Identification of nonlinear dynamic systems remains a significant challenge across engineering. This work suggests an approach based on Bayesian filtering to extract and identify the contribution unknown term in system which can be seen as alternative viewpoint restoring force surface type approaches. To achieve this identification, is modelled, initially, Gaussian process time. That converted ...