OptiML PSE Lab
Popular repositories
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REINFORCE-PSE
REINFORCE-PSE PublicP. Petsagkourakis, I. O. Sandoval, E. Bradford, D. Zhang, E.A. del Rio-Chanona, Reinforcement learning for batch bioprocess optimization, Computers & Chemical Engineering, Volume 133, 2020
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pulsed-reactor-optimisation
pulsed-reactor-optimisation PublicThis repository contains code to optimise the geometric parameters and operating conditions of a computational fluid dynamics model of a pulsed flow helical tube reactor.
Repositories
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- DD-Hierarchical Public
Exploring data-driven techniques for the hierarchical integration of planning, scheduling, and control
- imperial_latex_templates Public Forked from ImperialCollegeLondon/imperial_latex_templates
Official LaTeX templates employing the Imperial College London brand.
- auto_discov_kin_rate_models Public
Complete code and data for reproducibility of results presented in paper.
- pulsed-reactor-optimisation Public
This repository contains code to optimise the geometric parameters and operating conditions of a computational fluid dynamics model of a pulsed flow helical tube reactor.
- control_neuralode Public Forked from IlyaOrson/control_neuralode
On the use of NeuralODEs as optimal control policies: I.O. Sandoval, P. Petsagkourakis, E. A. del Rio-Chanona, “Neural ODEs as Feedback Policies for Nonlinear Optimal Control” The 22nd World Congress of the International Federation of Automatic Control (IFAC 2023)
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