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International Workshop on Machine Learning for Aerospace, Marseille 2009

International Workshop on Machine Learning for Aerospace, Marseille 2009

13 Videos · Jul 3, 2009

About

The aim of the workshop is to discuss various cutting edge design exploration techniques for practical design problems through invited lectures from the machine learning and aerospace disciplines. The workshop is mainly focused on how machine learning methods can be used for aerospace applications, which generally contain multi-objective and multi-disciplinary features.

Workshop Topics:

#Multi-Objective Design Optimisation #Multi-Disciplinary Design Optimisation #Robust Design #Data Mining #Data Fusion

Finally, the workshop aims to encourage researchers to apply their techniques and methods to the presented problems and to encourage continued research into similar problems from the field.


The workshop homepage can be found at http://web.mac.com/davidrh/MLA09/Workshop.html

Videos

Invited Speakers

Draft
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47:13

Evaluation and Testing of Rare Event Predictors

Dragos Margineantu

calendar icon Sep 4, 2019 359 views

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01:00:30

Multi-Objective Design Exploration (MODE) - Visualization and Mapping of Design ...

Shigeru Obayashi

calendar icon Jul 20, 2009 5677 views

Pascal Invited Speakers

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49:50

Differentiable and Quasi-Differentiable Methods for Optimal Shape Design in Aero...

Olivier Pironneau

calendar icon Jul 20, 2009 4194 views

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49:18

On the Use of Supervised Learning Techniques to Speed up the Design of Aeronauti...

Gianluca Bontempi

calendar icon Jul 20, 2009 3250 views

Draft
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56:02

Automated Multi-objective Design and Optimisation of Aero-Engine Components

Shahrokh Shahpar

calendar icon Jul 20, 2009 420 views

GCOE Invited Speakers

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01:39:07

Learning and Prediction - A Survey

Kristiaan Pelckmans

calendar icon Jul 20, 2009 4026 views

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49:37

Surrogate Assisted Optimization Methods: Recent Developments and Challenges

Tapabrata Ray

calendar icon Jul 20, 2009 5628 views

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51:21

Surrogate-based Constrained Multi-Objective Optimization

Alexander Forrester

calendar icon Jul 20, 2009 8269 views

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26:32

Self-Organizing Maps to Enhance Local Performance of Multi Objective Opimization

Valentino Pediroda

calendar icon Jul 20, 2009 4823 views

Lectures

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22:33

Identification of Eigenmodes in Vibration Data

Christine Preisach

calendar icon Jul 20, 2009 8333 views

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22:21

Multi-Objective Design Exploration (MODE) - Aerodynamic Applications at Tohoku U...

Daisuke Sasaki

calendar icon Jul 20, 2009 3731 views

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22:17

Knowledge Extraction from Aerodynamic Design Data and its Application to 3D Turb...

Lars Graening

calendar icon Jul 20, 2009 4889 views

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24:43

Surrogate-Based Optimization at ONERA: Some Recent Examples

Mickaël Meunier

calendar icon Jul 20, 2009 4746 views

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