Field: Applied Mathematics / Scientific Computing for Complex Systems

Topics:

• Modelling, simulation and optimization for multiscale processes,
   especially for biomolecular, cellular, and network dynamics
 

• transfer operator appoach to metastable processes
 

• model reduction, statistical learning, timeseries analysis
 

• stochastic optimal control and optimal change of measure
 

• uncertainty quantification and Bayesian inverse problems
 

• stochastic particle systems and agent-based modelling