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Frontiers of Uncertainty Quantification in Engineering

Thursday – 07.09.2017

08:40

iCal
Prof. Dongbin Xiu | Ohio State University | United States

Prof. Lori Graham-Brady | Johns Hopkins University | United States

Keynote Talks

Room:
OvMF Main Lecture Hall

Topic:

Form of presentation:
Keynote

Duration:
100 Minutes

08:40

Sequential Approximation Algorithms for Big Data

09:30

The Role of Stochastic Simulation in Mechanics of Materials at Multiple Scales

10:50

iCal
PhD Martin Eigel | WIAS | Germany

Prof. Dimos Charmpis | University of Cyprus | Cyprus

PhD Matthieu MARTIN | EPFL | Switzerland

Anoop Kodakkal | TU München | Germany

Prof. Daan Crommelin | CWI Amsterdam | Netherlands

Contributed Talks

Room:
OvMF Main Lecture Hall

Topic:

Form of presentation:
Oral Presentation

Duration:
100 Minutes

10:50

Stochastic topology optimisation with hierarchical tensor reconstruction

11:10

Computationally efficient handling of successive analyses required in structural design optimization under uncertainty

11:30

Risk average optimal control problem for elliptic PDEs with uncertain coefficients

11:50

Two Step Uncertainty Quantification Using Gradient Enhanced Stochastic Collocation for Geometric Uncertainties

12:10

A clustering method for uncertainty propagation with dependent inputs

14:00

iCal
Daniel Walter | Technische Universität München | Germany

Laurence Cook | University of Cambridge | United Kingdom

Andreas Van Barel | KU Leuven | Belgium

Friedrich Menhorn | Technical University of Munich | Germany

Sebastian Thelemann | TU München | Germany

Contributed Talks

Room:
OvMF Main Lecture Hall

Topic:

Form of presentation:
Oral Presentation

Duration:
100 Minutes

14:00

A sparse control approach to Optimal Design of Experiments for PDEs

14:20

Generalized Information Reuse for Optimization Under Uncertainty of Non-Sample Average Metrics

14:40

Robust optimization of PDE constrained systems using a multilevel Monte Carlo method

15:00

Derivative-Free Stochastic Constrained Optimization using Gaussian Processes, with Application to a Scramjet

15:20

Evaluation of Different Robustness Measures for Crashworthiness Problems

16:10

iCal
PhD Marco Broccardo | ETH Zurich | Switzerland

Manuel Marschall | WIAS Berlin | Germany

PhD Steven Mattis | TUM | Germany

Dr. Sheri Martinelli | The Pennsylvania State University | United States

Laurent van den Bos | CWI Amsterdam | Netherlands

Contributed Talks

Room:
OvMF Main Lecture Hall

Topic:

Form of presentation:
Oral Presentation

Duration:
100 Minutes

16:10

A Hierarchical Bayesian Framework for Modeling Induced Seismicity Hazard Associated with Deep Underground Fluid Injection

16:30

Sampling-free Bayesian inversion with adaptive hierarchical tensor representation

16:50

Measure-Theoretic Stochastic Inversion of Groundwater Problems

17:10

Impacts of forcing due to turbulent boundary layer uncertainty on modal response functions in structural acoustics

17:30

Fast Bayesian model calibration by using non-intrusive interpolating surrogate methods