Monte Carlo Simulation
- Since many real systems are very large, complex and non-tractable in analytic way, simulation often gives important intuition and approximate solutions. We work on efficient Monte Carlo simulation and other computer experiments.
- Some of the research topics in this domain are :
- Denoising Monte Carlo sensitivity estimates
- Bayesian Design of Computer Experiments