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Process Intelligence Research

Transforming chemical engineering with artificial intelligence.

Popular repositories

  1. ReLU_ANN_MILP ReLU_ANN_MILP Public

    With this package, you can generate mixed-integer linear programming (MIP) models of trained artificial neural networks (ANNs) using the rectified linear unit (ReLU) activation function. At the mom…

    Python 54 4

  2. SFILES2 SFILES2 Public

    Conversion between PFDs/P&IDs and SFILES 2.0 strings

    Jupyter Notebook 37 9

  3. ChemEngKG_kgtool ChemEngKG_kgtool Public

    ython package for accessing the Chemical Engineering Knowledge Graph (ChemEngKG)

    Python 2

  4. AI-in-Bio-Chemical-Engineering-Lecture-Coding AI-in-Bio-Chemical-Engineering-Lecture-Coding Public

    This repository contains Python code files used as examples during my lectures. Each lecture is organized into a separate folder for easy navigation and reference.

    Jupyter Notebook

Repositories

Showing 4 of 4 repositories
  • AI-in-Bio-Chemical-Engineering-Lecture-Coding Public

    This repository contains Python code files used as examples during my lectures. Each lecture is organized into a separate folder for easy navigation and reference.

    Jupyter Notebook 0 MIT 0 0 0 Updated May 2, 2024
  • ChemEngKG_kgtool Public

    ython package for accessing the Chemical Engineering Knowledge Graph (ChemEngKG)

    Python 2 MIT 0 0 4 Updated Apr 1, 2024
  • SFILES2 Public

    Conversion between PFDs/P&IDs and SFILES 2.0 strings

    Jupyter Notebook 37 MIT 9 0 0 Updated Mar 1, 2024
  • ReLU_ANN_MILP Public

    With this package, you can generate mixed-integer linear programming (MIP) models of trained artificial neural networks (ANNs) using the rectified linear unit (ReLU) activation function. At the moment, only TensorFlow sequential models are supported. Interfaces to either the Pyomo or Gurobi modeling environments are offered.

    Python 54 MIT 4 1 0 Updated Oct 29, 2021

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