Markov Chain Monte Carlo with Neural Network Surrogates: Application to Contaminant Source Identification

Zitong Zhou, Daniel M. Tartakovsky

Subsurface remediation often involves reconstruction of contaminant release history from sparse observations of solute concentration. Markov Chain Monte Carlo (MCMC), the most accu…