Scientific Programme
| Heures |
événement |
|
|
08:30 - 09:00
|
Welcome of the Organizers - Organizers |
|
|
09:00 - 10:00
|
Uncertainty & Optimization: Friends or Foes? - Prof. Gianluca Iaccarino |
|
|
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
|
Pause café |
|
|
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
|
Déjeuner |
|
|
14:00 - 15:00
|
Probabilistic learning on manifolds for the small-data challenge in Uncertainty Quantification - Prof. Christian Soize |
|
|
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
|
Pause café |
|
|
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 |
|
| Heures |
événement |
|
|
09:00 - 10:00
|
Data-based sparse polynomial chaos expansions: applications in dynamics and machine learning - Prof. Bruno Sudret |
|
|
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
|
Pause café |
|
|
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
|
Déjeuner |
|
|
14:00 - 15:00
|
Bayesian parameter calibration using surrogate models - Prof. Omar Knio |
|
|
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
|
Pause café |
|
|
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 |
|
| Heures |
événement |
|
|
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
|
Pause café |
|
|
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
|
Déjeuner |
|
|
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
|
Pause café |
|
|
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 |
|
|
