SIAM Conference on Uncertainty Quantification (UQ20)
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03-26-2020
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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
MT05: Thordis Thorarinsdottir: Spatial statistics: Modelling spatial variation
08:30 - 10:30
Topic :
Form :
Mini-tutorial
Chair(s):
Earl Lawrence (Los Alamos National Laboratory)
iCal
IP04: Anthony Nouy: Approximation and Learning with Tree Tensor Networks
11:00 - 11:45
Topic :
High-dimensional approximation
Form :
Plenary Lecture
Chair(s):
Catherine Powell (The University of Manchester)
iCal
IP05: Elaine Spiller: Assessing and forecasting hazards in an uncertain future
11:45 - 12:30
Topic :
UQ for complex systems
Form :
Plenary Lecture
Chair(s):
Peter Challenor (University of Exeter)
iCal
MS011: Recent advances and challenges in optimal experimental design for large-scale inverse problems (Part I of II)
14:00 - 16:00
Topic :
Design of experiments
Form :
Mini-symposium
Chair(s):
Ahmed Attia (Argonne National Laboratory), Alen Alexanderian (North Carolina State University)
iCal
MS012: Recent advances and challenges in optimal experimental design for large-scale inverse problems (Part II of II)
16:30 - 18:30
Topic :
Design of experiments
Form :
Mini-symposium
Chair(s):
Ahmed Attia (Argonne National Laboratory), Alen Alexanderian (North Carolina State University)
iCal
MT06: John Jakeman: Multi-fidelity UQ: How to use model ensembles of varying cost and accuracy
08:30 - 10:30
Topic :
Uncertainty propagation
Form :
Mini-tutorial
Chair(s):
Lorenzo Tamellini (Istituto di Matematica Applicata e Tecnologie Informatiche (CNR-IMATI))
iCal
IP04 - streamed from HS 2001: Anthony Nouy: Approximation and Learning with Tree Tensor Networks
11:00 - 11:45
Topic :
High-dimensional approximation
Form :
Plenary Lecture
iCal
IP05 - streamed from HS 2001: Elaine Spiller: Assessing and forecasting hazards in an uncertain future
11:45 - 12:30
Topic :
UQ for complex systems
Form :
Plenary Lecture
iCal
MS671: Achieving a data-model synergy in UQ (Part I of II)
14:00 - 16:00
Topic :
Reduced order models
Form :
Mini-symposium
Chair(s):
Olivier Zahm (INRIA), Kathrin Smetana (University of Twente), Caterina Bigoni (EPFL)
iCal
MS672: Achieving a data-model synergy in UQ (Part II of II)
16:30 - 18:30
Topic :
Reduced order models
Form :
Mini-symposium
Chair(s):
Olivier Zahm (INRIA), Kathrin Smetana (University of Twente ), Caterina Bigoni (EPFL)
iCal
MS441: Uncertainty Quantification for Earth Remote Sensing (Part I of III)
08:30 - 10:30
Topic :
Inverse problems
Form :
Mini-symposium
Chair(s):
Jonathan Hobbs (Jet Propulsion Laboratory, California Institute of Technology)
iCal
MS442: Uncertainty Quantification for Earth Remote Sensing (Part II of III)
14:00 - 16:00
Topic :
Inverse problems
Form :
Mini-symposium
Chair(s):
Jonathan Hobbs (Jet Propulsion Laboratory, California Institute of Technology)
iCal
MS443: Uncertainty Quantification for Earth Remote Sensing (Part III of III)
16:30 - 18:30
Topic :
Inverse problems
Form :
Mini-symposium
Chair(s):
Jonathan Hobbs (Jet Propulsion Laboratory, California Institute of Technology)
iCal
GAMM AG UQ Business Meeting - Open to GAMM AG UQ Members
18:45 - 19:45
iCal
MS033: Kernel, Quasi-Monte Carlo, and Sparse Grid Methods for High-dimensional Approximation and Integration (Part III of III)
Organized in co-operation with
GAMM AG UQ
08:30 - 10:30
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
MS411: Bayesian Inverse Problems and Experimental Design for Complex Systems
14:00 - 16:00
Topic :
Inverse problems
Form :
Mini-symposium
Chair(s):
Jinlong Wu (California Institute of Technology), Oliver Dunbar (California Institute of Technology)
iCal
MS041: Propagation of uncertainties and parameter inference in material science (Part I of III)
Organized in co-operation with
GAMM AG UQ
16:30 - 18:30
Topic :
UQ for complex systems
Form :
Mini-symposium
Chair(s):
Alexander Litvinenko (RWTH Aachen), Bojana Rosic (University of Twente), Sebastian Krumscheid (RWTH Aachen)
iCal
MS461: Shape uncertainty quantification and applications (Part I of III)
Organized in co-operation with
GAMM AG UQ
08:30 - 10:30
Topic :
Uncertainty propagation
Form :
Mini-symposium
Chair(s):
Jürgen Dölz (TU Darmstadt), Michael Multerer (Università della Svizzera italiana)
iCal
MS462: Shape uncertainty quantification and applications (Part II of III)
Organized in co-operation with
GAMM AG UQ
14:00 - 16:00
Topic :
Uncertainty propagation
Form :
Mini-symposium
Chair(s):
Jürgen Dölz (TU Darmstadt), Michael Multerer (Università della Svizzera italiana)
iCal
MS463: Shape uncertainty quantification and applications (Part III of III)
Organized in co-operation with
GAMM AG UQ
16:30 - 18:30
Topic :
Uncertainty propagation
Form :
Mini-symposium
Chair(s):
Jürgen Dölz (TU Darmstadt), Michael Multerer (Università della Svizzera italiana)
iCal
MS551: Advances in uncertainty quantification for kinetic and transport phenomena (Part I of III)
08:30 - 10:30
Topic :
Multiscale UQ methods
Form :
Mini-symposium
Chair(s):
Mattia Zanella (Politecnico di Torino), Giacomo Dimarco (University of Ferrara)
iCal
MS552: Advances in uncertainty quantification for kinetic and transport phenomena (Part II of III)
14:00 - 16:00
Topic :
Multiscale UQ methods
Form :
Mini-symposium
Chair(s):
Mattia Zanella (Politecnico di Torino), Giacomo Dimarco (University of Ferrara)
iCal
MS553: Advances in uncertainty quantification for kinetic and transport phenomena (Part III of III)
16:30 - 18:30
Topic :
Multiscale UQ methods
Form :
Mini-symposium
Chair(s):
Mattia Zanella (Politecnico di Torino), Giacomo Dimarco (University of Ferrara)
iCal
MS861: Uncertainty in Data and Applications (Part I of II)
08:30 - 10:30
Topic :
High-dimensional approximation
Form :
Mini-symposium
Chair(s):
Vasileios Maroulas (University of Tennessee, Knoxville), James Murphy (Tufts University)
iCal
MS862: Uncertainty in Data and Applications (Part II of II)
14:00 - 16:00
Topic :
High-dimensional approximation
Form :
Mini-symposium
Chair(s):
James Murphy (Tufts University), Vasileios Maroulas (University of Tennessee, Knoxville)
iCal
MS721: Optimal Control Methods for Data Assimilation and Simulation
08:30 - 10:30
Topic :
Data assimilation
Form :
Mini-symposium
Chair(s):
Prashant Mehta (University of Illinois at Urbana-Champaign), Nan Chen (University of Wisconsin at Madison)
iCal
MS091: Algorithms for Large Scale and Non-linear Data Assimilation (Part I of II)
14:00 - 16:00
Topic :
Data assimilation
Form :
Mini-symposium
Chair(s):
Andrey A Popov (Virginia Tech), Adrian Sandu (Virginia Tech)
iCal
MS092: Algorithms for Large Scale and Non-linear Data Assimilation (Part II of II)
16:30 - 18:30
Topic :
Data assimilation
Form :
Mini-symposium
Chair(s):
Andrey A Popov (Virginia Tech), Adrian Sandu (Virginia Tech)
iCal
MS741: Machine learning methods for reliability analysis and risk assessment (Part I of II)
08:30 - 10:30
Topic :
Rare events and Risk
Form :
Mini-symposium
Chair(s):
Qifeng Liao (ShanghaiTech University), Jinglai Li (University of Liverpool)
iCal
MS742: Machine learning methods for reliability analysis and risk assessment (Part II of II)
14:00 - 16:00
Topic :
Rare events and Risk
Form :
Mini-symposium
Chair(s):
Qifeng Liao (ShanghaiTech University), Jinglai Li (University of Liverpool)
iCal
MS871: Characterization and prediction of rare and extreme events in complex systems
16:30 - 18:30
Topic :
Rare events and Risk
Form :
Mini-symposium
Chair(s):
Vishwas Rao (Argonne National Laboratory), Charlotte Haley (Argonne National Laboratory), Mihai Anitescu (Argonne National Laboratory and University of Chicago)
iCal
MS851: Computational Uncertainty Quantification for Energy and Power Systems
Organized in co-operation with
GAMM AG UQ
08:30 - 10:30
Topic :
UQ for complex systems
Form :
Mini-symposium
Chair(s):
Ulrich Römer (TU Braunschweig), René Schenkendorf (TU Braunschweig)
iCal
MS761: Statistical Surrogate Modeling and Optimization for Stochastic Simulation (Part I of II)
14:00 - 16:00
Topic :
Surrogate models
Form :
Mini-symposium
Chair(s):
Robert Gramacy (Virginia Tech), Mickael Binois (INRIA Sophia Antipolis - Méditerranée)
iCal
MS762: Statistical Surrogate Modeling and Optimization for Stochastic Simulation (Part II of II)
16:30 - 18:30
Topic :
Surrogate models
Form :
Mini-symposium
Chair(s):
Robert Gramacy (Virginia Tech), Mickael Binois (INRIA Sophia Antipolis - Méditerranée)
iCal
MS451: Subgrid variability modeling and stochastic parameterization for multiscale uncertainty quantification
08:30 - 10:30
Topic :
Statistical methods for UQ
Form :
Mini-symposium
Chair(s):
Julie Bessac (Argonne National Laboratory), Ahmed Attia (Argonne National Laboratory), Emil Constantinescu (Argonne National Laboratory)
iCal
MS121: Computational Statistics meets Computational Dynamics (Part I of II)
14:00 - 16:00
Topic :
Statistical methods for UQ
Form :
Mini-symposium
Chair(s):
Ben Zhang (Massachusetts Institute of Technology), Tuhin Sahai (United Technologies Research Center), Kevin Lin (University of Arizona)
iCal
MS122: Computational Statistics meets Computational Dynamics (Part II of II)
16:30 - 18:30
Topic :
Statistical methods for UQ
Form :
Mini-symposium
Chair(s):
Ben Zhang (Massachusetts Institute of Technology), Tuhin Sahai (United Technologies Research Center), Kevin Lin (University of Arizona)
iCal
Coffee break
10:30 - 11:00
iCal
Coffee break
16:00 - 16:30
iCal
MS841: Uncertainty quantification for model complexity reduction
08:30 - 10:30
Topic :
UQ for complex systems
Form :
Mini-symposium
Chair(s):
Udo von Toussaint (Max Planck Institute for Plasma Physics), Christopher Albert (Max Planck Institute for Plasma Physics)
iCal
MS811: Multilevel and Multi-fidelity Methods for Model-Based Statistical Learning (Part I of III)
Organized in co-operation with
GAMM AG UQ
14:00 - 16:00
Topic :
Statistical methods for UQ
Form :
Mini-symposium
Chair(s):
Tiangang Cui (Monash University), Santiago Badia (Monash University), Alexander Gilbert (Ruprecht-Karls University Heidelberg), Youssef Marzouk (Massachusetts Institute of Technology), Robert Scheichl (Ruprecht-Karls University Heidelberg)
iCal
MS812: Multilevel and Multi-fidelity Methods for Model-Based Statistical Learning (Part II of III)
Organized in co-operation with
GAMM AG UQ
16:30 - 18:30
Topic :
Statistical methods for UQ
Form :
Mini-symposium
Chair(s):
Tiangang Cui (Monash University), Santiago Badia (Monash University), Alexander Gilbert (Ruprecht-Karls University Heidelberg), Youssef Marzouk (Massachusetts Institute of Technology), Robert Scheichl (Ruprecht-Karls University Heidelberg)
iCal
MS301: UQ in Finance
08:30 - 10:30
Topic :
UQ for complex systems
Form :
Mini-symposium
Chair(s):
Emmanuel Gobet (Ecole Polytechnique)
iCal
MS171: UQ for Rough Volatility and Predictive Models in Finance (Part I of II)
14:00 - 16:00
Topic :
UQ for complex systems
Form :
Mini-symposium
Chair(s):
Christian Bayer (WIAS Berlin), Eric Hall (RWTH Aachen University)
iCal
MS172: UQ for Rough Volatility and Predictive Models in Finance (Part II of II)
16:30 - 18:30
Topic :
UQ for complex systems
Form :
Mini-symposium
Chair(s):
Eric Hall (RWTH Aachen University), Christian Bayer (WIAS Berlin)
iCal
MS711: Inverse modelling using History Matching (Part I of II)
08:30 - 10:30
Topic :
Model error, discrepancy and calibration
Form :
Mini-symposium
Chair(s):
Peter Challenor (University of Exeter), Danny Williamson (University of Exeter)
iCal
MS712: Inverse modelling using History Matching (Part II of II)
14:00 - 16:00
Topic :
Model error, discrepancy and calibration
Form :
Mini-symposium
Chair(s):
Peter Challenor (University of Exeter), Danny Williamson (University of Exeter)
iCal
MS651: Tools for enabling Verification, Validation and Uncertainty Quantification in multiscale simulations and workflows
16:30 - 18:30
Topic :
Multiscale UQ methods
Form :
Mini-symposium
Chair(s):
Olivier Hoenen (Max Planck Institute for Plasma Physics), Derek Groen (Brunel University)
iCal
MS351: Reduced order methods for uncertainty quantification in CFD parametric problems
08:30 - 10:30
Topic :
Reduced order models
Form :
Mini-symposium
Chair(s):
Gianluigi Rozza (SISSA Trieste), Giovanni Stabile (SISSA Trieste), Francesco Ballarin (SISSA Trieste)
iCal
MS581: Advances in Inverse Problems and Uncertainty Quantification in Cardiovascular Modeling: (Part I of II)
14:00 - 16:00
Topic :
UQ for complex systems
Form :
Mini-symposium
Chair(s):
Mitchel Colebank (North Carolina State University), Dirk Husmeier (University of Glasgow), Mette Olufsen (North Carolina State University)
iCal
MS582: Advances in Inverse Problems and Uncertainty Quantification in Cardiovascular Modeling (Part II of II)
16:30 - 18:30
Topic :
UQ for complex systems
Form :
Mini-symposium
Chair(s):
Mitchel Colebank (North Carolina State University), Dirk Husmeier (School of Mathematics and Statistics, University of Glasgow), Mette Olufsen (North Carolina State University)
iCal
MS131: Robustness analysis of UQ to distribution uncertainty (Part I of II)
08:30 - 10:30
Topic :
Rare events and Risk
Form :
Mini-symposium
Chair(s):
Bertrand Iooss (EDF R&D)
iCal
MS132: Robustness analysis of UQ to distribution uncertainty (Part II of II)
14:00 - 16:00
Topic :
Rare events and Risk
Form :
Mini-symposium
Chair(s):
Bertrand Iooss (EDF R&D)
iCal
MS141: Recent advances in Markov chain Monte Carlo
Organized in co-operation with
GAMM AG UQ
16:30 - 18:30
Topic :
Inverse problems
Form :
Mini-symposium
Chair(s):
Björn Sprungk (TU Bergakademie Freiberg), Daniel Rudolf (Georg-August University of Göttingen)
iCal
MS691: Uncertainty Quantification in Deep Learning (Part I of III)
Organized in co-operation with
GAMM AG UQ
08:30 - 10:30
Topic :
Physics-informed and data-driven UQ methods
Form :
Mini-symposium
Chair(s):
Paris Perdikaris (University of Pennsylvania), Phaedon-Stelios Koutsourelakis (Technical University of Munich)
iCal
MS692: Uncertainty Quantification in Deep Learning (Part II of III)
Organized in co-operation with
GAMM AG UQ
14:00 - 16:00
Topic :
Physics-informed and data-driven UQ methods
Form :
Mini-symposium
Chair(s):
Paris Perdikaris (University of Pennsylvania), Phaedon-Stelios Koutsourelakis (Technical University of Munich)
iCal
MS693: Uncertainty Quantification in Deep Learning (Part III of III)
Organized in co-operation with
GAMM AG UQ
16:30 - 18:30
Topic :
Physics-informed and data-driven UQ methods
Form :
Mini-symposium
Chair(s):
Paris Perdikaris (University of Pennsylvania), Phaedon-Stelios Koutsourelakis (Technical University of Munich)
iCal
MS821: Software for UQ (Part I of III)
Organized in co-operation with
GAMM AG UQ
08:30 - 10:30
Topic :
Other
Form :
Mini-symposium
Chair(s):
Tobias Neckel (Technical University of Munich), Dirk Pflüger (University of Stuttgart), Stefano Marelli (ETH Zurich), Edoardo Patelli (Strathclyde University)
iCal
MS822: Software for UQ (Part II of III)
Organized in co-operation with
GAMM AG UQ
14:00 - 16:00
Topic :
Other
Form :
Mini-symposium
Chair(s):
Tobias Neckel (Technical University of Munich), Dirk Pflüger (University of Stuttgart), Stefano Marelli (ETH Zurich), Edoardo Patelli (Strathclyde University)
iCal
MS823: Software for UQ (Part III of III)
Organized in co-operation with
GAMM AG UQ
16:30 - 18:30
Topic :
Other
Form :
Mini-symposium
Chair(s):
Tobias Neckel (Technical University of Munich), Dirk Pflüger (University of Stuttgart), Stefano Marelli (ETH Zurich), Edoardo Patelli (Strathclyde University)
iCal
MS391: Stochastic processes on large-scale Networks
08:30 - 10:30
Topic :
Statistical methods for UQ
Form :
Mini-symposium
Chair(s):
Jean-Charles Croix (University of Sussex), Masoumeh Dashti (University of Sussex)
iCal
MS341: Kernel Methods in Uncertainty Quantification Part I: Kernel-Based Distances, Hypothesis Tests and Statistical Estimators
14:00 - 16:00
Topic :
Statistical methods for UQ
Form :
Mini-symposium
Chair(s):
Francois-Xavier Briol (University College London and Turing Institute), George Wynne (Imperial College London)
iCal
MS342: Kernel Methods in Uncertainty Quantification Part II: Monte Carlo Methods and Approximation of Probability Measures
16:30 - 18:30
Topic :
Statistical methods for UQ
Form :
Mini-symposium
Chair(s):
Francois-Xavier Briol (University College London and Turing Institute), George Wynne (Imperial College London)