Accelerating Multilevel Markov Chain Monte Carlo Using Machine Learning Models

Sohail Reddy, Hillary Fairbanks

This work presents an efficient approach for accelerating multilevel Markov Chain Monte Carlo (MCMC) sampling for large-scale problems using low-fidelity machine learning models. W…