Computational Statistics and Molecular Simulation: A Practical Cross-Fertilization
Videos from CMO Workshop
Jesús María Sanz-Serna, Universidad Carlos III de Madrid
Monday Nov 12, 2018 09:10 - 09:46
Numerical integration within the Hamiltonian (Hybrid) Monte Carlo method
Florian Maire, Universite de Montreal
Monday Nov 12, 2018 10:26 - 11:02
Metastability in molecular dynamics and Bayesian inference methods
Carsten Hartmann, BTU Cottbus-Senftenberg
Tuesday Nov 13, 2018 09:03 - 09:34
Duality of estimation and control and its application to rare event simulation
Gareth 0. Roberts, University of Warwick
Tuesday Nov 13, 2018 11:13 - 13:10
(Hands-on + discussion) Scaling limits for modern MCMC algorithms
Jeremy Heng, Harvard University
Tuesday Nov 13, 2018 16:30 - 17:02
Gibbs flow transport for Bayesian inference
Jonathan Weare, New York University
Tuesday Nov 13, 2018 17:05 - 17:40
Fast randomized iterative numerical linear algebra for quantum chemistry and other applications
Matt Moores, University of Wollongong
Tuesday Nov 13, 2018 17:42 - 18:07
Sequential Monte Carlo for Bayesian Analysis of Spectroscopy
Jianfeng Lu, Duke University
Wednesday Nov 14, 2018 09:03 - 09:35
Path integral molecular dynamics
Marcelo Pereyra, Heriot Watt University
Wednesday Nov 14, 2018 09:40 - 10:17
High-dimensional Bayesian inference and convex geometry: theory, methods, and algorithms
Christophe Andrieu, University of Bristol
Thursday Nov 15, 2018 09:02 - 09:39
On the hypocoercivity of some PDMP-Monte Carlo algorithms
Samuel Power, University of Cambridge
Thursday Nov 15, 2018 09:42 - 10:03
A Constructive Approach to PDMPs
Luc Rey-Bellet, University of Massachussetts
Thursday Nov 15, 2018 10:07 - 10:36
Thermodynamic formalism, functional inequalities and model-form UQ for stochastic processes.
Gersende Fort, Institut de Mathématiques de Toulouse & Centre National de la Recherche Scientifique
Thursday Nov 15, 2018 16:34 - 17:00
Beyond Well-Tempered Metadynamics algorithms for sampling multimodal target densities
David P. Sanders, Universidad Nacional Autónoma de México
Thursday Nov 15, 2018 17:06 - 17:39
Monte Carlo sampling of rare events in diffusive dynamical systems
Anton Martinsson, Univ. Edinburgh
Thursday Nov 15, 2018 17:45 - 18:13
Simulated Tempering Method in the Infinite Switch Limit with Adaptive Weight Learning
Igor Barahona, UNAM
Friday Nov 16, 2018 09:45 - 10:08
Computational statistical methods applied on conducting scientific literature reviews
Eric Vanden Eijnden, New York University
Friday Nov 16, 2018 10:17 - 10:56
Importance sampling with nonequilibrium trajectories
