7 citations · 8 across the 5 of their papers we have counts for
3 papers · 1 filter
Machine Learning-Assisted Discovery of Flow Reactor Designs
Tom Savage, Nausheen Basha, Jonathan McDonough +3
Additive manufacturing has enabled the fabrication of advanced reactor geometries, permitting larger, more complex design spaces. Identifying promising configurations within such s…
Discovery of mixing characteristics for enhancing coiled reactor performance through a Bayesian Optimisation-CFD approach
Nausheen Basha, Thomas Savage, Jonathan McDonough +2
Processes involving the manufacture of fine/bulk chemicals, pharmaceuticals, biofuels, and waste treatment require plug flow characteristics to minimise their energy consumption an…
Multi-Fidelity Data-Driven Design and Analysis of Reactor and Tube Simulations
Tom Savage, Nausheen Basha, Jonathan McDonough +2
The development of new manufacturing techniques such as 3D printing have enabled the creation of previously infeasible chemical reactor designs. Systematically optimizing the highl…