Forschung

Forschungsschwerpunkte

  • Numerik Partieller Differentialgleichungen
  • Modellreduktion für parametrisierte partielle Differentialgleichungen
  • Maschinelles Lernen und Wissenschaftliches Rechnen
  • Entwicklung und Analyse von numerischen Mehrskalenmethoden
  • Softwareentwicklung

  • Betreute Habilitation

    Henning, PatrickApplications of numerical homogenization in geosciences and physics
  • Betreute Promotionen

    Renelt, LukasNumerical methods for Friedrichs’ systems: Approximation theory, localized training and inherently stable model order reduction
    Kleikamp, HendrikParametrized optimal control and transport-dominated problems: Reduced basis methods, nonlinear reduction strategies and data driven surrogates
    Schleuß, JuliaRandomized Multiscale Methods for Parabolic Problems
    Tacke, Marie-ChristinA Multi-Stage Model Order Reduction Framework for Efficient Simulations of Parametrized Lithium-Ion Battery Cells
    Keil, TimAdaptive Reduced Basis Methods for Multiscale Problems and Large-scale PDE-constrained Optimization
    Leibner, TobiasModel reduction for kinetic equations: moment approximations and hierarchical approximate proper orthogonal decomposition
    Brunken, JuliaStable and efficient Petrov-Galerkin methods for certain (kinetic) transport equations
    Buhr, AndreasTowards Automatic and Reliable Localized Model Order Reduction. Local Training, a Posteriori Error Estimation and Online Enrichment.
    Verfürth, BarbaraNumerical multiscale methods for Maxwell's equations in heterogeneous media
    Himpe, ChristianCombined State and Parameter Reduction for Nonlinear Systems with an Application in Neuroscience
    Schindler, Felix TobiasModel Reduction for Parametric Multi-Scale Problems
    Kaulmann, SvenEffiziente Verfahren für parametrisierte Mehrskalenmethoden
    Smetana, KathrinA dimensional reduction approach based on the application of reduced basis methods in the context of hierarchical model reduction
    Drohmann, MartinReduzierte Basis Modellreduktion für nichtlineare Evolutionsgleichungen
    Henning, PatrickHeterogeneous multiscale finite element methods for advection-diffusion and nonlinear elliptic multiscale problems
    Klöfkorn RobertNumerics for Evolution Equations - A General Interface Based Design Concept