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09/14/2023
Adaptive Reduced Basis Trust Region Methods for Parameter Identification Problems
In this contribution, we are concerned with model order reduction in the...
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07/24/2023
Adaptive Parameter Optimization For An Elliptic-Parabolic System Using The Reduced-Basis Method With Hierarchical A-Posteriori Error Analysis
In this paper the authors study a non-linear elliptic-parabolic system, ...
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12/28/2022
An adaptive certified space-time reduced basis method for nonsmooth parabolic partial differential equations
In this paper, a nonsmooth semilinear parabolic partial differential equ...
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01/19/2022
A trust region reduced basis Pascoletti-Serafini algorithm for multi-objective PDE-constrained parameter optimization
In the present paper non-convex multi-objective parameter optimization p...
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06/22/2021
Data-Driven Modeling and Control of Complex Dynamical Systems Arising in Renal Anemia Therapy
This project is based on a mathematical model of erythropoiesis for anem...
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12/21/2020
An adaptive projected Newton non-conforming dual approach for trust-region reduced basis approximation of PDE-constrained parameter optimization
In this contribution we device and analyze improved variants of the non-...
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06/16/2020
A non-conforming dual approach for adaptive Trust-Region Reduced Basis approximation of PDE-constrained optimization
In this contribution we propose and rigorously analyze new variants of a...
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06/12/2019