Mascot-Num 2023

Program

First morning session (chair: Julien Bect)

9h00 – Elizabeth Qian (Georgia Tech)
☞ Scalable engineering decision-making via multifidelity Sobol sensitivity analysis
☞ [abs] [slides]
9h50 – PhD talk 1: Paul Saves (ONERA – ISAE-SUPAERO)
☞ A new mixed-categorical correlation kernel for Gaussian process
☞ [abs] [slides]
10h20 – PhD talk 2: Elias Fekhari (EDF R&D – Université Nice Côte d'Azur)
☞ Target sensitivity informed reliability analysis for offshore wind turbine fatigue assessment
☞ [abs] [slides]
10h50 – Coffee break

Second morning session (chair: Bertrand Iooss)

11h15 – PhD talk 3: Iain Henderson (INSA Toulouse)
☞ Physics-informed Kriging with applications to inverse problems involving PDEs
☞ [abs] [slides]
11h45 – Poster blitz I: 23 PhD posters
☞ [abs]
12h30 – Lunch

First afternoon session (chair: Anthony Nouy)

14h00 – PhD talk 4: Subhasish Basak (ANSES – Université Paris-Saclay, CNRS, CentraleSupélec, L2S)
☞ Bayesian multi-objective optimization for stochastic simulators
☞ [abs] [slides]
14h30 – PhD talk 5: Lea Friedli (Université de Lausanne, ISTE)
☞ An energy-based model approach to the estimation of rare event probabilities
☞ [abs] [slides]
15h00 – Poster blitz II: 23 PhD posters
☞ [abs]
15h45 – Coffee break

Second afternoon session (chair: Guillaume Perrin)

16h15 – PhD talk 6: Charlie Sire (BRGM – EMSE, CNRS, LIMOS – IRSN)
☞ Augmented quantization : a general approach to mixture models
☞ [abs] [slides]
16h45 – PhD talk 7: Alexandra Würth (Centre Inria d'Université Côte d'Azur)
☞ Combining physics models and Gaussian processes for traffic prediction
☞ [abs] [slides]
17h15 – PhD talk 8: Marouane Il Idrissi (Université Toulouse III Paul Sabatier, IMT – EDF R&D – SINCLAIR)
☞ Coalitional decompositions of quantities of interest: an input-centric point of view
☞ [abs] [slides]
17h45 – Poster session I
☞ [abs]
19h00 – End

First morning session (chair: Nicolas Bousquet)

8h30 – Pierre Chainais (Centrale Lille, CRIStAL)
☞ Efficient sampling methods to solve inverse problems with credibility intervals (part 1)
☞ [abs] [slides]
9h45 – Bernard Bercu (Université de Bordeaux, IMB)
☞ A giant python and a lazy elephant talking in a Chinese restaurant
☞ [abs] [slides]
10h15 – Coffee break

Second morning session (chair: Sébastien Da Veiga)

10h45 – Toni Karvonen (University of Helsinki)
☞ Parameter estimation and uncertainty quantification for Gaussian process interpolation
☞ [abs] [slides]
11h30 – Elisabeth Gassiat (Université Paris-Saclay, CNRS, LMO)
☞ Still blind deconvolution
☞ [abs] [slides]
12h15 – Lunch

First afternoon session (chair: Clémentine Prieur)

14h00 – Agnès Lagnoux (Université Toulouse Jean Jaurès, IMT)
☞ New estimation of sensitivity indices using kernels
☞ [abs] [slides]
14h45 – Alain Rouault (Université Paris-Saclay, UVSQ, CNRS, LMV)
☞ Walking with Fabrice among large deviations and sum rules
☞ [abs] [slides]
15h30 – Coffee break

Second afternoon session (chair: Thierry Klein)

16h00 – Elisabeth Ullmann (T.U. Munich)
☞ Rare event estimation with PDE-based models
☞ [abs]
16h45 – Marc Lavielle (INRIA Saclay)
☞ Modelling and simulation in pharmacometrics: some methods, tools and still open problems
☞ [abs] [slides]
17h30 – Poster session II
☞ [abs]
19h00 – End

First morning session (chair: Sidonie Lefebvre)

8h30 – Pierre Chainais (Centrale Lille, CRIStAL)
☞ Efficient sampling methods to solve inverse problems with credibility intervals (part 2)
☞ [abs] [slides]
9h45 – Coffee break

Second morning session (chair: Emmanuel Vazquez)

10h15 – Eric Moulines (École Polytechnique, CMAP)
☞ Uncertainty quantification in a federated learning setting
☞ [abs] [slides]
11h – Mireille Bossy (INRIA)
☞ Stochastic approach to model reduction in computational fluid mechanics.
☞ Application to wind time series
☞ [abs] [slides]
11h45 – MASCOT-NUM talk
12h00 – Lunch

Online user: 3

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