SIAM Conference on Uncertainty Quantification (UQ20)
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03-25-2020
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Data assimilation
Design of experiments
High-dimensional approximation
Inverse problems
Model error, discrepancy and calibration
Multiscale UQ methods
Optimization and optimal control under uncertainty
Physics-informed and data-driven UQ methods
Prediction
Probability Theory for UQ
Rare events and Risk
Reduced order models
Statistical methods for UQ
Surrogate models
Uncertainty propagation
UQ for complex systems
Verification and validation
Other
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MW HS 2001
MW HS 0001
MW HS 1801
MW HS 0350
MW HS 0250
MW HS 1250
MW 0608m
MW ZS 1050
MW ZS 2050
MW ZS 1450
MW ZS 1550
MW Magistrale/Foyer
MW 2250
MW 1701
MW HS 0234
MW HS 2235
MW HS 0337
IAS 0.001
IAS 4.001
IAS 4.002
Interims Lecture Hall 101
Interims Lecture Hall 102
Exzellenzzentrum 0003
iCal
CT17: Dimension Reduction
08:30 - 10:50
Topic :
High-dimensional approximation
Form :
Contributed Lecture
Chair(s):
Kody Law (University of Manchester)
iCal
SIAG/UQ Early Career Prize
11:15 - 11:45
Topic :
Inverse problems
Form :
Plenary Lecture
Chair(s):
Omar Ghattas (The University of Texas at Austin), Fabio Nobile (Ecole Polytechnique Fédérale de Lausanne (EPFL))
iCal
IP03: David M. Higdon: UQ and Bayesian Model Calibration Applied to Stochastic Systems
11:45 - 12:30
Topic :
Model error, discrepancy and calibration
Form :
Plenary Lecture
Chair(s):
Jenný Brynjarsdóttir (Case Western Reserve University)
iCal
MT03: Ben Adcock: Practical approximation in high dimensions: from polynomials to neural networks
14:00 - 16:00
Topic :
High-dimensional approximation
Form :
Mini-tutorial
Chair(s):
Catherine Powell (The University of Manchester)
iCal
MT04: Michela Ottobre: Can we make long-term predictions?
16:30 - 18:30
Topic :
Prediction
Form :
Mini-tutorial
Chair(s):
Simon Cotter (University of Manchester)
iCal
CT20: ROM and Surrogate Models
08:30 - 10:50
Topic :
Reduced order models
Form :
Contributed Lecture
Chair(s):
Jan Hesthaven (Ecole Polytechnique Fédérale de Lausanne (EPFL))
iCal
SIAG/UQ Early Career Prize - streamed from HS 2001
11:15 - 11:45
Topic :
Inverse problems
Form :
Plenary Lecture
iCal
IP03 - streamed from HS 2001: David M. Higdon: UQ and Bayesian Model Calibration Applied to Stochastic Systems
11:45 - 12:30
Topic :
Model error, discrepancy and calibration
Form :
Plenary Lecture
iCal
MS571: Reproducibility and Uncertainty Quantification
14:00 - 16:00
Topic :
Verification and validation
Form :
Mini-symposium
Chair(s):
Michael Mascagni (Florida State University and NIST)
iCal
MS331: Recent Advances in Reduced-Order Models for Many Query and Time-Critical Problems
16:30 - 18:30
Topic :
Reduced order models
Form :
Mini-symposium
Chair(s):
Francesco Rizzi (NexGen Analytics), Patrick Blonigan (Sandia National Labs), Kevin Carlberg (Facebook Reality Labs)
iCal
CT11: Optimization
08:30 - 10:50
Topic :
Optimization and optimal control under uncertainty
Form :
Contributed Lecture
Chair(s):
Robert Gramacy (Virginia Tech)
iCal
MS803: Optimization and Estimation of Complex Systems under Uncertainty Part III of III: Approximation
14:00 - 16:00
Topic :
Optimization and optimal control under uncertainty
Form :
Mini-symposium
Chair(s):
Thomas M. Surowiec (Philipps-Universität Marburg), Drew P. Kouri (Sandia National Laboratories)
iCal
MS321: Data Driven Stochastic Optimization
16:30 - 18:30
Topic :
Optimization and optimal control under uncertainty
Form :
Mini-symposium
Chair(s):
Feng Bao (Florida State University), Yanzhao Cao (Auburn University)
iCal
SIAG/UQ Business Meeting - Open to SIAG/UQ Members
18:45 - 19:45
iCal
CT03: Sparse grids and polynomial chaos
08:30 - 10:50
Topic :
High-dimensional approximation
Form :
Contributed Lecture
Chair(s):
Tobias Neckel (Technical University of Munich)
iCal
MS031: Kernel, Quasi-Monte Carlo, and Sparse Grid Methods for High-dimensional Approximation and Integration (Part I of III)
Organized in co-operation with
GAMM AG UQ
14:00 - 16:00
Topic :
High-dimensional approximation
Form :
Mini-symposium
Chair(s):
Yoshihito Kazashi (EPFL), Alexander Gilbert (Universität Heidelberg), Fabio Nobile (EPFL), Michael Griebel (University of Bonn and Fraunhofer SCAI)
iCal
MS032: Kernel, Quasi-Monte Carlo, and Sparse Grid Methods for High-dimensional Approximation and Integration (Part II of III)
Organized in co-operation with
GAMM AG UQ
16:30 - 18:30
Topic :
High-dimensional approximation
Form :
Mini-symposium
Chair(s):
Alexander Gilbert (Universität Heidelberg), Fabio Nobile (EPFL), Michael Griebel (University of Bonn and Fraunhofer SCAI), Yoshihito Kazashi (EPFL)
iCal
CT15: Stochastic Galerkin Methods and Iterative Solvers
08:30 - 10:50
Topic :
Uncertainty propagation
Form :
Contributed Lecture
Chair(s):
Catherine Powell (The University of Manchester)
iCal
MS431: Would Hadamard have used Bayes' rule? - On robustness and brittleness of statistical inversion
Organized in co-operation with
GAMM AG UQ
14:00 - 16:00
Topic :
Inverse problems
Form :
Mini-symposium
Chair(s):
Jonas Latz (University of Cambridge), Björn Sprungk (TU Bergakademie Freiberg)
iCal
MS781: Adaptive sampling methods for heterogeneous problems
Organized in co-operation with
GAMM AG UQ
16:30 - 18:30
Topic :
Statistical methods for UQ
Form :
Mini-symposium
Chair(s):
Sebastian Krumscheid (RWTH Aachen University), Mass Per Pettersson (NORCE Norwegian Research Centre AS)
iCal
CT05: UQ in Material Science and Engineering Applications
08:30 - 10:50
Topic :
UQ for complex systems
Form :
Contributed Lecture
Chair(s):
Claudia Schillings (University of Mannheim)
iCal
MS021: Probabilistic Numerical Methods for Differential Equations and Linear Algebra (Part I of II)
14:00 - 16:00
Topic :
Probability Theory for UQ
Form :
Mini-symposium
Chair(s):
Philipp Hennig (University of Tübingen & Max Planck Institute for Intelligent Systems), Alejandro Diaz (University College London)
iCal
MS022: Probabilistic Numerical Methods for Differential Equations and Linear Algebra (Part II of II)
16:30 - 18:30
Topic :
Probability Theory for UQ
Form :
Mini-symposium
Chair(s):
Philipp Hennig (University of Tübingen & Max Planck Institute for Intelligent Systems), Alejandro Diaz (University College London)
iCal
CT08: UQ in Environmental Applications
08:30 - 10:50
Topic :
UQ for complex systems
Form :
Contributed Lecture
Chair(s):
Aretha Teckentrup (University of Edinburgh)
iCal
MS641: Random PDEs with Lévy Fields
Organized in co-operation with
GAMM AG UQ
14:00 - 16:00
Topic :
Uncertainty propagation
Form :
Mini-symposium
Chair(s):
Oliver Ernst (Technical University Chemnitz), Andrea Barth (University of Stuttgart)
iCal
CT04: Data assimilation, inverse problems
08:30 - 10:50
Topic :
Data assimilation
Form :
Contributed Lecture
Chair(s):
Melina Freitag (University of Potsdam)
iCal
MS061: Uncertainty Quantification in Hydrology (Part I of II)
Organized in co-operation with
GAMM AG UQ
14:00 - 16:00
Topic :
Uncertainty propagation
Form :
Mini-symposium
Chair(s):
Gabriele Chiogna (Technical University of Munich and University of Innsbruck), Ana Gonzalez-Nicolas (University of Stuttgart)
iCal
MS062: Uncertainty Quantification in Hydrology (Part II of II)
Organized in co-operation with
GAMM AG UQ
16:30 - 18:30
Topic :
Uncertainty propagation
Form :
Mini-symposium
Chair(s):
Ana Gonzalez-Nicolas (University of Stuttgart), Gabriele Chiogna (Technical University of Munich and University of Innsbruck)
iCal
CT18: Model Error and Sensitivity Analysis
08:30 - 10:50
Topic :
Model error, discrepancy and calibration
Form :
Contributed Lecture
Chair(s):
Matthew Plumlee (Northwestern University)
iCal
MS471: Leveraging the Interplay Between UQ and ML for Mutual Benefit (Part I of II)
14:00 - 16:00
Topic :
Physics-informed and data-driven UQ methods
Form :
Mini-symposium
Chair(s):
Justin Newcomer (Sandia National Laboratories), Gowri Srinivasan (Los Alamos National Laboratory), Jean-Christophe Weill (CEA)
iCal
MS472: Leveraging the Interplay Between UQ and ML for Mutual Benefit (Part II of II)
16:30 - 18:30
Topic :
Physics-informed and data-driven UQ methods
Form :
Mini-symposium
Chair(s):
Justin Newcomer (Sandia National Laboratories), Gowri Srinivasan (Los Alamos National Laboratory), Jean-Christophe Weill (CEA)
iCal
CT06: UQ in Chemical Engineering and Biology
08:30 - 10:50
Topic :
UQ for complex systems
Form :
Contributed Lecture
Chair(s):
Isabell Franck (Technical University of Munich)
iCal
MS613: Uncertainty estimates of the cryosphere and its forcings (Part III of III)
14:00 - 16:00
Topic :
UQ for complex systems
Form :
Mini-symposium
Chair(s):
Nicole-Jeanne Schlegel (Jet Propulsion Laboratory, California Institute of Technology), Andrew Davis (Cold Regions Research and Engineering Laboratory)
iCal
MS591: Bayesian inversions with computationally expensive models
16:30 - 18:30
Topic :
Inverse problems
Form :
Mini-symposium
Chair(s):
Mohamed Ebeida (Sandia National Laboratories), Jaideep Ray (Sandia National Laboratories)
iCal
CT12: Multilevel and Multifidelity Monte Carlo
08:30 - 10:50
Topic :
Statistical methods for UQ
Form :
Contributed Lecture
Chair(s):
Tim Dodwell (University of Exeter)
iCal
MS791: Bayesian Inference in Earth Science (Part I of II)
14:00 - 16:00
Topic :
Data assimilation
Form :
Mini-symposium
Chair(s):
Spencer Lunderman (University of Arizona), Derek Posselt (Jet Propulsion Laboratory, California Institute of Technology), Matthias Morzfeld (University of Arizona)
iCal
MS792: Bayesian Inference in Earth Science (Part II of II)
16:30 - 18:30
Topic :
Data assimilation
Form :
Mini-symposium
Chair(s):
Spencer Lunderman (University of Arizona), Derek Posselt (Jet Propulsion Laboratory, California Institute of Technology), Matthias Morzfeld (University of Arizona)
iCal
Coffee break
10:50 - 11:15
iCal
Coffee break
16:00 - 16:30
iCal
CT07: UQ in Transport and Energy Engineering Applications
08:30 - 10:50
Topic :
UQ for complex systems
Form :
Contributed Lecture
Chair(s):
Brendan Keith (Technical University of Munich)
iCal
MS111: Inference and preconditioning via Stein methods, flows, and other transport maps (Part I of II)
Organized in co-operation with
GAMM AG UQ
14:00 - 16:00
Topic :
Statistical methods for UQ
Form :
Mini-symposium
Chair(s):
Benjamin Peherstorfer (Courant Institute, New York University), Youssef Marzouk (Massachusetts Institute of Technology), Yaoliang Yu (University of Waterloo)
iCal
MS112: Inference and preconditioning via Stein methods, flows, and other transport maps (Part II of II)
Organized in co-operation with
GAMM AG UQ
16:30 - 18:30
Topic :
Statistical methods for UQ
Form :
Mini-symposium
Chair(s):
Benjamin Peherstorfer (Courant Institute, New York University), Youssef Marzouk (Massachusetts Institute of Technology), Yaoliang Yu (University of Waterloo)
iCal
CT14: Stochastic Dynamics and Multiscale Analysis
08:30 - 10:50
Topic :
Probability Theory for UQ
Form :
Contributed Lecture
Chair(s):
Christian Kuehn (Technical University of Munich)
iCal
MS281: Uncertainty quantification of multi-physics computer models
14:00 - 16:00
Topic :
UQ for complex systems
Form :
Mini-symposium
Chair(s):
Elaine Spiller (Marquette University), Serge Guillas (University College London)
iCal
MS621: Computational tools for inverse problems governed by PDEs and UQ
16:30 - 18:30
Topic :
Inverse problems
Form :
Mini-symposium
Chair(s):
Noemi Petra (University of California, Merced), Matthew Parno (US Army Cold Regions Research and Engineering Laboratory ), Umberto Villa (Washington University in St. Louis)
iCal
CT19: Modeling and Meta-modeling
08:30 - 10:50
Topic :
Model error, discrepancy and calibration
Form :
Contributed Lecture
Chair(s):
Maggie Johnson (Jet Propulsion Laboratory, California Institute of Technology)
iCal
CT09: Design of Experiments
08:30 - 10:50
Topic :
Design of experiments
Form :
Contributed Lecture
Chair(s):
David Woods (University of Southampton)
iCal
MS251: Similarity measures and distances in forward and inverse UQ problems (Part I of II)
Organized in co-operation with
GAMM AG UQ
14:00 - 16:00
Topic :
Other
Form :
Mini-symposium
Chair(s):
Didier Lucor (LIMSI - CNRS), Mohammad Motamed (The University of New Mexico), Lionel Mathelin (LIMSI - CNRS)
iCal
MS252: Similarity measures and distances in forward and inverse UQ problems (Part II of II)
Organized in co-operation with
GAMM AG UQ
16:30 - 18:30
Topic :
Other
Form :
Mini-symposium
Chair(s):
Didier Lucor (LIMSI - CNRS), Mohammad Motamed (The University of New Mexico), Lionel Mathelin (LIMSI - CNRS)
iCal
CT10: Rare Events and Risk
08:30 - 10:50
Topic :
Rare events and Risk
Form :
Contributed Lecture
Chair(s):
Iason Papaioannou (Technical University of Munich)
iCal
MS101: Statistical Prediction and Quantification of Extreme Events in Complex Systems (Part I of II)
14:00 - 16:00
Topic :
Rare events and Risk
Form :
Mini-symposium
Chair(s):
Antoine Blanchard (Massachusetts Institute of Technology), Themistoklis P. Sapsis (Massachusetts Institute of Technology)
iCal
MS102: Statistical Prediction and Quantification of Extreme Events in Complex Systems (Part II of II)
16:30 - 18:30
Topic :
Rare events and Risk
Form :
Mini-symposium
Chair(s):
Antoine Blanchard (Massachusetts Institute of Technology), Themistoklis P. Sapsis (Massachusetts Institute of Technology)
iCal
CT01: Bayesian inversion: theory
08:30 - 10:50
Topic :
Inverse problems
Form :
Contributed Lecture
Chair(s):
Tim Sullivan (Freie Universität Berlin and Zuse Institute Berlin)
iCal
JUQ Editorial Board Meeting - Upon invitation only!
12:30 - 14:00
iCal
MS291: Statistical evaluation and scoring of complex simulations and predictions
16:30 - 18:30
Topic :
Statistical methods for UQ
Form :
Mini-symposium
Chair(s):
Emil Constantinescu (Argonne National Laboratory), Julie Bessac (Argonne National Laboratory)
iCal
CT21: Statistical Methods for UQ
08:30 - 10:50
Topic :
Statistical methods for UQ
Form :
Contributed Lecture
Chair(s):
Clémentine Prieur (Grenoble Alpes University)
iCal
JUQ Editorial Board Meeting - Upon invitation only!
12:30 - 14:00
iCal
CT16: Neural Networks and Machine Learning
08:30 - 10:50
Topic :
Physics-informed and data-driven UQ methods
Form :
Contributed Lecture
Chair(s):
Omar Ghattas (The University of Texas at Austin)
iCal
MS682: Multilevel and Multifidelity approaches for forward/inverse Uncertainty Quantification and optimization under uncertainty (Part II of III)
14:00 - 16:00
Topic :
Uncertainty propagation
Form :
Mini-symposium
Chair(s):
Panagiotis Tsilifis (EPFL), Gianluca Geraci (Sandia National Laboratories), Alex Gorodetsky (University of Michigan), John Jakeman (Sandia National Laboratories), Juan Pablo Madrigal Cianci (EPFL), Michael Eldred (Sandia National Laboratories)
iCal
MS683: Multilevel and Multifidelity approaches for forward/inverse Uncertainty Quantification and optimization under uncertainty (Part III of III)
16:30 - 18:30
Topic :
Uncertainty propagation
Form :
Mini-symposium
Chair(s):
Panagiotis Tsilifis (EPFL), Gianluca Geraci (Sandia National Laboratories), Alex Gorodetsky (University of Michigan), John Jakeman (Sandia National Laboratories), Juan Pablo Madrigal Cianci (EPFL), Michael Eldred (Sandia National Laboratories)
iCal
CT13: Gaussian Processes
08:30 - 10:50
Topic :
Surrogate models
Form :
Contributed Lecture
Chair(s):
David Ginsbourger (Idiap Research Institute and University of Bern)
iCal
MS661: Gaussian process models and metamodels for non Euclidean inputs (Part I of II)
14:00 - 16:00
Topic :
Surrogate models
Form :
Mini-symposium
Chair(s):
Olivier Roustant (INSA Toulouse), Rodolphe Le Riche (Mines Saint-Etienne)
iCal
MS662: Gaussian process models and metamodels for non Euclidean inputs (Part II of II)
16:30 - 18:30
Topic :
Surrogate models
Form :
Mini-symposium
Chair(s):
Olivier Roustant (INSA Toulouse), Rodolphe Le Riche (Mines Saint-Etienne)
iCal
CT02: Bayesian inversion: applications and software
08:30 - 10:50
Topic :
Inverse problems
Form :
Contributed Lecture
Chair(s):
Jonas Latz (University of Cambridge)
iCal
MS731: Learning Parameters in Complex Physical Systems with Simulation Experiments (Part I of II)
14:00 - 16:00
Topic :
Model error, discrepancy and calibration
Form :
Mini-symposium
Chair(s):
Pulong Ma (Statistical and Mathematical Sciences Institute)
iCal
MS732: Learning Parameters in Complex Physical Systems with Simulation Experiments (Part II of II)
16:30 - 18:30
Topic :
Model error, discrepancy and calibration
Form :
Mini-symposium
Chair(s):
Pulong Ma (Duke University / Statistical and Mathematical Sciences Institute)