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surrogate-based-optimization

Here are 28 public repositories matching this topic...

sambo
trust-region-filter-optimization

This repository is part of a Master's degree thesis project in the Chemical Engineering Department of Politecnico di Milano and written by Hikmet Batuhan Oztemel. This project focuses on applying Trust Region Filter (TRF) methods in surrogate-based optimization (SBO) for chemical process optimization in methanol synthesis plant with Aspen Plus.

  • Updated Mar 13, 2025
  • Python
knowledge-surrogate-opt

A transformative approach to manufacturing optimization, focusing on the textile forming process. This research synergizes domain-specific knowledge with simulation modeling and introduces Bayesian optimization for efficient parameter space exploration.

  • Updated Jan 12, 2024
  • Python

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