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

Evaluation and Testing of Rare Event Predictors
Sep 4, 2019
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359 views

Multi-Objective Design Exploration (MODE) - Visualization and Mapping of Design ...
Jul 20, 2009
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5659 views
Pascal Invited Speakers

Differentiable and Quasi-Differentiable Methods for Optimal Shape Design in Aero...
Jul 20, 2009
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4178 views

On the Use of Supervised Learning Techniques to Speed up the Design of Aeronauti...
Jul 20, 2009
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3239 views

Automated Multi-objective Design and Optimisation of Aero-Engine Components
Jul 20, 2009
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420 views
GCOE Invited Speakers

Learning and Prediction - A Survey
Jul 20, 2009
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3997 views

Surrogate Assisted Optimization Methods: Recent Developments and Challenges
Jul 20, 2009
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5602 views

Surrogate-based Constrained Multi-Objective Optimization
Jul 20, 2009
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8223 views

Self-Organizing Maps to Enhance Local Performance of Multi Objective Opimization
Jul 20, 2009
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4810 views
Lectures

Identification of Eigenmodes in Vibration Data
Jul 20, 2009
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8318 views

Multi-Objective Design Exploration (MODE) - Aerodynamic Applications at Tohoku U...
Jul 20, 2009
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3710 views

Knowledge Extraction from Aerodynamic Design Data and its Application to 3D Turb...
Jul 20, 2009
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4869 views

Surrogate-Based Optimization at ONERA: Some Recent Examples
Jul 20, 2009
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4734 views