SimTech Awards

Raphael Leiteritz and Timothy Praditia

PDF: An extensive benchmark for scientific machine learning

Takamoto, M., Praditia, T., Leiteritz, R., MacKinlay, D., Alesiani, F., Pflüger, D., & Niepert, M. (2022). PDEBench: An extensive benchmark for scientific machine learning. Advances in Neural Information Processing Systems, 35, 1596-1611. (Proceedings of the 36th Conference on Neural Information Processing Systems (NeurIPS 2022)).

Code: An extensive benchmark for scientific machine learning

Takamoto, Makoto; Praditia, Timothy; Leiteritz, Raphael; MacKinlay, Dan; Alesiani, Francesco; Pflüger, Dirk; Niepert, Mathias, 2022, "PDEBench Datasets", https://doi.org/10.18419/darus-2986, DaRUS, V3

Viviane Klingel, IST

Model-based robustness and bistability analysis for methylation-based, epigenetic memory systems

V. Klingel, T. Ullrich, S. Weirich, A. Jeltsch, N. Radde

In: he FEBS Journal, 288(19), 5692–5707. 2021

Samuel Tovey, ICP

DFT Accurate Interatomic Potential for Molten NaCl from Machine Learning

S. Tovey, A. N. Krishnamoorthy, G. Sivaraman, J. Guo, C. Benmore, A. Heuer, C. Holm

In: The Journal of Physical Chemistry C 124(47)(25760-25768), 2020.

Beatrix Becker, IWS

An Adaptive Multiphysics Model Coupling Vertical Equilibrium and Full Multidimensions for Multiphase Flow on Porous Media

B. Becker, B. Guo, K. Bandilla, M. Celia, B. Flemisch, R. Helmig

In: 2018 Water Resources Research

Christoph Dibak, IPVS
Andreas Schmidt, IANS

Server-assisted interactive mobile simulations for pervasive applications

C. Dibak, A. Schmidt, F. Dürr, B. Haasdonk and K. Rothermel

In: 2017 IEEE International Conference on Pervasive Computing and Communications (PerCom)

Christian Kleinbach, ITM

Incorporating Muscle Activation Dynamics into the Global Human Body Model.

Feller, L.; Kleinbach, C.; Fehr, J.; Schmitt, S.

In: Proceedings of IRCOBI Conference, September 14 – 18. 2016.

Tille Karoline Rupp, INSPO

A forward dynamics simulation of human lumbar spine flexion predicting the load sharing of intervertebral discs, ligaments, and muscles

T.K. Rupp, W. Ehlers, N. Karajan, M. Günther, S. Schmitt; Institut für Mechanik (Bauwesen) Institut für Sport- und Bewegungswissenschaft

In: Biomechanics and Modeling in Mechanobiology (2015) - DOI:10.1007/s10237-015-0656-2

Claus Braun, ITI
Alexander Schöll, ITI
Daniel Wirtz, MIB

Adaptive Parallel Simulation of a Two-Timescale Model for Apoptotic Receptor-Clustering on GPUs

A. Schöll, C. Braun, M. Daub, G. Schneider, H.-J. Wunderlich; Institut für Technische Informatik Institut für Analysis, Dynamik und Modellierung

In: 2014 IEEE International Conference on Bioinformatics and Biomedicine (BIBM) (2014) - DOI:10.1109/BIBM.2014.6999195

David Molnar, IMWF
Rudolf Weeber, ICP

Molecular Dynamics virtual testing of thermally aged Fe–Cu microstructures obtained from multiscale simulations

David Molnar, Peter Binkele, Alejandro Mora, Rajdip Mukherjee ,Britta Nestler, Siegfried Schmauder.

In: Computational Materials Science 81 (2013), 466 - 470

Microstructure and magnetic properties of magnetic fluids consisting of shifted dipole particles under the influence of an external

R. Weeber, M. Klinkigt, S. Kantorovich, C. Holm; Institut für Computerphysik

In: Journal of chemical physics 21 (2013), 214901 - DOI:10.1063/1.4832239

Mathias Bürger, IST
Markus Üffinger, VIS

A Distributed Simplex Algorithm for Degenerate Linear Programs and Multi-Agent Assignments

M. Bürger, G. Notarstefano, F. Allgöwer, F. Bullo; Institut für Systemtheorie und Regelungstechni

In: Automatica 48 (2012), 2298-2304 - DOI:10.1016/j.automatica.2012.06.040

FTLE Computation Beyond First-Order Approximation

M. Üffinger, F. Sadlo, M. Kirby, C. Hansen, T. Ertl; Institut für Visualisierung und Interaktive Systeme

In: Eurographics Short Papers (2012) - DOI:10.2312/conf/EG2012/short/061-064 

Katherina Baber, IWS
Klaus Mosthaf, IWS
Marcus Reble, IST

A coupling concept for two-phase compositional porous-medium and single-phase compositional free flow

K. Mosthaf, K. Baber, B. Flemisch, R. Helmig, A. Leijnse, I. Rybak, B. Wohlmuth; Institut für Wasser- und Umweltsystemmodellierung Institut für Angewandte Analysis und Numerische Simulation

In: Water Resources Research 47 (2011), W10522 - DOI:10.1029/2011WR010685

Model Predictive Control for Nonlinear Time-Delay Systems without Terminal Constraint

M. Reble, F. D. Brunner, F. Allgöwer; Institut für Systemtheorie und Regelungstechnik

In: Proc. 18th IFAC World Congress (2011), 9254-9259 - DOI:10.3182/20110828-6-IT-1002.00607

Mirko Sonntag, IAAS

BPEL4Pegasus: Combining Business and Scientific Workflows

M. Sonntag, D. Karastoyanova, E. Deelman; Institut für Architektur von Anwendungssystemen

In: Service-Oriented Computing 6470 (2010), 728-729 - DOI:10.1007/978-3-642-17358-5_75