Behavioral Mapping of Hierarchical Dynamical Models Accelerates Bayesian Parameter Inference

Jingsong Bai, Ayush Pandey

Bayesian parameter inference for complex nonlinear dynamical models is often limited by the cost of repeated model simulation. We present a behavioral mapping framework that uses t…