E-LIB Suche - Ergebnisse für: Peherstorfer, Benjamin

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/..