Profile of Jan Hauth

Mathematical Competences

  • Nonlinear dynamical systems
  • State estimation
  • Parameter identification
  • Model predictive control
  • Sequential Monte Carlo methods

 

Fields of Activity

  • Bio-sensors
  • Medical devices

 

Publications

Major Publications

  • Hauth, J.; Lang, P.; Wirsen, A.:
    Robuste Zustandsschätzung komplexer Systeme.
    H. Neunzert, D. Prätzel-Wolters (Hrsg.): Mathematik im Fraunhofer-Institut, Problemgetrieben - Modellbezogen - Lösungsorientiert. Springer Berlin, 03-366, (2015).
  • Krengel, A.; Hauth, J.; Taskinen, M.-R.; Adiels, M.; Jirstrand, M.:
    A continuous-time adaptive particle filter for estimations under 
    measurement time uncertainties with an application to a plasma-leucine mixed effects model.
    BMC Systems Biology 2013, 7:8
  • Stahl, D.; Hauth, J.:
    PF-MPC: Particle filter-model predictive control.
    Systems & Control Letters 60 (8), 632-643, (2011).