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Identification of Physical Parameters Using Change-Point Kernels

Chiplunkar, Ankit and Rachelson, Emmanuel and Colombo, Michele and Morlier, Joseph Identification of Physical Parameters Using Change-Point Kernels. (2016) In: SIAM Uncertainty Quantification 2016, 5 April 2016 - 8 April 2016 (Lausanne, Switzerland).

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Engineering design is a costly exercise, primarily because gathering data for various design cases requires constructing and experimenting on that design point. Hence engineers learn basic principles of the system and construct more detailed models based on the initial principles and simplifying assumptions. Eg. FEM in structural design or CFD in fluid simulations. We estimate the physical parameters, experimental data for tensile test of AL6061 and lift diagrams for XFLR5 airfoil using change-point kernels.

Item Type:Conference or Workshop Item (Poster)
HAL Id:hal-01561678
Audience (conference):International conference proceedings
Uncontrolled Keywords:
Institution:Other partners > Airbus (FRANCE)
French research institutions > Centre National de la Recherche Scientifique - CNRS (FRANCE)
Université de Toulouse > Ecole nationale supérieure des Mines d'Albi-Carmaux - IMT Mines Albi (FRANCE)
Université de Toulouse > Institut National des Sciences Appliquées de Toulouse - INSA (FRANCE)
Université de Toulouse > Institut Supérieur de l'Aéronautique et de l'Espace - ISAE-SUPAERO (FRANCE)
Université de Toulouse > Université Toulouse III - Paul Sabatier - UT3 (FRANCE)
Laboratory name:
Deposited On:13 Jul 2017 09:06

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