BLADE: Bayesian Langevin Active Discovery with Replica Exchange for Identification of Complex Systems

Cindy Xiangrui Kong, Haoyang Zheng, Guang Lin

Traditional methods for system discovery frequently struggle with efficient data usage and uncertainty quantification. Identifying the governing equations of complex dynamical syst…