Search Results for author: Mohamed Ayeb

Found 1 papers, 1 papers with code

Enhancing Multi-Objective Optimization through Machine Learning-Supported Multiphysics Simulation

1 code implementation22 Sep 2023 Diego Botache, Jens Decke, Winfried Ripken, Abhinay Dornipati, Franz Götz-Hahn, Mohamed Ayeb, Bernhard Sick

This paper presents a methodological framework for training, self-optimising, and self-organising surrogate models to approximate and speed up multiobjective optimisation of technical systems based on multiphysics simulations.

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