The group's research focuses on several topics in probability theory and its applications. We work on the following directions:
Interacting particle systems
Disordered systems
Large deviations
Random graphs
Complex networks
Stochastic differential equations
Stochastic optimal control
Mean field games
McKean-Vlasov equations
Stochastic optimal transport
Stochastic algorithms for optimization and sampling
Numerical probability for finance
Interest rate and credit risk modeling
Information and financial markets
Arbitrage theory and asset pricing
Financial risk management and insurance
Energy and commodity markets