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A certified and adaptive RB-ML-ROM surrogate approach for parametrized PDEs
Basic data for this talk
Type of talk:
scientific Talk
Name der Vortragenden:
Kleikamp, Hendrik
Date of talk:
21/07/2022
Talk language:
English
URL of slides:
https://www.uni-muenster.de/AMM/num/ohlberger/kleikamp/talks/ymmor2022.pdf
Information about the event
Name of the event:
YMMOR - Young Mathematicians in Model Order Reduction
Event period:
18/07/2022
-
22/07/2022
Event location:
Münster
Event website:
https://www.uni-muenster.de/MathematicsMuenster/events/2022/YMCN-model-order-reduction.shtml
Abstract
Keywords:
parametrized partial differential equations; reduced order models; machine learning; kernel methods; neural networks; error estimation and control; PDE-constrained optimization; Monte Carlo estimation
Speakers from the University of Münster
Kleikamp
,
Hendrik
Professorship of Applied Mathematics, especially Numerics (Prof. Ohlberger)
Publications referred to in the talk
A new certified hierarchical and adaptive RB-ML-ROM surrogate model for parametrized PDEs
Haasdonk B, Kleikamp H, Ohlberger M, Schindler F, Wenzel T
(2023)
In:
SIAM Journal on Scientific Computing
, 45
(3)
,
A1039
-
1065
.
doi:10.1137/22M1493318
Research article (journal)
| Peer reviewed
| Published