81 citations
- Max Planck SocietyDE17 papers
- Otto-von-Guericke-Universität MagdeburgDE6 papers
- Rice UniversityUS3 papers
- University of KlagenfurtAT3 papers
- Brandenburg University of Technology Cottbus-SenftenbergDE2 papers
- Technische Universität IlmenauDE2 papers
- Virginia TechUS2 papers
- AlbaNovaSE1 paper
- Baylor College of MedicineUS1 paper
- Chalmers University of TechnologySE1 paper
- Chemnitz University of TechnologyDE1 paper
- Courant Institute of Mathematical SciencesUS1 paper
8 papers · 1 filter
Consistent Projection of Langevin Dynamics: Preserving Thermodynamics and Kinetics in Coarse-Grained Models
Vahid Nateghi, Lara Neureither, Selma Moqvist +3
Coarse graining (CG) is an important task for efficient modeling and simulation of complex multi-scale systems, such as the conformational dynamics of biomolecules. This work prese…
Data-driven balanced truncation for linear systems with quadratic outputs
Reetish Padhi, Ion Victor Gosea, Igor Pontes Duff +1
We develop the framework for a non-intrusive, quadrature-based method for approximate balanced truncation (QuadBT) of linear systems with quadratic outputs, thus extending the appl…
Superstructure Optimization with Embedded Neural Networks for Sustainable Aviation Fuel Production
Alexander Klimek, Christoph Plate, Sebastian Sager +2
This study presents a multi-objective optimization framework for sustainable aviation fuel (SAF) production, integrating artificial neural networks (ANNs) within a mixed-integer qu…
A Model-Free Extremum Seeking Controller with Application to Tracking a Nonlinear Chemical Reaction
Alexander Zuyev, Victoria Grushkovska
In this paper, we develop the extremum-seeking approach to generate admissible trajectories in a neighborhood of a given reference curve in the state space. The cost function of th…
Frequency-Domain Analysis of the Euler-Bernoulli and Timoshenko Beams with Attached Masses
Alexander Zuyev, Julia Kalosha
This work focuses on the frequency-domain modeling of a control system with a flexible beam and a rigid body. A simply supported beam is equipped with a spring-loaded control actua…
Second-order AAA algorithms for structured data-driven modeling
Michael S. Ackermann, Ion Victor Gosea, Serkan Gugercin +1
The data-driven modeling of dynamical systems has become an essential tool for the construction of accurate computational models from real-world data. In this process, the inherent…