This introduction to probability-based modeling covers basic stochastic tools used in physics, chemistry, engineering and the life sciences. Topics covered include conditional expectations, stochastic processes, Langevin equations, and Markov chain Monte Carlo algorithms. The applications include data assimilation, prediction from partial data, spectral analysis and turbulence. A special feature is the systematic analysis of memory effects.
Tabela de Conteúdo
Preliminaries.- Probability.- Brownian Motion.- Stationary Stochastic Processes.- Statistical Mechanics.- Time-Dependent Statistical Mechanics.
Compre este e-book e ganhe mais 1 GRÁTIS!
Língua Inglês ● Formato PDF ● Páginas 162 ● ISBN 9781441910028 ● Tamanho do arquivo 2.3 MB ● Editora Springer New York ● Cidade NY ● País US ● Publicado 2009 ● Edição 2 ● Carregável 24 meses ● Moeda EUR ● ID 2149865 ● Proteção contra cópia Adobe DRM
Requer um leitor de ebook capaz de DRM