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SRI - Center for Uncertainty Quantification in Computational Science & Engineering
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Technical presentations - UQAW 2016
Home
Events
Internal Participants
Surrogate based approaches to parameter inference in ocean models
Omar Knio
video
Polynomial Chaos Surrogates for Bayesian Inference
Olivier Le Maitre
video
Secure Communications over Wireless Networks Even 1-bit Feedback Helps Achieving Security
Zouheir Rezki
video
Error Analysis for Fourier Methods for Option Pricing
Juho Häppölä
video
An efficient forward-reverse expectation-maximization algorithm for statistical inference in stochastic reaction networks
Pedro Vilanova
video
A potpourri of results from the KAUST SRI-UQ
Raul Tempone
A study of Monte Carlo methods for weak approximations of stochastic particle systems in the mean-field
Abdul Lateef Haji Ali
Bayesian techniques for fatigue life prediction and for inference in linear time dependent PDEs
Marco Scavino
Estimation of uncertain parameters of large Matern covariance functions with using hierarchical matrix technique
Alexander Litvinenko
Two numerical methods for mean-field games
Diogo Gomes
Uncertainty quantification for mean field games in social interactions
Ben Mansour Dia
External Participants
Application of QMC methods to PDEs with random coefficients − a survey of analysis and implementation
Frances Kuo
video
Chemical model reduction under uncertainty
Habib Najm
video
Quasi-optimal and adaptive sparse grids with control variates for PDEs with random diffusion coeffcient
Lorenzo Tamellini
video
Multilevel sequential Monte-Carlo samplers
Ajay Jasra
video
Simultaneous reconstruction of outer boundary shape and conductivity distribution in electrical impedance tomography
Nuutti Hyvönen
video
Analysis of the stability and accuracy of discrete least-squares approximation on multivariate polynomial spaces
Giovanni Migliorati
video
Geometric integrators for stochastic rigid body dynamics
Mikhail Tretyakov
video
Simulations of flame generated particles
Robert Patterson
video
SDE based regression for random PDEs
Christian Bayer
video
Approximation of quantum observables by molecular dynamics simulations
Mattias Sandberg
video
Multilevel particle filter
Kody Law
video
Solution of stochastic nonlinear PDEs using Wiener-Hermite expansion of high orders
Mohamed El-Beltagy
video
Quasi-potential and Two-Scale Large Deviation Theory for Gillespie Dynamics
Tiejun Li
video
Scalable algorithms for optimal control of stochastic PDEs
Omar Ghattas
video
Hierarchical low-rank approximation for high dimensional approximation
Anthony Nouy
video
Estimation of parameter sensitivities for stochastic reaction networks
Ankit Gupta
video
Static models, recursive estimators and the zero-variance approach
Gerardo Rubino
video
Optimal mesh hierarchies in Multilevel Monte Carlo methods
Erik von Schwerin
Adaptive stochastic Galerkin FEM with hierarchical tensor representations
Martin Eigel
Multilevel ensemble Kalman filtering
Håkon Hoel
Bayesian optimal experimental design for priors of compact support
Quan Long
Multi-Index Monte Carlo and stochastic collocation methods for random PDEs
Fabio Nobile
On the predictive capabilities of multiphase Darcy flow models
Matteo Icardi
Computable error estimates for Monte Carlo finite element approximation of elliptic PDE with lognormal diffusion coefficients
Eric Hall
