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