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
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Nausheen Basha
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
Deep Gaussian Process-based Multi-fidelity Bayesian Optimization for Simulated Chemical Reactors
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