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20162022
most citedData-driven Structured Realization

51 citations · 204 across the 20 of their papers we have counts for

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6 papers · 1 filter

math.NA2022★ 1 cited

Semi-explicit integration of second order for weakly coupled poroelasticity

R. Altmann, R. Maier, B. Unger

We introduce a semi-explicit time-stepping scheme of second order for linear poroelasticity satisfying a weak coupling condition. Here, semi-explicit means that the system, which n…

math.NA2021

Identification of linear time-invariant systems with Dynamic Mode Decomposition

Jan Heiland, Benjamin Unger

Dynamic mode decomposition (DMD) is a popular data-driven framework to extract linear dynamics from complex high-dimensional systems. In this work, we study the system identificati…

math.NA2021★ 16 cited

Efficient Wildland Fire Simulation via Nonlinear Model Order Reduction

Felix Black, Philipp Schulze, Benjamin Unger

We propose a new hyper-reduction method for a recently introduced nonlinear model reduction framework based on dynamically transformed basis functions and especially well-suited fo…

math.NA2021

Parametric model reduction via rational interpolation along parameters

Ion Victor Gosea, Serkan Gugercin, Benjamin Unger

We present a novel projection-based model reduction framework for parametric linear time-invariant systems that allows interpolating the transfer function at a given frequency poin…

math.NA2019★ 42 cited

Projection-Based Model Reduction with Dynamically Transformed Modes

Felix Black, Philipp Schulze, Benjamin Unger

We propose a new model reduction framework for problems that exhibit transport phenomena. As in the moving finite element method (MFEM), our method employs time-dependent transform…

math.NA2019

Semi-explicit discretization schemes for weakly-coupled elliptic-parabolic problems

Robert Altmann, Roland Maier, Benjamin Unger

We prove first-order convergence of the semi-explicit Euler scheme combined with a finite element discretization in space for elliptic-parabolic problems which are weakly coupled.…