Birs- 18w5023: Computational Statistics and Molecular Simulation: A Practical Cross-Fertilization
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Title: Numerical integration within the Hamiltonian (Hybrid) Monte Carlo method
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Title: Metastability in molecular dynamics and Bayesian inference methods
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Title: Duality of estimation and control and its application to rare event simulation
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Title: (Hands-on + discussion) Scaling limits for modern MCMC algorithms
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Title: Gibbs flow transport for Bayesian inference
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Title: Fast randomized iterative numerical linear algebra for quantum chemistry and other applications
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Title: Sequential Monte Carlo for Bayesian Analysis of Spectroscopy
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Title: Path integral molecular dynamics
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Title: High-dimensional Bayesian inference and convex geometry: theory, methods, and algorithms
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Title: On the hypocoercivity of some PDMP-Monte Carlo algorithms
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Title: A Constructive Approach to PDMPs
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Title: Thermodynamic formalism, functional inequalities and model-form UQ for stochastic processes.
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Title: Beyond Well-Tempered Metadynamics algorithms for sampling multimodal target densities
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Title: Monte Carlo sampling of rare events in diffusive dynamical systems
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Title: Simulated Tempering Method in the Infinite Switch Limit with Adaptive Weight Learning
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Title: Computational statistical methods applied on conducting scientific literature reviews
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Title: Importance sampling with nonequilibrium trajectories
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Link:http://www.birs.ca/events/2018/5-day-workshops/18w5023/videos/watch/201811161017-Vanden-Eijnden.html