Thesis of Theo Rabut

Algorithms and machine learning for the optimization of chemical processes

Start date: 01/01/2021
End date (estimated): 01/01/2024

Advisor: Hamamache Kheddouci

The thesis is part of the SMAPI project, which plans to develop a digital solution for the development and optimization of pilot-scale processes integrating the current power of online sensors and analyzers, coupled with artificial intelligence tools. The research issues of the thesis are:
- modeling of particular chemical data (discrete, continuous, categorical, etc.).
- use of machine learning algorithms to optimize various chemical processes.