Multi-fidelity Learning of Reduced Order Models for Parabolic PDE Constrained Optimization

Klein, Benedikt; Ohlberger, Mario (2026)

In: Advances in Computational Mathematics, 52(19), 1-36. doi:10.1007/s10444-026-10296-6

Forschungsartikel (Zeitschrift) | Peer reviewed | Veröffentlicht

A Trust Region RB-ML-ROM Approach for Parabolic PDE Constrained Optimization

Klein, Benedikt; Ohlberger, Mario (2025)

In: Körner, Andreas; Kugi, Andreas; Kemmetmüller, Wolfgang; Deutschmann-Olek, Andreas; Steinböck, Andreas; Hartl-Nesic, Christian; Jadachowski, Lukasz Piotr (Hrsg.), MATHMOD 2025 - Discussion Contribution Volume, 1-2. Wien:

Forschungsartikel in Sammelband (Konferenz) | Peer reviewed | Veröffentlicht

Adaptive Reduced Basis Trust Region Methods for Parabolic Inverse Problems

Kartmann, Michael; Klein, Benedikt; Ohlberger, Mario; Schuster, Thomas; Volkwein, Stefan (2025)

In: , -.

| Peer reviewed

Dynamic interplay of microtubule and actomyosin forces drive tissue extension

In: , -.

| Peer reviewed

Model order reduction of an ultraweak and optimally stable variational formulation for parametrized reactive transport problems

In: , -.

| Peer reviewed

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Multi-fidelity Learning of Reduced Order Models for Parabolic PDE Constrained Optimization Klein, Benedikt; Ohlberger, Mario (2026) In: Advances in Computational Mathematics, 52(19), 1-36. doi:10.1007/s10444-026-10296-6 Forschungsartikel (Zeitschrift) \| Peer reviewed \| Veröffentlicht
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. Forschungsartikel in Online-Sammlung \| Preprint \| eingereicht / in Begutachtung
A Trust Region RB-ML-ROM Approach for Parabolic PDE Constrained Optimization Klein, Benedikt; Ohlberger, Mario (2025) In: Körner, Andreas; Kugi, Andreas; Kemmetmüller, Wolfgang; Deutschmann-Olek, Andreas; Steinböck, Andreas; Hartl-Nesic, Christian; Jadachowski, Lukasz Piotr (Hrsg.), MATHMOD 2025 - Discussion Contribution Volume, 1-2. Wien: Forschungsartikel in Sammelband (Konferenz) \| Peer reviewed \| Veröffentlicht
Improving Interoperability in Scientific Computing via MaRDI Open Interfaces Kabanov, Dmitry I.; Rave, Stephan; Ohlberger, Mario (2025) In: Journal of Open Research Software, 13(1), 29. doi:10.5334/jors.569 Forschungsartikel (Zeitschrift) \| Peer reviewed \| Veröffentlicht
Adaptive Reduced Basis Trust Region Methods for Parabolic Inverse Problems Kartmann, Michael; Klein, Benedikt; Ohlberger, Mario; Schuster, Thomas; Volkwein, Stefan (2025) In: , -. \| Peer reviewed
Adaptive Model Hierarchies for Multi-Query Scenarios In: (Hrsg.), , -. \| Peer reviewed
Dynamic interplay of microtubule and actomyosin forces drive tissue extension In: , -. \| Peer reviewed
Adaptive Reduced Basis Trust Region Methods for Parameter Identification Problems In: , -. \| Peer reviewed
Model order reduction of an ultraweak and optimally stable variational formulation for parametrized reactive transport problems In: , -. \| Peer reviewed