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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People
Publications
Learning Resources
Contact
Mehmet Mercangoz
Publications
ARRTOC: Adversarially Robust Real-Time Optimization and Control
Machine learning in process systems engineering: Challenges and opportunities
Linearizing nonlinear dynamics using deep learning
A hybrid data-driven and mechanistic model soft sensor for estimating CO2 concentrations for a carbon capture pilot plant
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