Machine Learning-Assisted Discovery of Novel Reactor Designs

no code implementations • 17 Aug 2023 • Tom Savage, Nausheen Basha, Jonathan McDonough, Omar K Matar, Ehecatl Antonio del Rio Chanona

To address this challenge, we establish a machine learning-assisted approach for the design of the next-generation of chemical reactors, combining the application of high-dimensional parameterisations, computational fluid dynamics, and multi-fidelity Bayesian optimisation.

Bayesian Optimisation