Sectional Kolmogorov N-widths for parameter-dependent function spaces: A general framework with application to parametrized Friedrichs' systems

Engwer, Christian; Ohlberger, Mario; Renelt, Lukas (2025)

In: arXiv:2507.00678.

Research article in digital collection | Preprint | submitted / under review

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

An adaptive model hierarchy for data-augmented training of kernel models for reactive flow

Haasdonk B, Ohlberger M, Schindler F (2022)

In: Breitenecker, Felix; Kemmetmüller, Wolfgang; Körner, Andreas; Kugi, Andreas; Troch, Inge (eds.), MATHMOD 2022 Discussion Contribution Volume, 67-68. Vienna: .

Research article in edited proceedings (conference) | Peer reviewed | Published

Model Reduction for Large Scale Systems

In: (eds.), , -.

| Peer reviewed

A new entropy-variable-based discretization method for minimum entropy moment approximations of linear kinetic equations

In: .

| Peer reviewed

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Sectional Kolmogorov N-widths for parameter-dependent function spaces: A general framework with application to parametrized Friedrichs' systems Engwer, Christian; Ohlberger, Mario; Renelt, Lukas (2025) In: arXiv:2507.00678. Research article in digital collection \| Preprint \| submitted / under review
Dynamic interplay of microtubule and actomyosin forces drive tissue extension Singh A; Thale S; Leibner T; Lamparter L; Ricker A; Nüsse H; Klingauf J; Galic M; Ohlberger M; Matis M (2024) In: Nature Communications, 15(1), 3198-3198. doi:10.1038/s41467-024-47596-8 Research article (journal) \| Peer reviewed \| Published
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
Nonlinear Model Order Reduction using Diffeomorphic Transformations of a Space-Time Domain Kleikamp Hendrik, Ohlberger Mario, Rave Stephan (2022) In: Breitenecker, Felix; Kemmetmüller, Wolfgang; Körner, Andreas; Kugi, Andreas; Troch, Inge (eds.), MATHMOD 2022 - Discussion Contribution Volume, 57-58. Wien: . Research article in edited proceedings (conference) \| Peer reviewed \| Published
An adaptive model hierarchy for data-augmented training of kernel models for reactive flow Haasdonk B, Ohlberger M, Schindler F (2022) In: Breitenecker, Felix; Kemmetmüller, Wolfgang; Körner, Andreas; Kugi, Andreas; Troch, Inge (eds.), MATHMOD 2022 Discussion Contribution Volume, 67-68. Vienna: . Research article in edited proceedings (conference) \| Peer reviewed \| Published
On the Performance of Machine Learning Methods for Breakthrough Curve Prediction In: .
Model Reduction for Large Scale Systems In: (eds.), , -. \| Peer reviewed
An adaptive projected Newton non-conforming dual approach for trust-region reduced basis approximation of PDE-constrained parameter optimization In: , -. \| Peer reviewed
A new entropy-variable-based discretization method for minimum entropy moment approximations of linear kinetic equations In: . \| Peer reviewed
A non-conforming dual approach for adaptive Trust-Region Reduced Basis approximation of PDE-constrained optimization In: . \| Peer reviewed