Sampling parameters of ordinary differential equations with Langevin dynamics that satisfy constraints

Chris Chi, Jonathan Weare, Aaron R. Dinner

Fitting models to data to obtain distributions of consistent parameter values is important for uncertainty quantification, model comparison, and prediction. Standard Markov chain M…