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Monte Carlo Methods

About Monte Carlo Methods

It provides an overview of Monte Carlo methods, including Sequential Monte Carlo, Markov Chain Monte Carlo, Metropolis-Hastings, Gibbs Sampler, Cluster Sampling, Data Driven MCMC, Stochastic Gradient descent, Langevin Monte Carlo, Hamiltonian Monte Carlo, and energy landscape mapping.

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  • Language:
  • English
  • ISBN:
  • 9789811329708
  • Binding:
  • Hardback
  • Pages:
  • 422
  • Published:
  • February 24, 2020
  • Edition:
  • 12020
  • Dimensions:
  • 174x247x28 mm.
  • Weight:
  • 1050 g.
  In stock
Delivery: 3-5 business days
Expected delivery: November 8, 2024

Description of Monte Carlo Methods

It provides an overview of Monte Carlo methods, including Sequential Monte Carlo, Markov Chain Monte Carlo, Metropolis-Hastings, Gibbs Sampler, Cluster Sampling, Data Driven MCMC, Stochastic Gradient descent, Langevin Monte Carlo, Hamiltonian Monte Carlo, and energy landscape mapping.

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