Explores the significance of weather forecasting, ensemble forecasts like Hurricane Katrina, and the operational use of hydrological forecasting systems.
Explores the quasi-stationary distribution approach in molecular dynamics modeling, covering Langevin dynamics, metastability, and kinetic Monte Carlo models.
Explores landslide hazard assessment through empirical, deterministic, and advanced modeling techniques, emphasizing the importance of data quality and physics knowledge.
Explores the convergence of Langevin Monte Carlo algorithms under different growth rates and smoothness conditions, emphasizing fast convergence for a wide class of potentials.