Computational Statistics and Molecular Simulation: A Practical Cross-Fertilization

Videos from BIRS Workshop 18w5023

, Universidad Carlos III de Madrid
- 09:46
Numerical integration within the Hamiltonian (Hybrid) Monte Carlo method
Watch video | Download video: 201811120910-Sanz-Serna.mp4 (119M)
, Monash University
- 10:23
Loss-based Bayesian Prediction
Watch video | Download video: 201811120951-Martin.mp4 (110M)
, Universite de Montreal
- 11:02
Metastability in molecular dynamics and Bayesian inference methods
Watch video | Download video: 201811121026-Maire.mp4 (124M)
, BTU Cottbus-Senftenberg
- 09:34
Duality of estimation and control and its application to rare event simulation
Watch video | Download video: 201811130903-Hartmann.mp4 (94M)
, University of Warwick
- 13:10
(Hands-on + discussion) Scaling limits for modern MCMC algorithms
Watch video | Download video: 201811131113-Roberts.mp4 (446M)
, Harvard University
- 17:02
Gibbs flow transport for Bayesian inference
Watch video | Download video: 201811131630-Heng.mp4 (94M)
, New York University
- 17:40
Fast randomized iterative numerical linear algebra for quantum chemistry and other applications
Watch video | Download video: 201811131705-Weare.mp4 (125M)
, University of Wollongong
- 18:07
Sequential Monte Carlo for Bayesian Analysis of Spectroscopy
Watch video | Download video: 201811131742-Moores.mp4 (77M)
, Duke University
- 09:35
Path integral molecular dynamics
Watch video | Download video: 201811140903-Lu.mp4 (94M)
, Heriot Watt University
- 10:17
High-dimensional Bayesian inference and convex geometry: theory, methods, and algorithms
Watch video | Download video: 201811140940-Pereyra.mp4 (119M)
, University of Bristol
- 09:39
On the hypocoercivity of some PDMP-Monte Carlo algorithms
Watch video | Download video: 201811150902-Andrieu.mp4 (105M)
, University of Cambridge
- 10:03
A Constructive Approach to PDMPs
Watch video | Download video: 201811150942-Power.mp4 (60M)
, University of Massachussetts
- 10:36
Thermodynamic formalism, functional inequalities and model-form UQ for stochastic processes.
Watch video | Download video: 201811151007-Rey-Bellet.mp4 (83M)
, Institut de Mathématiques de Toulouse & Centre National de la Recherche Scientifique
- 17:00
Beyond Well-Tempered Metadynamics algorithms for sampling multimodal target densities
Watch video | Download video: 201811151634-Fort.mp4 (67M)
, Universidad Nacional Autónoma de México
- 17:39
Monte Carlo sampling of rare events in diffusive dynamical systems
Watch video | Download video: 201811151706-Sanders.mp4 (134M)
, Univ. Edinburgh
- 18:13
Simulated Tempering Method in the Infinite Switch Limit with Adaptive Weight Learning
Watch video | Download video: 201811151745-Martinsson.mp4 (96M)
, Universidad Nacional Autónoma de México
- 10:08
Computational statistical methods applied on conducting scientific literature reviews
Watch video | Download video: 201811160945-Barahona.mp4 (58M)
, Courant Institute
- 10:56
Importance sampling with nonequilibrium trajectories
Watch video | Download video: 201811161017-Vanden-Eijnden.mp4 (119M)