Skip to content
@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 152 26

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

    Python 18 2

  3. 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 1

  4. EvalRetro EvalRetro Public

    A repository for evaluating single-step retrosynthesis algorithms

    Python 11 1

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

    Python 7 3

  6. 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++ 7 1

Repositories

Showing 10 of 20 repositories
  • cuatro Public
    OptiMaL-PSE-Lab/cuatro’s past year of commit activity
    Python 3 MIT 0 5 0 Updated Apr 29, 2024
  • humbo Public Forked from trsav/humbo
    OptiMaL-PSE-Lab/humbo’s past year of commit activity
    Python 1 MIT 1 0 0 Updated Apr 15, 2024
  • Expensive-Black-Box-Optim-ChemEng Public
    OptiMaL-PSE-Lab/Expensive-Black-Box-Optim-ChemEng’s past year of commit activity
    Python 7 MIT 3 0 0 Updated Apr 12, 2024
  • DD-Hierarchical Public

    Exploring data-driven techniques for the hierarchical integration of planning, scheduling, and control

    OptiMaL-PSE-Lab/DD-Hierarchical’s past year of commit activity
    Python 1 0 0 0 Updated Apr 12, 2024
  • EvalRetro Public

    A repository for evaluating single-step retrosynthesis algorithms

    OptiMaL-PSE-Lab/EvalRetro’s past year of commit activity
    Python 11 MIT 1 0 0 Updated Apr 5, 2024
  • imperial_latex_templates Public Forked from ImperialCollegeLondon/imperial_latex_templates

    Official LaTeX templates employing the Imperial College London brand.

    OptiMaL-PSE-Lab/imperial_latex_templates’s past year of commit activity
    TeX 0 6 0 0 Updated Feb 23, 2024
  • auto_discov_kin_rate_models Public

    Complete code and data for reproducibility of results presented in paper.

    OptiMaL-PSE-Lab/auto_discov_kin_rate_models’s past year of commit activity
    Julia 2 Apache-2.0 0 0 0 Updated Feb 16, 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.

    OptiMaL-PSE-Lab/pulsed-reactor-optimisation’s past year of commit activity
    C++ 7 MIT 1 0 0 Updated Oct 10, 2023
  • 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)

    OptiMaL-PSE-Lab/control_neuralode’s past year of commit activity
    Julia 0 MIT 1 0 0 Updated Aug 10, 2023
  • rmpa Public
    OptiMaL-PSE-Lab/rmpa’s past year of commit activity
    Python 0 MIT 0 0 0 Updated Feb 27, 2023
View all repositories

People

This organization has no public members. You must be a member to see who’s a part of this organization.

Top languages

Loading…

Most used topics

Loading…