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Number of visits: 94432


14:30 - 16:15

Technical sessions
IS - Advanced Computational Tools for Data Assimilation and Inverse Analysis

Invited Session organized by Ludovic Chamoin

MoA05I02

Room: Sala Acantilado 2

Chair: Ludovic Chamoin

Reduced-order modeling for uncertainty quantification in cardiac electrophysiology

S. Pagani, A. Manzoni and A. Quarteroni

Abstract

Deep convolution neural networks in classification of metals microstructure

B. Mulewicz, G. Korpala, J. Kusiak and U.  Prahl

Abstract

Numerical benchmarks for the comparison of inverse modeling techniques to identify building wall thermal resistance

J. Waeytens, K. Zibouche, S. Thébault, R. Bouchié, V. Le Sant, T.-H. Ha, V. Feuillet and L. Ibos

Abstract

Data-free likelihood informed subspace for dimension reduction of Bayesian inverse problems

O. Zahm, T. Cui and Y. Marzouk

Abstract

Identification of the multiscale material model based on a stochastic internal variable

D. Szeliga, L. Sztangret, K. Klimczak, J. Kusiak and M. Pietrzyk

Abstract

Multiscale Inverse Analysis Tools for Defect and/or Sources Identi cation

M.M Groz, A. Meziane, A. Sommier, C. Pradere and E. Abisset-Chavanne

Abstract

Transport maps sampling with PGD model reduction for real-time Bayesian data assimilation

L. Chamoin, P.B. Rubio and F.  Louf

Abstract

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