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Peherstorfer, Benjamin
103
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Online (103)
Mediatypes
Articles (Online) (47)
Bookchapter (Online) (4)
OpenAccess-fulltext (48)
Thesis (Online) (4)
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1
Learning Nonlinear Reduced Models from Data with Operator I..:
Kramer, Boris
;
Peherstorfer, Benjamin
;
Willcox, Karen E.
Annual Review of Fluid Mechanics. 56 (2024) 1 - p. 521-548 , 2024
Link:
https://doi.org/10.1146/..
?
2
Coupling parameter and particle dynamics for adaptive sampl..:
Wen, Yuxiao
;
Vanden-Eijnden, Eric
;
Peherstorfer, Benjamin
Physica D: Nonlinear Phenomena. 462 (2024) - p. 134129 , 2024
Link:
https://doi.org/10.1016/..
?
3
Further analysis of multilevel Stein variational gradient d..:
Alsup, Terrence
;
Hartland, Tucker
;
Peherstorfer, Benjamin
.
Advances in Computational Mathematics. 50 (2024) 4 - p. , 2024
Link:
https://doi.org/10.1007/..
?
4
Rank-Minimizing and Structured Model Inference:
Goyal, Pawan
;
Peherstorfer, Benjamin
;
Benner, Peter
SIAM Journal on Scientific Computing. 46 (2024) 3 - p. A1879-A1902 , 2024
Link:
https://doi.org/10.1137/..
?
5
Reduced Models with Nonlinear Approximations of Latent Dyna..:
, In:
Lecture Notes in Computational Science and Engineering; Reduction, Approximation, Machine Learning, Surrogates, Emulators and Simulators
,
Uy, Wayne Isaac Tan
;
Wentland, Christopher R.
;
Huang, Cheng
. - p. 241-259 , 2024
Link:
https://doi.org/10.1007/..
?
6
Neural Galerkin schemes with active learning for high-dimen..:
Bruna, Joan
;
Peherstorfer, Benjamin
;
Vanden-Eijnden, Eric
Journal of Computational Physics. 496 (2024) - p. 112588 , 2024
Link:
https://doi.org/10.1016/..
?
7
Energy-based model reduction of transport-dominated phenome..:
Schulze, Philipp
, 2023
Link:
https://nbn-resolving.de..
?
8
Operator inference with roll outs for learning reduced mode..:
Uy, Wayne Isaac Tan
;
Hartmann, Dirk
;
Peherstorfer, Benjamin
Computers & Mathematics with Applications. 145 (2023) - p. 224-239 , 2023
Link:
https://doi.org/10.1016/..
?
9
Physics-informed regularization and structure preservation ..:
Sawant, Nihar
;
Kramer, Boris
;
Peherstorfer, Benjamin
Computer Methods in Applied Mechanics and Engineering. 404 (2023) - p. 115836 , 2023
Link:
https://doi.org/10.1016/..
?
10
Multifidelity Robust Controller Design with Gradient Sampli..:
Werner, Steffen W. R.
;
Overton, Michael L.
;
Peherstorfer, Benjamin
SIAM Journal on Scientific Computing. 45 (2023) 2 - p. A933-A957 , 2023
Link:
https://doi.org/10.1137/..
?
11
Manifold Approximations via Transported Subspaces: Model Re..:
Rim, Donsub
;
Peherstorfer, Benjamin
;
Mandli, Kyle T.
SIAM Journal on Scientific Computing. 45 (2023) 1 - p. A170-A199 , 2023
Link:
https://doi.org/10.1137/..
?
12
Meta variance reduction for Monte Carlo estimation of energ..:
Law, Frederick
;
Cerfon, Antoine
;
Peherstorfer, Benjamin
.
Journal of Computational Physics. 495 (2023) - p. 112524 , 2023
Link:
https://doi.org/10.1016/..
?
13
On the Sample Complexity of Stabilizing Linear Dynamical Sy..:
Werner, Steffen W. R.
;
Peherstorfer, Benjamin
Foundations of Computational Mathematics. 24 (2023) 3 - p. 955-987 , 2023
Link:
https://doi.org/10.1007/..
?
14
Context-aware learning of hierarchies of low-fidelity model..:
Farcaș, Ionuț-Gabriel
;
Peherstorfer, Benjamin
;
Neckel, Tobias
..
Computer Methods in Applied Mechanics and Engineering. 406 (2023) - p. 115908 , 2023
Link:
https://doi.org/10.1016/..
?
15
Active Operator Inference for Learning Low-Dimensional Dyna..:
Uy, Wayne Isaac Tan
;
Wang, Yuepeng
;
Wen, Yuxiao
.
SIAM Journal on Scientific Computing. 45 (2023) 4 - p. A1462-A1490 , 2023
Link:
https://doi.org/10.1137/..
1-15