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
- Herbert de Gersem, K.U. Leuven, Belgium
- Jan ter Maten, TU Eindhoven and NXP, the Netherlands
Publications
- 5555
5753.
Song, Yongcun; Wang, Ziqi; Zuazua, Enrique
Approximate and Weighted Data Reconstruction Attack in Federated Learning
IEEE Transactions on Big Data
5555- 2026
5752.
Arora, Sahiba; Mui, Jonathan
Smoothing of operator semigroups under relatively bounded perturbations
Journal of Mathematical Analysis and Applications
November 20265751.
Storch, Sonja; Wienen, David; Lennarz, Regina; Lauwigi, Tobias; Gries, Thomas; Meisner, Jan; Göstl, Robert
A Thermally Stable and Processable [4 + 2] Photodimer of π-Extended Anthracene as an Optical Force Probe for Damage Detection in Thermoplastics
Journal of the American Chemical Society, 148 (38) :40696–40703
September 2026
ISSN: 0002-78635750.
Keyvani, Majid Barzegar; Fu, Zongwen; Göstl, Robert; Shokri, Hamed; Putignano, Carmine; Percoco, Gianluca; Gökce, Bilal
Additive Manufacturing of Alumina-Reinforced Elastomers
Advanced Engineering Materials, 28 (18) :e71082
September 2026
ISSN: 1527-26485749.
Chang, Xingmao; Schlittenhardt, Sören; Zolg, Julia; Herm, Maximilian; He, Siyang; Wakchaure, Vivek Chandrakant; Abdullin, Dinar; Göstl, Robert; Guldi, Dirk M.; Kuehne, Alexander J. C.; Richert, Sabine; Delius, Max
Bistabiles Schalten der π-Konjugation in einem Dithienylethen-verbrückten lumineszierenden Trityl-Diradicaloid
Angewandte Chemie, 138 :e5705848
September 2026
ISSN: 1521-37575748.
Chang, Xingmao; Schlittenhardt, Sören; Zolg, Julia; Herm, Maximilian; He, Siyang; Wakchaure, Vivek Chandrakant; Abdullin, Dinar; Göstl, Robert; Guldi, Dirk M.; Kuehne, Alexander J. C.; Richert, Sabine; Delius, Max
Bistable Switching of π-Conjugation in a Dithienylethene-Bridged Luminescent Trityl Diradicaloid
Angewandte Chemie International Edition, 65 :e5705848
September 2026
ISSN: 1521-37735747.
Schumann, Ronja; Bock, Andreas; Majer, Felix; Baumann, Michael; Olney-Fraser, Michael; Kazak, Lev; Jelezko, Fedor; Kuehne, Alexander J. C.; Göstl, Robert
Mechanochemical Activation of a Bridged-Exciplex Optical Force Probe
Advanced Science, 13 :e77144
August 2026
ISSN: 2198-38445746.
Storch, Sonja; Göstl, Robert
Can polymer mechanochemistry stop a bullet?
Chem, 12 (8) :103191
August 2026
ISSN: 2451-92945745.
Göstl, Robert; Wong, Wai-Yeung; Zhang, Xinxing
Mechanoluminescence: emerging trends and future perspectives
Journal of Materials Chemistry C, 14 (29) :12879–12881
Juli 2026
ISSN: 2050-75265744.
[German] Meuter, Nico; Bohrmann-Linde, Claudia
Thermodynamische Betrachtungen des Entropieversuchs mit Citronensäure und Natriumcarbonat-Decahydrat
CHEMKON
Juli 20265743.
Gao, Xiang; Chakraborty, Gurudas; Urhahne, Felix Joel; Lantzius-Beninga, Marcus; Lennarz, Regina; Fan, Jilin; Stappert, Kara; Meisner, Jan; Göstl, Robert; Herrmann, Andreas
The mechanochemical activation of a pyrimidine dimer
Chemical Science, 17 (21) :10589-10599
Juni 2026
ISSN: 2041-65395742.
Glück, Jochen; Mui, Jonathan
Non-positivity of the heat equation with non-local Robin boundary conditions
Journal of Differential Equations
Juni 20265741.
Pollmeier, Pascal; Ponath, Jonas; Bohrmann-Linde, Claudia; Rubner, Isabel; Sommer, Katrin; Fechner, Sabine
Digital und praxisnah: Was Chemielehrkräfte sich von (digitalisierungsbezogenen) Fortbildungen wünschen
CHEMKON
April 20265740.
Xu, Zhuo
Input-to-state type Stability for Simplified Fluid-Particle Interaction System
IMA Journal of Mathematical Control and Information, 43 (3)
März 20265739.
Kiesling, Elisabeth; Grandrath, Rebecca; Bohrmann-Linde, Claudia
Von der Querschnittsaufgabe BNE zur Unterrichtsplanung: Ein Umsetzungsbeispiel zum Thema Fette für den Chemieunterricht der Sekundarstufe II
MNU-Journal, 02/2026 :141-146
März 20265738.
Kunze, Markus; Mui, Jonathan; Ploss, David
Elliptic operators with non-local Wentzell-Robin boundary conditions
Journal of Spectral Theory
Februar 20265737.
Barmin, Roman A.; Moosavifar, MirJavad; Rama, Elena; Blöck, Julia; Rix, Anne; Petrovskii, Vladislav S.; Gumerov, Rustam A.; Köhler, Jens; Pohl, Michael; Bastard, Céline; Rütten, Stephan; Charlton, Laura; Khiêm, Vu Ngoc; Domenici, Fabio; Lisson, Thomas; Savina, Ekaterina; Zhang, Rui; Baier, Jasmin; Koletnik, Susanne; Koutsos, Vasileios; Itskov, Mikhail; Paradossi, Gaio; Schmitz, Georg; Vermonden, Tina; De Laporte, Laura; Göstl, Robert; Herrmann, Andreas; Potemkin, Igor I.; Kiessling, Fabian; Lammers, Twan; Pallares, Roger M.
Microbubble Shell Stiffness Engineering Enhances Ultrasound Imaging, Drug Delivery, and Sonoporation
Advanced Materials, 38 (6) :e07655
Januar 2026
ISSN: 1521-40955736.
Tapera, Michael; Savvidis, Athanasios; Meysing, Cedric; Gómez-Suárez, Adrián; Kirsch, S. F.
Oxidative Cleavage of β-Substituted Primary Alcohols in Flow
Organic Letters
Januar 2026
Herausgeber: ACS
ISSN: 1523-70525735.
Tapera, Michael; Savvidis, Athanasios; Meysing, Cedric; Gómez-Suárez, Adrián; Kirsch, S. F.
Oxidative Cleavage of β-Substituted Primary Alcohols in Flow
Organic Letters
Januar 2026
Herausgeber: ACS
ISSN: 1523-70525734.
Maity, Sayan; Vinod, Vivin; Zaspel, Peter; Kleinekathöfer, Ulrich
∆-Machine Learning for LC-DFT-level Excitation Energies of Bacteriochlorophyll Molecules in a LH2 Complex
ChemRxiv preprint
20265733.
Krieger, Emil; Schweitzer, Marcel
A general framework for Krylov ODE residuals with applications to randomized Krylov methods
accepted for publication in Electron. Trans. Numer. Anal.
20265732.
Prinz, Kathrin; Nemesch, Levin; Ruzika, Stefan
A High-Performance Parallel Algorithm for Multi-Objective Integer Optimization
20265731.
Ocqueteau, Vicente
Analysis of a Model for a Floating Platform Coupled with a Flexible Beam
20265730.
Abel, Ulrich; Acu, Ana Maria; Heilmann, Margareta; Raşa, Ioan
Asymptotic expansions for generalized Bernstein-Durrmeyer and genuine Bernstein-Durrmeyer operators
Complex Anal. Oper. Theory, 20
20265729.
Abel, Ulrich; Acu, Ana Maria; Heilmann, Margareta; Raşa, Ioan
Asymptotic properties for a general class of Szász-Mirakjan-Durrmeyer operators
Mathematical Methods in the Applied Sciences :734–743
2026