Research
Research Foci
- Numerical analysis for partial differential equations
- Model reduction for parametrized partial differential equations
- Machine Learning and Scientific Computing
- Development and analysis of numerical multiscale methods
- Software development
Projects
Granted
- Cluster of Excellence 2044 - Mathematics Münster: Dynamics – Geometry – Structure – EXC 2044 ()
Main DFG-Project Hosted at the University of Münster: DFG - Cluster of Excellence | Project Number: EXC 2044/2 - EXC 2044 - T05: Curvature, shape and global analysis ()
Subproject in DFG-Joint Project Hosted at the University of Münster: DFG - Cluster of Excellence | Project Number: EXC 2044/2, T5 - EXC 2044 - T09: Multiscale processes and effective behaviour ()
Subproject in DFG-Joint Project Hosted at the University of Münster: DFG - Cluster of Excellence | Project Number: EXC 2044/2, T9 - EXC 2044 - T10: Deep learning and surrogate methods ()
Subproject in DFG-Joint Project Hosted at the University of Münster: DFG - Cluster of Excellence | Project Number: EXC 2044/2, T10
In Process
- Mathematical Research Data Initiative - TA2: Scientific Computing – MaRDI ()
Subproject in DFG-Joint Project Hosted outside the University of Münster: DFG - National Research Data Infrastructure | Project Number: NFDI 29/1 - Cluster of Excellence 2044 - Mathematics Münster: Dynamics – Geometry – Structure – EXC 2044 ()
Main DFG-Project Hosted at the University of Münster: DFG - Cluster of Excellence | Project Number: EXC 2044/1 - EXC 2044 - C2: Multi-scale phenomena and macroscopic structures ()
Subproject in DFG-Joint Project Hosted at the University of Münster: DFG - Cluster of Excellence | Project Number: EXC 2044/1 - EXC 2044 - C4: Geometry-based modelling, approximation, and reduction ()
Subproject in DFG-Joint Project Hosted at the University of Münster: DFG - Cluster of Excellence | Project Number: EXC 2044/1
Finished
- Model Order Reduction for Discrete Particle Systems ()
Internally at the University of Münster Funded Project: Uni Münster-internal funding - Strategic Collaboration Grant - ML-MORE: Machine learning and model order reduction to predict the efficiency of catalytic filters. Subproject 1: Model Order Reduction – ML-MORE ()
Participation in Federally Funded Joint Project: Federal Ministry of Research, Technology and Space | Project Number: 05M20PMA - Localized Reduced Basis Methods for PDE-constrained Parameter Optimization – LRB-Opt ()
Individual Granted Project: DFG - Individual Grants Programme | Project Number: OH 98/11-1; SCHI 1493/1-1 - pyMOR - Sustainable Software for Model Order Reduction – pyMOR ()
Individual Granted Project: DFG - Scientific Library Services and Information Systems | Project Number: RA 3055/1-1; VO 1580/2-1 - Modellbasierte Abschätzung der Lebensdauer von gealterten Li-Batterien für die 2nd Life Anwendung als stationärer Stromspeicher – MALLi2 ()
Participation in Federally Funded Joint Project: Federal Ministry of Research, Technology and Space | Project Number: 05M18PMA - Verbundprojekt 05M2016 - GlioMaTh: Gliomen, Mathematische Modelle und Therapieansätze - Teilprojekt 2 – GlioMaTh ()
Participation in Federally Funded Joint Project: Federal Ministry of Research, Technology and Space | Project Number: 05M16PMA - EXC 1003 A6 - Motion Analysis in Cellular Systems ()
Subproject in DFG-Joint Project Hosted at the University of Münster: DFG - Cluster of Excellence | Project Number: EXC1003/1 - SPP 1648 - Subproject: EXA-DUNE - Flexible PDE Solvers, Numerical Methods, and Applications – EXA-DUNE ()
Subproject in DFG-Joint Project Hosted outside the University of Münster: DFG - Priority Programme | Project Number: EN 1042/2-2; OH 98/5-2 - Finite Elemente Diskretisierungen für rotierende Bose-Einstein Kondensate ()
Individual Granted Project: DFG - Individual Grants Programme | Project Number: HE 2464/5-1 - Wave propagation in periodic structures and negative refraction mechanisms ()
Individual Granted Project: DFG - Individual Grants Programme | Project Number: OH 98/6-1 - EXC 1003 FF-2015-07 - Mechanobiology, Mathematical Modeling and Simulation of Forces During Tissue Morphogenesis ()
Subproject in DFG-Joint Project Hosted at the University of Münster: DFG - Cluster of Excellence - Derivation, analysis and validation of model reduction methods for the approximation of parameterized Maxwell equations ()
Individual Granted Project: CST AG - CRC 656 B07 - Mathematical Modelling of Atherosclerotic Plaque Formation Based on Data from Multiparametric Imaging ()
Subproject in DFG-Joint Project Hosted at the University of Münster: DFG - Collaborative Research Centre - Verbundprojekt 05M2013 - MULTIBAT: Multiskalenmodelle und Modellreduktionsverfahren zur Vorhersage der Lebensdauer von Lithium-Ionen-Batterien - Teilprojekt 1 – MULTIBAT ()
Participation in Federally Funded Joint Project: Federal Ministry of Research, Technology and Space | Project Number: 05M13PMA - SPP 1648: Software for Exascale Computing - Subproject: EXA-DUNE - Flexible PDE Solvers, Numerical Methods, and Applications – EXA-DUNE ()
Subproject in DFG-Joint Project Hosted outside the University of Münster: DFG - Priority Programme | Project Number: EN 1042/2-1; OH 98/5-1 - Multi-scale analysis of two-phase flow in porous media with complex heterogenities ()
Individual Granted Project: DFG - Individual Grants Programme | Project Number: OH 98/4-2 - Reduced basis methods for model reduction of nonlinear parameterized evolution equations ()
Individual Granted Project: DFG - Individual Grants Programme | Project Number: OH 98/2-2 - Multi-scale analysis of two-phase flow in porous media with complex heterogeneities – Multi-scale ()
Individual Granted Project: DFG - Individual Grants Programme | Project Number: 568656 - CRC 656 PM09 - Modeling of blood flow for a arteriosclerosis model – SFB 656 PM09 ()
Subproject in DFG-Joint Project Hosted at the University of Münster: DFG - Collaborative Research Centre - Reduced basis methods for model reduction of nonlinear parameterized evolution equations – RBevol ()
Individual Granted Project: DFG - Individual Grants Programme | Project Number: OH 98/2-1 - Co-operative Project "Adaptive hydrological modeling with application in water resource management", Sub-project "Multi-scale modelling and system reduction for ground water flow" – AdaptHydroMod ()
Participation in Federally Funded Joint Project: Federal Ministry of Research, Technology and Space | Project Number: 03OMPAF1 - Conference: Model Reduction of Parametrized Systems ()
Scientific Event: DFG - International Scientific Events | Project Number: 565090
- Cluster of Excellence 2044 - Mathematics Münster: Dynamics – Geometry – Structure – EXC 2044 ()