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@gsi-lab

GSI Research Group

A leading research lab between Process System Engineering and AI @ Technical University of Denmark

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  1. MOSKopt MOSKopt Public

    Simulation-based stochastic black-box optimization under uncertainty using Stochastic Kriging and Monte Carlo simulation

    MATLAB 23 4

  2. easyGSA easyGSA Public

    Efficient global sensitivity analysis using mechanistic or machine learning models

    13 1

  3. SPDLab SPDLab Public

    Flowsheet synthesis workflows for wastewater treatment plants

    MATLAB 5

  4. ww-models ww-models Public

    Repository for wastewater-related research @ GSI Research Group

    C 1

  5. deepGSA deepGSA Public

    Plant data-driven process insights generated by state-of-the-art Deep Learning technologies.

    2 1

  6. GC-GNN GC-GNN Public

    repository for Group-contribution based Graph neural Networks

    Python 19 2

Repositories

Showing 10 of 17 repositories
  • Electrosynthesis_of_Ibuprofen Public

    Repository for techno-economic assessment of modular continuous-flow electrosynthesis for green ibuprofen manufacturing

    gsi-lab/Electrosynthesis_of_Ibuprofen's past year of commit activity
    Python 1 0 0 0 Updated Aug 24, 2026
  • MOSKopt_Python Public

    Advanced simulation-based optimization framework with AVEVA™ Process Simulation integration, featuring enhanced acquisition functions and robust failure handling.

    gsi-lab/MOSKopt_Python's past year of commit activity
    Python 5 0 0 0 Updated Aug 24, 2026
  • IbuprofenModularDesign Public

    Repository for modular design and supervisory control for enhanced economic resilience of ibuprofen continuous manufacturing process

    gsi-lab/IbuprofenModularDesign's past year of commit activity
    Python 1 0 0 0 Updated Aug 24, 2026
  • gc-gnnv2 Public Forked from arnaou/gc-gnn

    Interpretable graph neural networks with group-embedded molecular representations for predicting pure compound properties

    gsi-lab/gc-gnnv2's past year of commit activity
    Python 0 MIT 1 0 0 Updated Aug 2, 2026
  • APS-Agent Public

    Aveva Process Simulation MCP agent

    gsi-lab/APS-Agent's past year of commit activity
    Python 6 MIT 2 0 0 Updated Jun 11, 2026
  • gc-gnn-papers Public Forked from arnaou/gc-gnn-papers

    Reproduction of results from the development and application of GC-GNN (2023) on pure component properties

    gsi-lab/gc-gnn-papers's past year of commit activity
    Jupyter Notebook 0 1 0 0 Updated Jun 1, 2026
  • GC-GNN Public

    repository for Group-contribution based Graph neural Networks

    gsi-lab/GC-GNN's past year of commit activity
    Python 19 MIT 2 1 0 Updated Mar 27, 2026
  • ammonium-nitrate-evt-2026 Public

    Companion Mathematica notebooks and symbolic derivations for the paper "Applying Extreme Value Theory to a Century of Ammonium Nitrate Disasters" (Risk Analysis, 2026, DOI: 10.1111/risa.70194)

    gsi-lab/ammonium-nitrate-evt-2026's past year of commit activity
    Wolfram Language 0 MIT 0 0 0 Updated Mar 26, 2026
  • FlexiblePtA_Economics Public
    gsi-lab/FlexiblePtA_Economics's past year of commit activity
    Python 0 MIT 0 0 0 Updated Mar 12, 2026
  • globalsensitivityanalysis Public

    This repository contains an implementation of the Morris screening method for global sensitivity analysis, based on the work by Morris (1991) and Campolongo and Saltelli (1997). The method is used to identify the most influential input parameters in a model by generating elementary effects.

    gsi-lab/globalsensitivityanalysis's past year of commit activity
    MATLAB 0 0 0 0 Updated Feb 2, 2026
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