michael
12 Willcox, Karen E.
11 Kutz, J. Nathan
10 Fang, Fangxin
10 San, Omer
9 Haasdonk, Bernard
9 Pain, Christopher C.
8 Ballarin, Francesco
8 Benner, Peter
8 Desmet, Wim
8 Wang, Zhu
7 Guo, Mengwu
7 Karasözen, Bülent
7 Uzunca, Murat
7 Zahr, Matthew J.
6 Chen, Jiun-Shyan
6 Deparis, Simone
6 Duraisamy, Karthik
6 Fresca, Stefania
6 Maday, Yvon
6 Naets, Frank
6 Pagani, Stefano
6 Parish, Eric J.
6 Ryckelynck, David
6 Xiao, Dunhui
6 Yano, Masayuki
5 Ahmed, Shady E.
5 Cho, Haeseong
5 Codina, Ramon
5 Gugercin, Serkan
5 Heirman, Gert H. K.
5 Iollo, Angelo
5 Karatzas, Efthymios N.
5 Kouri, Drew P.
5 Maulik, Romit
5 Mola, Andrea
5 Néron, David
5 Nobile, Fabio
5 Pagliantini, Cecilia
5 Rebholz, Leo G.
4 Balajewicz, Maciej J.
4 Bordas, Stéphane Pierre Alain
4 Chaturantabut, Saifon
4 Chen, Peng
4 Chen, Yanlai
4 Dal Santo, Niccolò
4 Dede’, Luca
4 Florez, Horacio
4 Gildin, Eduardo
4 Girfoglio, Michele
4 Lee, Kookjin
4 Loiseau, Jean-Christophe
4 Lombardi, Damiano
4 Mohebujjaman, Muhammad
4 Mula, Olga
4 Ohlberger, Mario
4 Rasheed, Adil
4 Reiss, Julius
4 Reyes, Ricardo
4 Schneier, Michael
4 Scovazzi, Guglielmo
4 Shin, Sangjoon
4 Tezaur, Irina
4 Tezaur, Radek
4 Zhang, Lei
3 Afkham, Babak Maboudi
3 Akkari, Nissrine
3 Aquino, Wilkins
3 Baiges, Joan
3 Bergmann, Michel
3 Buchan, Andrew G.
3 Cho, Maenghyo
3 Conti, Paolo
3 Du, Juan
3 Durlofsky, Louis J.
3 Elman, Howard C.
3 Farthing, Matthew W.
3 Feng, Lihong
3 Gerbeau, Jean-Frédéric
3 Ghattas, Omar N.
3 Gunzburger, Max D.
3 Hetmaniuk, Ulrich L.
3 Hijazi, Saddam
3 Huynh, Kevin
3 Ivagnes, Anna
3 Kerfriden, Pierre
3 Kim, Haedong
...and 860 more Authors
all top 5

Cited in 72 Serials

122 Computer Methods in Applied Mechanics and Engineering
92 Journal of Computational Physics
48 SIAM Journal on Scientific Computing
46 International Journal for Numerical Methods in Engineering
21 Journal of Scientific Computing
18 Advances in Computational Mathematics
16 SIAM/ASA Journal on Uncertainty Quantification
15 Computers and Fluids
15 Computational Mechanics
11 Journal of Fluid Mechanics
10 Journal of Computational and Applied Mathematics
8 Computers & Mathematics with Applications
7 European Series in Applied and Industrial Mathematics (ESAIM): Mathematical Modelling and Numerical Analysis
6 Applied Mathematics and Computation
6 Physica D
5 SIAM Journal on Matrix Analysis and Applications
5 Computational Geosciences
4 Numerische Mathematik
4 SIAM Journal on Numerical Analysis
4 Applied Mathematical Modelling
4 International Journal of Computational Fluid Dynamics
3 Mathematics and Computers in Simulation
3 SIAM Review
3 GAMM-Mitteilungen
3 Communications in Computational Physics
3 Communications in Applied and Industrial Mathematics
3 Proceedings of the Royal Society of London. A. Mathematical, Physical and Engineering Sciences
2 Mathematics of Computation
2 BIT
2 SIAM Journal on Optimization
2 Communications in Nonlinear Science and Numerical Simulation
2 Thai Journal of Mathematics
2 Acta Numerica
2 Journal of Computational Dynamics
1 Computer Physics Communications
1 International Journal of Engineering Science
1 Journal of Mathematical Analysis and Applications
1 Physica A
1 Wave Motion
1 Systems & Control Letters
1 Circuits, Systems, and Signal Processing
1 Applied Numerical Mathematics
1 Constructive Approximation
1 COMPEL
1 Numerical Methods for Partial Differential Equations
1 Numerical Algorithms
1 SIAM Journal on Applied Mathematics
1 Mathematical Programming. Series A. Series B
1 Archive of Applied Mechanics
1 Journal of Nonlinear Science
1 Computational and Applied Mathematics
1 Engineering Analysis with Boundary Elements
1 European Series in Applied and Industrial Mathematics (ESAIM): Control, Optimization and Calculus of Variations
1 Multibody System Dynamics
1 Nonlinear Dynamics
1 Vietnam Journal of Mathematics
1 Soft Computing
1 Chaos
1 Mathematical and Computer Modelling of Dynamical Systems
1 Mathematical & Computational Applications
1 International Journal of Applied Mathematics and Computer Science
1 Discrete and Continuous Dynamical Systems. Series B
1 Comptes Rendus. Mathématique. Académie des Sciences, Paris
1 SIAM Journal on Applied Dynamical Systems
1 Multiscale Modeling & Simulation
1 International Journal of Computational Methods
1 Oberwolfach Reports
1 Mathematical Geosciences
1 Statistics and Computing
1 Mathematics in Engineering
1 SMAI Journal of Computational Mathematics
1 Communications of the American Mathematical Society

Citations by Year