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Monte Carlo Methods: Convergence Properties and Error Analysis. Basic Algorithms.
Presenters
- Youssef Marzouk
- Luis Tenorio
June 15, 2015
IMA
Monte Carlo methods in molecular dynamics: Sampling metastable trajectories (Part 2)
Presenter
- Tony Lelièvre
September 14, 2012
IPAM
Monte Carlo methods in molecular dynamics Part 1: Sampling the canonical distribution and computing free energy differences
Presenter
- Tony Lelièvre
September 12, 2012
IPAM
Accelerated kinetic Monte Carlo methods: Hierarchical parallel algorithms and coarse-graining
Presenter
- Markos Katsoulakis
October 22, 2010
IMA
Accounting for variability and uncertainty in a complex brain metabolic model via a probabilistic framework
Presenter
- Daniela Calvetti
October 20, 2010
IMA
Monte Carlo sampling techniques for solving stochastic and large scale deterministic optimization problems
Presenter
- Alexander Shapiro
October 18, 2010
IMA
Quasi-Monte Carlo for Bayesian design of experiment problems governed by parametric PDEs
Presenter
- Claudia Schillings,
June 26, 2024
IMSI
Deep Variational Quantum Monte Carlo – a way forward for strongly correlated systems?
Presenter
- Frank No\u00e9
March 27, 2024
IMSI
Many Processors, Little Time: MCMC for Partitions via Optimal Transport Couplings
Presenter
- Tamara Broderick
May 10, 2023
ICERM
Transport and Multilevel Approaches for Large-Scale PDE-Constrained Bayesian Inference
Presenter
- Robert Scheichl
April 23, 2020
ICERM
Generalizing Hamiltonian Monte Carlo with Neural Networks
Presenter
- Jascha Sohl-Dickstein
September 26, 2019
IPAM