Markov Chain Monte Carlo

Hamiltonian Monte Carlo (HMC), a variant of Markov Chain Monte Carlo (MCMC), is the computational engine behind many modern Bayesian models, with roots in physics and applications in epidemiology, inc…

A new set of lecture notes from arXiv:2604.07520v2 provides a framework for performing global statistical fits in high-energy physics using Machine Learning surrogates, including Boosted Decision Tree…