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@OptiMaL-PSE-Lab

OptiML PSE Lab

Optimisation and Machine Learning for Process Systems Engineering Group - Department of Chemical Engineering @ Imperial College London

Popular repositories Loading

  1. DeepDock DeepDock Public

    Code related to : O. Mendez-Lucio, M. Ahmad, E.A. del Rio-Chanona, J.K. Wegner, A Geometric Deep Learning Approach to Predict Binding Conformations of Bioactive Molecules

    Jupyter Notebook 160 28

  2. Data-driven-distributionally-robust-MPC Data-driven-distributionally-robust-MPC Public

    Python 22 2

  3. EvalRetro EvalRetro Public

    A repository for evaluating single-step retrosynthesis algorithms

    Python 14 2

  4. REINFORCE-PSE REINFORCE-PSE Public

    P. 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

    Python 12 2

  5. pulsed-reactor-optimisation 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.

    C++ 9 2

  6. Expensive-Black-Box-Optim-ChemEng Expensive-Black-Box-Optim-ChemEng Public

    Python 7 3

Repositories

Showing 10 of 26 repositories
  • Python 1 Apache-2.0 0 0 0 Updated Dec 9, 2024
  • DDMPC-Coursework Public

    DDMPC Coursework for the ML4CE Course at ICL

    Python 1 0 0 0 Updated Nov 28, 2024
  • Imperial-ML4CE-Course Public

    Imperial Chemical Engineering Machine Learning Course

    Jupyter Notebook 7 5 0 0 Updated Oct 25, 2024
  • Python 2 1 0 0 Updated Oct 24, 2024
  • DDO-4-ChemEng Public

    Code running in parallel with book chapter "Data-driven optimization for chemical processes: machine learning and artificial intelligence".

    Jupyter Notebook 3 3 0 0 Updated Oct 18, 2024
  • 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.

    C++ 9 MIT 2 0 0 Updated Aug 19, 2024
  • EvalRetro Public

    A repository for evaluating single-step retrosynthesis algorithms

    Python 14 MIT 2 0 0 Updated Jul 23, 2024
  • CIRL Public

    Integrating PID Controllers into the deep reinforcement learning framework.

    Python 1 MIT 1 0 0 Updated Jul 15, 2024
  • imperial_latex_templates Public Forked from ImperialCollegeLondon/imperial_latex_templates

    Official LaTeX templates employing the Imperial College London brand.

    TeX 0 7 0 0 Updated Jul 8, 2024
  • cuatro Public
    Python 3 MIT 0 5 0 Updated Apr 29, 2024

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