MASCOT-NUM Annual Conference
Program
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To download |
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Monday 18 March
08.30 |
Opening of the welcome desk |
09.30 |
Welcome Address |
| 9.45 | Chair: Bertrand Iooss, EDF |
Dimension reduction of the input parameter space for potentially vector valued functions |
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10.45 |
Coffee break |
11.00 |
Estimation of Borgonovo's moment independent importance measures |
Chair: Sébastien Da Veiga, Safran |
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11.30 |
Bayesian optimization in effective dimensions via kernel-based sensitivity indices |
12.00 |
Gaussian process regression models under linear inequality conditions |
12.30 |
Lunch |
Chair: Julien Bect, CentraleSupelec |
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14.00 |
Dimension reduction for the Bayesian optimization of shapes |
14.30 |
Stochastic inversion under functional uncertainties |
Chair: Miguel Munoz Zuniga, IFPEN |
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15.00 |
Poster Blitz 1 |
| Surrogate modeling of stochastic simulators using Karhunen-Loeve expansions S. Azzi, Telecom ParisTech, LTCI, Univ. Paris-Saclay Abstract |
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| Interpretability of statistical learning models in an industrial context C. Benard, Safran Tech, Sorbonne Univ. Abstract |
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| Gaussian process metamodeling for functional-input coastal ooding code J. Betancourt, Toulouse Mathematics Institute, Univ. Paul Sabatier Abstract Poster |
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| Blackbox optimization and decomposition method for maintenance scheduling T. Bittar, CERMICS, Ecole des Ponts ParisTech/PRISME Department, EDF R&D Abstract Poster |
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| Improvement of error covariance matrix computation in variational methods S. Cheng, EDF R&D LIMSI, CNRS, Univ.Paris-Sud, Univ. Paris-Saclay Abstract Poster |
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| Chance constraint optimization of a complex system - Application to the design of a floating onshore wind turbine A. Cousin, IFPEN & Ecole Polytechnique Abstract Poster |
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| Clustering multivariate functional data defined on random domains: an application to vehicle trajectories analysis S. Golovkine, National School for Statistic and Information Analysis (ENSAI) Abstract Poster |
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| Polynomial chaos expansion for wave propagation A. Goupy, CEA & ENS Paris-Saclay Abstract |
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| Principal Component Analysis and ”boosted” weighted least-squares method for training tree tensor networks Cecile Haberstich, Ecole Centrale Nantes Abstract |
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| Sensitivity analysis of an avalanche flow dynamics model using aggregated indices M-B Heredia, Irstea, Univ. Grenoble Alpes Abstract Poster |
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| 15.30 | Coffee break |
Chair: Anthony Nouy, Ecole Centrale Nantes |
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16.00 |
Stochastic spectral embedding for Bayesian inverse problems |
16.30 |
Conditional quantile optimization via branch and bound strategies |
Chair: Miguel Munoz Zuniga, IFPEN |
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17.00 |
Poster Blitz 2 |
| Maximum entropy on the mean approach to solve inverse problems with an application in computational thermodynamics E.Lawrence, Univ. Paris Saclay, CEA DEN SCCME Abstract |
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| Sparse polynomial chaos expansions: benchmark of compressive sensing solvers and experimental design techniques N. Luthen, ETH Zurich, Switzerland Abstract Poster |
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| A predictive data Driven approach based on reduced order models for the morphodynamic study of a coastal water intake R-S Mouradi, EDF R&D LNHE, CERFACS, Univ. Toulouse, INPT Abstract Poster |
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| Extended principal component analysis algorithmfor adaptive model reduction in inverse problems A. Mukhin, Moscow Institute of Physics and Technology Abstract |
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| Combining geostatistics and numerical simulations to improve estimations of pollution plumes in ground-water L. Pannecoucke, Mines ParisTech, Centre de Géosciences Abstract Poster |
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| Metamodelling for spatial outputs with functional PCA. Application to marine flooding T.V.E. Perrin, Ecole des Mines de Saint-Etienne Abstract Poster |
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| Robust uncertainty quanti cation of a risk mea-surement from a computer code J. Stenger, Univ.Toulouse III - Paul Sabatier Abstract |
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| Optimisation of multi-year planning strategies to better integrate renewable energies and new electricity uses in the distribution grid B. Tebbal Barracosa, L2S, CentraleSupelec, Univ. Paris-Saclay, EDF R&D Abstract |
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| A rigorous framework to describe margins A.Touboul, CERMICS - Univ. Paris-Est Abstract |
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| Emulating the response PDF of stochastic simulators using sparse generalized lambda models X. Zhu, ETH Zurich Abstract Poster |
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| 17.30 18.30 |
Poster Session |
| 18.30 | Voting session for the best oral and poster award Session reserved for members of the Scientific and Executive Committees |
Tuesday 19 March
08.15 |
Opening of the welcome desk |
9.00 |
Opening Address |
09.05 |
Course: A short introduction to data assimilation (1/2) |
10.35 |
Coffee break |
Chair: Guillaume Perrin, CEA |
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11.05 |
Privacy sets revisited |
11.50 |
Finding a compromise between information and regret in clinical trials |
12.35 |
Lunch |
Chair: Clémentine Prieur, Univ. Grenoble-Alpes |
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14.00 |
Measures minimizing regularized dispersion |
14.45 |
Bayesian sequential strategies for computer experiments |
15.30 |
Model-based robust design in industry |
16.15 |
Coffee break |
Chair: Céline Helbert, Ecole Centrale Lyon |
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16.45 |
Tumour caracterization from positron emission tomography imaging data |
17.30 |
Space-filling designs based on rényi entropy |
| 18.15 | End of the day's lectures |
| 20.00 | Conference Dinner Restaurant Rural by Marc Veyrat - Palais des Congrès (level 0) 2 Place de la Porte Maillot (or 78 boulevard Gouvion St Cyr) Paris 17è |
Wednesday 20 March |
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8.30 |
Opening of the welcome desk |
09.00 |
Course: A short introduction to data assimilation (2/2) |
10.30 |
Coffee break |
Chair: Josselin Garnier, Ecole Polytechnique |
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11.00 |
Synthesis of geological images using deep learning techniques |
11.45 |
Machine learning techniques in industry. Application to oil refining |
12.05 |
An optimal balance between explorations and repetitions in sensitivity analysis |
12.50 |
Efficient Topological and morphological characterization of 3D complex microstructures |
13.10 |
Lunch |
Chair: Delphine Sinoquet, IFPEN |
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14.10 |
Multi-objective Bayesian optimization with reference point |
14.55 |
Statistical 3D analysis of foam bubbles in poreous media using a large NoSQL Database |
15.15 |
Detecting and exploiting the low-effective dimension of multivariate problems using gradient information |
16.00 |
Optimization and reliability design of a floating offshore wind turbine |
16.20 |
GDR MASCOT-NUM |
16.30 |
End of the conference |
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