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Frontiers of Uncertainty Quantification in Engineering

Wednesday – 06.09.2017

08:40

iCal
Prof. J. Tinsley Oden | UT Austin | United States

Prof. Costas Papadimitriou | University of Thessaly | Greece

Keynote Talks

Room:
OvMF Main Lecture Hall

Topic:

Form of presentation:
Keynote

Duration:
100 Minutes

08:40

OPAL- A Bayesian Framework for Model Selection, Validation and for Prediction in the Presence of Uncertainty

09:30

Challenges in Bayesian Uncertainty Quantification and Propagation for Structural Dynamics Simulations

10:50

iCal
Dr. Isabell Franck | IPT - Insight Perspective Technologies GmbH / TUM | Germany

Dr. Loic Giraldi | KAUST | Saudi Arabia

Prof. Marco Scavino | Universidad de la República | Uruguay

Pushkar Kumar Jain | UT Austin | United States

Contributed Talks

Room:
OvMF Main Lecture Hall

Topic:

Form of presentation:
Oral Presentation

Duration:
100 Minutes

10:50

Beyond a black box: Model Error Quantification for High-dimensional, Bayesian Inverse Problems

11:10

Optimal reduction of observations for Bayesian inference

11:50

Bayesian techniques for parameter estimation in linear PDEs with noisy boundary conditions

12:10

Dynamically adaptive data-driven simulation of extreme hydrological flows

14:00

iCal
Prof. Michael D. Shields | Johns Hopkins University | United States

Dr. Emiliano Torre | Switzerland

Dr. Karl Breitung | TU München | Germany

Niklas Miska | TU Dresden

Robert Gruhlke | WIAS Berlin | Germany

Contributed Talks

Room:
OvMF Main Lecture Hall

Topic:

Form of presentation:
Oral Presentation

Duration:
100 Minutes

14:00

A Grassmann Manifold-based adaptive sampling method

14:20

Modeling high-dimensional inputs with copulas for uncertainty quantification problems

14:40

Numbers or Structures: On the Futures of Structural Reliability?

15:00

Quantification of Uncertainty Resulting from Microstructure Morphology Variation Based on Statistically Similar Representative Volume Elements

15:20

Multi-scale failure analysis with polymorphic uncertainties for optimal design of rotor blades

16:10

iCal
Elizabeth Bismut | TUM | Germany

Max Ehre | TU München | Germany

Marco Daub | TU München | Germany

Sebastian Geyer | TU München | Germany

Hector Diego Estrada-Lugo | University of Liverpool | United Kingdom

Constantin Grigo | TU München | Germany

Amir Sagiv | Tel Aviv University | Israel

Felipe Uribe | TU München | Germany

Poster Blitz

Room:
OvMF Main Lecture Hall

Topic:

Form of presentation:
Poster Presentation

Duration:
16 Minutes

16:10

Inspection and repair of deteriorating structural systems: policy optimization with a heuristic approach

16:12

Bayesian Updating of Rare Events with Meta Model-Based Reliability Methods

16:14

Uncertainty reduction for complex systems with higher dimensional decomposed, optimal solution spaces

16:16

CROSS ENTROPY-BASED IMPORTANCE SAMPLING IN LOW AND HIGH DIMENSIONS WITH A NEW MIXTURE MODEL

16:18

Risk assessment with enhanced Bayesian network: application to hydropower station

16:20

Probabilistic reduced-order modeling for stochastic partial differential equations

16:22

Interpolative Approach to UQ of Non-Smooth Random Quantities in the Nonlinear Schrodinger Equation

16:24

Transdimensional MCMC algorithms for Bayesian inference of random fields