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Markov Chains and Monte Carlo Markov Chains

2013
The theory of Markov chains is rooted in the work of Russian mathematician Andrey Markov, and has an extensive body of literature to establish its mathematical foundations. The availability of computing resources has recently made it possible to use Markov chains to analyze a variety of scientific data, and Monte Carlo Markov chains are now one of the ...
openaire   +1 more source

In situ learning using intrinsic memristor variability via Markov chain Monte Carlo sampling

Nature Electronics, 2021
Thomas Dalgaty   +2 more
exaly  

Multi-scenario simulation of urban land change in Shanghai by random forest and CA-Markov model

Sustainable Cities and Society, 2020
Xuewei Dang, Shaohua Wang
exaly  

Markov State Models: From an Art to a Science

Journal of the American Chemical Society, 2018
Brooke E Husic, Vijay S Pande
exaly  

Speech Synthesis Based on Hidden Markov Models

Proceedings of the IEEE, 2013
Yoshihiko Nankaku   +2 more
exaly  

An Explicit Link between Gaussian Fields and Gaussian Markov Random Fields: The Stochastic Partial Differential Equation Approach

Journal of the Royal Statistical Society Series B: Statistical Methodology, 2011
Finn Lindgren   +2 more
exaly  

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