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
- 2024
- 5343.Song, Yongcun; Wang, Ziqi; Zuazua, Enrique
 Approximate and Weighted Data Reconstruction Attack in Federated Learning
 08 2024
- 5342.Fan, Jilin; Zhang, Kuan; Xuan, Mingjun; Gao, Xiang; Vinokur, Rostislav; Göstl, Robert; Zheng, Lifei; Herrmann, Andreas
 High-Intensity Focused Ultrasound-Induced Disulfide Mechanophore Activation in Polymeric Nanostructures for Molecule Release
 CCS Chemistry, 6 (8) :1895-1907
 August 2024
- 5341.
 A Formal Synthesis of (+)-Hannokinol Using a Chiral Horner–Wittig Reagent
 Molecules, 29 :3710
 Juli 2024
 Herausgeber: MDPI
 ISSN: 1420-3049
- 5340.Alcalde, Albert; Fantuzzi, Giovanni; Zuazua, Enrique
 Clustering in pure-attention hardmax transformers and its role in sentiment analysis
 06 2024
- 5339.
 Synthesis of the monomeric counterpart of Marinomycin A and B
 Organic & Biomolecular Chemistry, 2024
 Juni 2024
 Herausgeber: RSC
- 5338.Aydonat, Simay; Hergesell, Adrian H.; Seitzinger, Claire L.; Lennarz, Regina; Chang, George; Sievers, Carsten; Meisner, Jan; Vollmer, Ina; Göstl, Robert
 Leveraging mechanochemistry for sustainable polymer degradation
 Polymer Journal, 56 (4) :249-268
 April 2024
 ISSN: 1349-0540
- 5337.Glück, Jochen; Mui, Jonathan
 Non-positivity of the heat equation with non-local Robin boundary conditions
 04 2024
- 5336.[german] Tausch, Michael W.
 Curriculare Innovation - Ein Imperativ für den Chemieunterricht
 Band Chemie professionell unterrichten
 Herausgeber: T. Palenta
 Februar 2024- ISBN: 9783758478413 
- 5335.Rath, Wolfgang H.; Göstl, Robert; Herrmann, Andreas
 Mechanochemical Activation of DNAzyme by Ultrasound
 Advanced Science, 11 (8) :2306236
 Februar 2024
 ISSN: 2198-3844
- 5334.
 Formal synthesis of bastimolide A using a chiral Horner-Wittig reagent and a bifunctional aldehyde as key building blocks
 Tetrahedron Chem, 9
 Februar 2024
 Herausgeber: Elsevier
 ISSN: 2666-951X
- 5333.
 Oxidation of Alcohols in Continuous Flow with a SolidPhase Hypervalent Iodine Catalyst
 Chemistry - A European Journal, 2024 :e202304011
 Februar 2024
 Herausgeber: Wiley
 ISSN: 0947-6539
- 5332.[german] Tausch, Michael W.; Schneidewind, Jacob
 Mit Licht zu grünem Wasserstoff
 Chemie in unserer Zeit, 58 (1)
 Februar 2024
- 5331.Izak-Nau, Emilia; Niggemann, Louisa P.; Göstl, Robert
 Brownian Relaxation Shakes and Breaks Magnetic Iron Oxide-Polymer Nanocomposites to Release Cargo
 Small, 20 (4) :2304527
 Januar 2024
 ISSN: 1613-6829
- 5330.[english] Wiebel, Michelle; Bensberg, Kathrin; Wende, Luca; Grandrath, Rebecca; Plitzko, Kathrin; Bohrmann-Linde, Claudia; Schebb, Nils Helge
 Efficient and simple extraction protocol for triterpenic acids from apples
 Journal of Chemical Education
 April 2024
 Herausgeber: American Chemical Society and Division of Chemical Education, Inc.
- 5329.Krhac, Kaja; Maschke, Bernhard; van der Schaft, Arjan
 Port-Hamiltonian systems with energy and power ports
 IFAC-PapersOnLine, 58(6) :280-285
 Mai 2024
- 5328.Kapllani, Lorenc; Teng, Long
 {A backward differential deep learning-based algorithm for solving high-dimensional nonlinear backward stochastic differential equations}
 2024
- 5327.Ehrhardt, Matthias; Kozitskiy, Sergey B
 A generalization of the split-step Padé method to the case of coupled acoustic modes equation in a 3D waveguide
 Journal of Sound and Vibration :118304
 2024
 Herausgeber: Elsevier
- 5326.Petrov, Pavel S.; Ehrhardt, Matthias; Kozitskiy, Sergey B.
 A generalization of the split-step Padé method to the case of coupled acoustic modes equation in a 3D waveguide
 Journal of Sound and Vibration, 577 :118304
 2024
 Herausgeber: Academic Press
- 5325.Petrov, Pavel S.; Ehrhardt, Matthias; Kozitskiy, Sergey B.
 A generalization of the split-step Padé method to the case of coupled acoustic modes equation in a 3D waveguide
 Journal of Sound and Vibration, 577 :118304
 2024
 Herausgeber: Academic Press
- 5324.Clevenhaus, Anna; Totzeck, Claudia; Ehrhardt, Matthias
 A gradient-based calibration method for the Heston model
 International Journal of Computer Mathematics, 101 (9-10) :1094–1112
 2024
 Herausgeber: Taylor & Francis
- 5323.Clevenhaus, Anna; Totzeck, Claudia; Ehrhardt, Matthias
 A gradient-based calibration method for the Heston model
 International Journal of Computer Mathematics, 101 (9-10) :1094–1112
 2024
 Herausgeber: Taylor & Francis
- 5322.Clevenhaus, Anna; Totzeck, Claudia; Ehrhardt, Matthias
 A gradient-based calibration method for the Heston model
 International Journal of Computer Mathematics
 2024
- 5321.Schäfers, Kevin; Peardon, Michael; Günther, Michael
 A modified Cayley transform for SU (3)
 Preprint
 2024
- 5320.Schäfers, Kevin; Peardon, Michael; Günther, Michael
 A modified Cayley transform for SU (3)
 Preprint
 2024
- 5319.Schaefers, Kevin; Peardon, Michael
 A modified Cayley transform for SU(3)
 2024