International Workshop on Machine Learning for Aerospace, Marseille 2009

International Workshop on Machine Learning for Aerospace, Marseille 2009

11 Lectures · 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

Related categories

Uploaded videos:

Invited Speakers

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01:00:30

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

Shigeru Obayashi

Jul 20, 2009

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5654 Views

Invited Talk

Pascal Invited Speakers

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49:18

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

Gianluca Bontempi

Jul 20, 2009

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3229 Views

Invited Talk
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49:50

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

Olivier Pironneau

Jul 20, 2009

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4166 Views

Lecture

GCOE Invited Speakers

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51:21

Surrogate-based Constrained Multi-Objective Optimization

Alexander Forrester

Jul 20, 2009

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8200 Views

Lecture
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26:32

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

Valentino Pediroda

Jul 20, 2009

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4800 Views

Invited Talk
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01:39:07

Learning and Prediction - A Survey

Kristiaan Pelckmans

Jul 20, 2009

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3986 Views

Invited Talk
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49:37

Surrogate Assisted Optimization Methods: Recent Developments and Challenges

Tapabrata Ray

Jul 20, 2009

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5586 Views

Invited Talk

Lectures

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22:17

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

Lars Graening

Jul 20, 2009

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4862 Views

Lecture
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24:43

Surrogate-Based Optimization at ONERA: Some Recent Examples

Mickaël Meunier

Jul 20, 2009

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4722 Views

Lecture
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22:21

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

Daisuke Sasaki

Jul 20, 2009

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3703 Views

Lecture
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22:33

Identification of Eigenmodes in Vibration Data

Christine Preisach

Jul 20, 2009

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8308 Views

Lecture