I am interested in modelling, analysis and simulation of high dimensional dynamical systems arising in different areas of life sciences, for example

Conformation Dynamics

• meshfree methods
• sampling techniques for an efficient computation of the stationary density
• analysis of metastable, nearly reversible Markov chains with transition states
• spectral clustering (PCCA+)

Mathematical Systems Biology

• modelling of metabolic and regulatory networks
• mathematical pharmacology
• parameter identification and uncertainty quantification

Molecular Quantum Dynamics

• particle methods
• solution of high dimensional integrals by Monte Carlo quadrature