Bayesian Treed Vecchia Gaussian Process Emulation via Sequential Monte Carlo

Computer models (or simulators) are used in many scientific domains to understand and predict real-world processes, but they are expensive to run. One way to address this hurdle is to use Gaussian processes (GPs). For complex physical systems such as storm surge, simulator outputs often exhibit hete