OptiML PSE
OptiML PSE
Research
Bayesian Optimization
Data-Driven Optimization
Supply Chain Optimization
Reinforcement Learning
Statistical Learning
Large Language Models
Hybrid Modelling
Process Control
Deep Learning in Chemical Engineering
News
People
Publications
Learning Resources
Contact
Jonathan McDonough
Publications
Multi-fidelity data-driven design and analysis of reactor and tube simulations
Discovery of mixing characteristics for enhancing coiled reactor performance through a Bayesian optimisation-CFD approach
Machine Learning-Assisted Discovery of Novel Reactor Designs
Cite
×