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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.
Delivery: 2-3 weeks
Expected delivery: December 15, 2024
Extended return policy to January 30, 2025

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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