Monday, March 18, 2019
| Time | Event | |
| 08:30 - 09:00 | Welcome of the Organizers - Organizers | |
| 09:00 - 10:00 | Uncertainty & Optimization: Friends or Foes? - Prof. Gianluca Iaccarino |
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| 10:00 - 10:40 | Optimization under uncertainty I | |
| 10:00 - 10:20 | › Airfoil Optimization Using Far-Field Analysis of the Drag Force - Elisa Morales Tirado, Italian Aerospace Research Centre | |
| 10:20 - 10:40 | › Evidence-Based Robust and Reliable Optimisation of Dynamic Complex Systems - Gianluca Filippi, University of Strathclyde | |
| 10:40 - 11:10 | Coffee break | |
| 11:10 - 12:30 | Optimization under uncertainty I | |
| 11:10 - 11:30 | › An adaptive evolutionary surrogate-based approach for single-objective bilevel optimisation - Margarita Antoniou, Jožef Stefan International Postgraduate School, Jožef Stefan Institute, Ljubljana | |
| 11:30 - 11:50 | › Near-optimal smoothing in derivative-free stochastic optimization - Friedrich Menhorn, Technical University of Munich | |
| 11:50 - 12:10 | › An implementation of LASSO using optimisation methods for piece-wise differentiable functions - Tathagata Basu, Durham University | |
| 12:10 - 12:30 | › Robust Optimisation using Voronoi-Based Archive Sampling - Jonathan Fieldsend, University of Exeter | |
| 12:30 - 14:00 | Lunch | |
| 14:00 - 15:00 | Probabilistic learning on manifolds for the small-data challenge in Uncertainty Quantification - Prof. Christian Soize |
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| 15:00 - 15:40 | Numerical methods for uncertain problems | |
| 15:00 - 15:20 | › Investigating Uncertainties with a Game-Benchmark - Vanessa Volz, Game AI research group, Queen Mary University London - Boris Naujoks, Institute for Data Science, Engineering, and Analytics TH Köln, University of Applied Sciences | |
| 15:20 - 15:40 | › Damage tolerance reliability assessment combining adaptive kriging and support vector machine - Paul Beaucaire, Cenaero ASBL | |
| 15:40 - 16:10 | Coffee break | |
| 16:10 - 17:50 | Numerical methods for uncertain problems | |
| 16:10 - 16:30 | › Recycling Krylov subspace strategies to solve stochastic elliptic equations - Nicolas Venkovic, CERFACS | |
| 16:30 - 16:50 | › Accelerated Schwarz Method for Stochastic Elliptic PDEs - Joao Reis, DeFI Team, CMAP Lab (INRIA-Saclay, Ecole Polythecnique), France | |
| 16:50 - 17:10 | › AK-MCS extension for the Efficient Estimation of Extreme Quantiles and Failure Probabilities - Nassim Razaaly, DeFI Team (INRIA Saclay Île de France, Ecole Polytechnique), CMAP Lab | |
| 17:10 - 17:30 | › Multilevel Monte Carlo estimation of Sobol' indices for sensitivity analysis - Paul Mycek, CERFACS | |
| 17:30 - 17:50 | › Level Set Methods and Frames for Nonlinear Stochastic Problems - Per Pettersson, NORCE Norwegian Research Centre |
Tuesday, March 19, 2019
| Time | Event | |
| 09:00 - 10:00 | Data-based sparse polynomial chaos expansions: applications in dynamics and machine learning - Prof. Bruno Sudret |
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| 10:00 - 10:40 | Optimization under uncertainty II | |
| 10:00 - 10:20 | › A Surrogate-Assisted Multiple Shooting Approach for Optimal Control Problems under Severe Uncertainty - Cristian Greco, University of Strathclyde | |
| 10:20 - 10:40 | › Recursive Polynomial Chaos Co-Kriging for Reliability-based Design Optimisation - Peter Zeno Korondi, University of Trieste, Esteco SpA | |
| 10:40 - 11:10 | Coffee break | |
| 11:10 - 12:30 | Optimization under uncertainty II | |
| 11:10 - 11:30 | › Optimization under Uncertainty of High Dimensional Problems using Quantile Bayesian Regression - Christian Sabater, German Aerospace Centre (DLR) | |
| 11:30 - 11:50 | › Different measure approximations for efficient constrained multi-objective optimization under uncertainty - Mickaël Rivier, ArianeGroup, Inria Saclay - CMAP | |
| 11:50 - 12:10 | › Change of Probability Measure in Weighted Empirical Cumulative Distribution Function - Domenico Quagliarella, CIRA --- Italian Aerospace Research Centre | |
| 12:10 - 12:30 | › A bi-level energy management strategy for HEVs under traffic conditions. - Arthur Le Rhun, INRIA | |
| 12:30 - 14:00 | Lunch | |
| 14:00 - 15:00 | Bayesian parameter calibration using surrogate models - Prof. Omar Knio |
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| 15:00 - 15:40 | Inference and Bayesian Calibration | |
| 15:00 - 15:20 | › Calibration of TACOT Material Database and PATO Through Bayesian Inference and Surrogate Modeling - Przemyslaw Rostkowski, University of Illinois | |
| 15:20 - 15:40 | › Robust Calibration of the Catalytic Properties of Thermal Protection Materials: Application to Plasma Wind Tunnel Experiments - Anabel del Val, von Karman Institute for Fluid Dynamics | |
| 15:40 - 16:10 | Coffee break | |
| 16:10 - 17:50 | Inference and Bayesian Calibration | |
| 16:10 - 16:30 | › Surrogate-based inversion for first-arrival seismic tomography - Pierre Sochala, BRGM Researcher | |
| 16:30 - 16:50 | › An Imprecise Probabilistic Estimator for the Transition Rate Matrix of a Continuous-Time Markov Chain - Thomas Krak, Ghent University | |
| 16:50 - 17:10 | › Quantifying the Uncertainty on Ab-Initio Rate Coefficients by means of Bayesian Machine Learning - Simone Venturi, University of Illinois at Urbana-Champaign [Urbana] | |
| 17:10 - 17:30 | › Bayesian calibration of the Peng-Robinson fluid model for siloxane MDM vapor flows in the non-ideal regime - Giulio Gori, Centre de Mathématiques Appliquées - Ecole Polytechnique | |
| 17:30 - 17:50 | › Reliability of reliability assessments - Daniel Krpelik, Department of Applied Mathematics, VSB-Technical University of Ostrava, Department of Mathematical Sciences, Durham University |
Wednesday, March 20, 2019
| Time | Event | |
| 09:00 - 10:00 | Survey of industrial practices around UQ: state of the art and challenges - Dr Fabien Mangeant | |
| 10:00 - 10:40 | Industrial and Aerospace Applications | |
| 10:00 - 10:20 | › An industry ready approach to characterization and reduction of manufacturing uncertainties - Dirk Wunsch, Numeca International | |
| 10:20 - 10:40 | › Robust design optimization of a hydrogen-based solar energy storage system using an efficient stepwise regression method for sparse polynomial chaos expansions - Diederik Coppitters, University of Mons, Vrije Universiteit Brussel | |
| 10:40 - 11:10 | Coffee break | |
| 11:10 - 12:30 | Industrial and Aerospace Applications | |
| 11:10 - 11:30 | › Uncertainty propagation in multiphysics systems of solvers: application to robust space object reentry predictions - François Sanson, DeFI Team (INRIA SIF, Ecole Polytechnique), CMAP | |
| 11:30 - 11:50 | › A particle filtering method for the opportunistic update of a space debris catalogue - Joaquin Miguez, Universidad Carlos III de Madrid [Madrid] - Manuel Sanjurjo-Rivo, Universidad Carlos III de Madrid [Madrid] | |
| 11:50 - 12:10 | › Opening chemical reaction paths in a plasma global model: an uncertainty quantification approach - Florian Marmuse, Laboratoire de Physique des Plasmas | |
| 12:10 - 12:30 | › Structured-Chromosome GA Optimisation for satellite tracking - Lorenzo Gentile, Institute of Data Science,Engineering and Analytics, TH Köln | |
| 12:30 - 14:00 | Lunch | |
| 14:00 - 16:00 | Advanced Numerical Methods | |
| 14:00 - 14:20 | › Non-intrusive method to estimate discretization errors on a turbulent single-phase flow - Solène Gouénard, CEA | |
| 14:20 - 14:40 | › Aerodynamic shape optimization of 2D and 3D wings under uncertainties - Dinesh Kumar, Uppsala Universitet [Uppsala] | |
| 14:40 - 15:00 | › Approximating Hypervolume Contributions Using Kriging - Dani Irawan, Institute for Data Science, Engineering, and Analytics TH Köln, University of Applied Sciences | |
| 15:00 - 15:20 | › Algebra for a Space Flight Algorithm - BORIS SEGRET, LabEx ESEP, Observatoire de Paris, Paris Sciences et Lettres | |
| 15:20 - 15:40 | › Energy-conserving reduced-order models for incompressible flow - Benjamin Sanderse, Centrum Wiskunde & Informatica | |
| 15:40 - 16:00 | › Decay and Re-Entry Analysis of SpaceDebris - Edmondo Minisci, University of Strathclyde | |
| 16:00 - 16:30 | Coffee break | |
| 16:30 - 17:30 | UTOPIAE Working Project Group | |
| 16:30 - 16:50 | › Application of Machine Learning Techniques for the Prediction of Free Plasma Jet Oscillatory Phenomena and Cloud Classification for In-flight Icing from Experimental Data - Barbara Arizmendi, Politecnico di Milano | |
| 16:50 - 17:10 | › Searching for an optimal and reliable design under epistemic modelling uncertainty - Daniel Krpelik, Department of Applied Mathematics, VSB-Technical University of Ostrava, Department of Mathematical Sciences, Durham University - Gianluca Filippi, University of Strathclyde - Peter Korondi, Numerical Methods Group, ESTECO SpA, Department of Engineering and Architecture | |
| 17:10 - 17:30 | › A Heuristic Solution to Non-Linear Filtering with Imprecise Probabilities - Thomas Krak, Ghent University |
