Sotabase

Career

· TT.-Prof. For Data-driven Methods For Partial Differential Equations, Karlsruhe Institute of Technology (KIT)2025–
· Independent Junior Research Group Leader, University of Stuttgart2020–2025
· Wissenschaftlicher Mitarbeiter, Technische Universität Berlin2014–2020

Publications (43)

Control of port-Hamiltonian differential-algebraic systems and applications
Acta Numerica · 2023
94
cited
Physics-informed Neural Networks-based Model Predictive Control for Multi-link Manipulators
IFAC-PapersOnLine · 2021
84
cited
Data-driven Structured Realization
arXiv.org · 2016
55
cited
Data-driven interpolation of dynamical systems with delay
Systems & control letters (Print) · 2016
45
cited
Projection-based model reduction with dynamically transformed modes
2019
43
cited
Kolmogorov n-widths for linear dynamical systems
Advances in Computational Mathematics · 2018
39
cited
Port-Hamiltonian formulations of poroelastic network models
Mathematical and Computer Modelling of Dynamical Systems · 2020
35
cited
Passivity preserving model reduction via spectral factorization
arXiv.org · 2021
30
cited
Certified machine learning: A posteriori error estimation for physics-informed neural networks
IEEE International Joint Conference on Neural Network · 2022
21
cited
Semi-explicit discretization schemes for weakly-coupled elliptic-parabolic problems
Mathematics of Computation · 2019
21
cited
Discontinuity propagation in delay differential-algebraic equations
2018
19
cited
Model reduction for linear systems with low-rank switching
SIAM Journal of Control and Optimization · 2018
19
cited
Efficient Wildland Fire Simulation via Nonlinear Model Order Reduction
Fluids · 2021
18
cited
Port-Hamiltonian Dynamic Mode Decomposition
SIAM Journal on Scientific Computing · 2022
17
cited
Delay regularity of differential-algebraic equations
IEEE Conference on Decision and Control · 2019
12
cited
Distributed simulation, 1989
1989
9
cited
Semi-explicit integration of second order for weakly coupled poroelasticity
BIT Numerical Mathematics · 2022
9
cited
Jade: a distributed software prototyping environment
OPSR · 1983
8
cited
Rigorous a Posteriori Error Bounds for PDE-Defined PINNs
IEEE Transactions on Neural Networks and Learning Systems · 2022
8
cited
The Pantelides algorithm for delay differential-algebraic equations
Transactions of Mathematics and Its Applications · 2019
8
cited
Sotabase
Benjamin Unger | Researcher Profile | Sotabase | Sotabase