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

Research article (journal) | Peer reviewed | Published

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 (eds.), MATHMOD 2025 - Discussion Contribution Volume, 1-2. Wien: .

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

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

In:

| Preprint

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

In: , -.

| Peer reviewed

Adaptive Reduced Basis Trust Region Methods for Parameter Identification 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 Research article (journal) \| Peer reviewed \| Published
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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 (eds.), MATHMOD 2025 - Discussion Contribution Volume, 1-2. Wien: . Research article in edited proceedings (conference) \| Peer reviewed \| Published
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Sectional Kolmogorov N-widths for parameter-dependent function spaces: A general framework with application to parametrized Friedrichs' systems In: \| Preprint
Adaptive Reduced Basis Trust Region Methods for Parabolic Inverse Problems 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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