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RISClosure to “Transitional Markov Chain Monte Carlo: Observations and Improvements” by Wolfgang Betz, Iason Papaioannou, and Daniel Straub
Publisher: American Society of Civil Engineers
Erratum for “Transitional Markov Chain Monte Carlo: Observations and Improvements” by Wolfgang Betz, Iason Papaioannou, and Daniel Straub
Publisher: American Society of Civil Engineers
Transitional Markov Chain Monte Carlo: Observations and Improvements
Publisher: American Society of Civil Engineers
Abstract: The Transitional Markov chain Monte Carlo (TMCMC) method is a widely used method for Bayesian updating and Bayesian model class selection. The method is based on successively sampling from a sequence of distributions that ...
Data-Driven Predictive Maintenance for Gas Distribution Networks
Publisher: ASCE
Abstract: A generic data-driven approach is presented that employs machine learning to predict the future reliability of components in utility networks. The proposed approach enables utilities to implement a predictive maintenance ...