Applied and Computational Mathematics (ACM)

Multirate

Highly integrated electric cicuits show a phenomenon called latency. That is, a processed signal causes activity only in a small subset of the whole circuit (imagine a central processing unit), whereas the other part of the system behaves almost constant over some time - is latent. Such an electric system can be described as coupled system, where the waveforms show different time scales, also refered to as multirate.

More generally, any coupled problem formulation due to coupled physical effects, may cause a multirate problem: image the simulation of car driving on the road, there you need a model for the wheel, the chassis, the dampers, the road,... (cf. co-simulation). Again each system is covered by their own time constant, which might vary over several orders of magnitude comparing different subsystems.

Classical methods cannot exploit this multirate potential, but resolve everything on the finest scale. This causes an over sampling of the latent components. In constrast, Co-simulation or especially dedicated multirate methods are designed to use the inherent step size to resolve the time-domain behaviour of each subystem with the required accuracy. This requires a time-stepping for each.

Group members working in that field

  • Andreas Bartel
  • Michael Günther

Former and ongoing Projects

Cooperations

Publications



2025

5512.

Zeller, Diana; Bohrmann-Linde, Claudia
„Hallo, ich bin Fritz Haber – oder?“ Material zur Förderung der KI-Kompetenz im Chemieunterricht
Chemie & Schule, 40/4 :24-28
2025

5511.

Lopes, Gonçalo; Klamroth, Kathrin; Paquete, Luís
A greedy hypervolume polychotomic scheme for multiobjective combinatorial optimization
Computers & Operations Research, 183 :107140
2025
ISSN: 0305-0548

5510.

Abel, Ulrich; Acu, Ana Maria; Heilmann, Margareta; Raşa, Ioan
A representation for the integral kernel of the composition of multivariate Bernstein-Durrmeyer operators
2025

5509.

Clevenhaus, A.; Totzeck, C.; Ehrhardt, M.
A Space Mapping approach for the calibration of financial models with the application to the Heston model
2025

5508.

Gaul, Daniela; Klamroth, Kathrin; Pfeiffer, Christian; Stiglmayr, Michael; Schulz, Arne
A Tight Formulation for the Dial-a-Ride Problem
European Journal of Operational Research, 321 (2) :363-382
2025
ISSN: 0377-2217

5507.

Bauß, Julius; Stiglmayr, Michael
Adapting Branching and Queuing for Multi-objective Branch and Bound
In Voigt, G., Fliedner, M., Haase, K., Brüggemann, W., Hoberg, K., Meissner, J., Editor, Operations Research Proceedings 2023. OR 2023. Lecture Notes in Operations Research
In Voigt, G., Fliedner, M., Haase, K., Brüggemann, W., Hoberg, K., Meissner, J., Editor
Herausgeber: Springer, Cham
2025

5506.

Könen, David; Stiglmayr, Michael
An output-polynomial time algorithm to determine all supported efficient solutions for multi-objective integer network flow problems
Discrete Applied Mathematics, 376 :1-14
2025
Herausgeber: Elsevier BV
ISSN: 0166-218X

5505.

Frommer, Andreas; Rinelli, Michele; Schweitzer, Marcel
Analysis of stochastic probing methods for estimating the trace of functions of sparse symmetric matrices
Math. Comp., 94 :801-823
2025

5504.

Hoffe, Leon; Ulutas, Berna; Klamroth, Kathrin; Bracke, Stefan
Assessing the effectiveness and efficiency of selected solution approaches for two-dimensional stock cutting problems (Part III): Hybrid Approach For Printed Circuit Boards
AUTOMATION 2025: Conference on Automation — Innovations and Future Perspectives
2025

5503.

Schmitz, Denise
Auswirkungen von Fortbildungen zur informatischen Bildung auf den Berufsalltag von Lehrkräften
NakoDI -Nachwuchskonferenz der Didaktik der Informatik
Morschach, Schweiz
2022
2025

5502.

Hilbig, André
Barrieren im Informatikunterricht identifizieren und auflösen
NakoDI -Nachwuchskonferenz der Didaktik der Informatik
Morschach, Schweiz
2022
Gesellschaft für Informatik
2025

5501.

Vinod, Vivin; Zaspel, Peter
Benchmarking data efficiency in Δ-ML and multifidelity models for quantum chemistry
The Journal of Chemical Physics, 163 (2) :024134
2025
ISSN: 0021-9606

5500.

Hellmig, Lutz; Burk, Steffen; Hennecke, Martin; Herper, Henry; Hilbig, André; Michaeli, Tilman; Mittag, Alexander; Pasternak, Arno; Puhlmann, Hermann; Röhner, Gerhard; Rücker, Michael; Schmalfeldt, Thomas; Spalteholz, Wolf; Stechert, Peer
Bildungsstandards Informatik für die Sekundarstufe I – Empfehlungen der Gesellschaft für Informatik
Herausgeber: Gesellschaft für Informatik e.V.
2025

5499.

Kiesling, Elisabeth; Bohrmann-Linde, Claudia
Carbon Capture and Storage - Nachweis von adsorbiertem Kohlenstoffdioxid
Naturwissenschaften im Unterricht Chemie, 1/25 :Versuchskarteikarte
2025

5498.

Clément, François; Doerr, Carola; Klamroth, Kathrin; Paquete, Luís
Constructing Optimal Star Discrepancy Sets
accepted in Proceedings of the AMS
2025

5497.

Diaz, Ignacio; Gorrec, Yann Le; Wu, Yongxin
Control Oriented Modular Modelling of a Floating Wind Turbine: The Port-Hamiltonian Approach
IFAC-PapersOnLine, 59 (8) :125-130
2025

5496.

Schaller, Manuel; Schmitz, Merlin; Jacob, Birgit; Farkas, Bálint
Dissipativity-based time domain decomposition for optimal control of hyperbolic {PDE}s
2025

5495.

Lachetta, Michael; Schmitz, Denise; Morawski, Michael; Humbert, Ludger; Kuckuck, Miriam
Einschätzungen von Grundschullehrkräften zur Relevanz von informatischer Bildung in der Grundschule
Seite 93-109
Herausgeber: Verlag Julius Klinkhardt, Bad Heilbrunn
2025
93-109

5494.

Holzenkamp, Matthias; Lyu, Dongyu; Kleinekathöfer, Ulrich; Zaspel, Peter
Evaluation of uncertainty estimations for Gaussian process regression based machine learning interatomic potentials.
Machine Learning: Science and Technology
2025

5493.

Lyu, Dongyu; Vinod, Vivin; Holzenkamp, Matthias; Holtkamp, Yannick M.; Maity, Sayan; Salazar, Carlos R.; Kleinekathöfer, Ulrich; Zaspel, Peter
Excitation Energy Transfer between Porphyrin Dyes on a Clay Surface: A study employing Multifidelity Machine Learning.
Adv. Theory Simul., 8 (11) :e00271
2025

5492.

Song, Yongcun; Wang, Ziqi; Zuazua, Enrique
FedADMM-InSa: An Inexact and Self-Adaptive ADMM for Federated Learning
Neural Network, 181
Januar 2025

5491.

Kienitz, J; Moodliyar, L
Gaussian views explained
Wilmott, 2025 (135) :72–77
2025
Herausgeber: Wilmott Magazine

5490.

Xu, Zhuo; Tucsnak, Marius
Global Exponential Stabilization for a Simplified Fluid-Particle Interaction System
Januar 2025

5489.

Bartel, Andreas; Schaller, Manuel
Goal-oriented time adaptivity for port-Hamiltonian systems
Journal of Computational and Applied Mathematics, 461 :116450
2025
ISSN: 0377-0427

5488.

Schmitz, Denise
Grundschullehrkräfte zwischen informatischer Bildung und Medienbildung
In Jan Grey, Denise Schmitz, Inga Gryl, Alexander Best, Miriam Kuckuck, Ludger Humbert, Editor
Seite 41-50
Herausgeber: Verlag Julius Klinkhardt, Bad Heilbrunn
2025
41-50