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).