Physics-Informed Machine Learning of Dynamical Systems for Efficient Bayesian Inference

Somayajulu L. N. Dhulipala, Yifeng Che, Michael D. Shields

Although the no-u-turn sampler (NUTS) is a widely adopted method for performing Bayesian inference, it requires numerous posterior gradients which can be expensive to compute in pr…