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Process Intelligence Research

Transforming chemical engineering with artificial intelligence.

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  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 60 8

  2. SFILES2 SFILES2 Public

    Conversion between PFDs/P&IDs and SFILES 2.0 strings

    Jupyter Notebook 44 14

  3. 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 6

  4. ChemEngKG_kgtool ChemEngKG_kgtool Public

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

    Python 4 2

  5. computational_practicum_lecture_coding computational_practicum_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 1

  6. detectron2 detectron2 Public

    Forked from facebookresearch/detectron2

    Detectron2 is a platform for object detection, segmentation and other visual recognition tasks.

    Python

Repositories

Showing 7 of 7 repositories
  • computational_practicum_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.

    process-intelligence-research/computational_practicum_lecture_coding’s past year of commit activity
    Jupyter Notebook 1 MIT 0 1 0 Updated Dec 22, 2024
  • 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.

    process-intelligence-research/AI-in-Bio-Chemical-Engineering-Lecture-Coding’s past year of commit activity
    Jupyter Notebook 6 MIT 0 0 0 Updated Dec 9, 2024
  • Workshop Public
    process-intelligence-research/Workshop’s past year of commit activity
    Jupyter Notebook 0 0 0 0 Updated Dec 2, 2024
  • SFILES2 Public

    Conversion between PFDs/P&IDs and SFILES 2.0 strings

    process-intelligence-research/SFILES2’s past year of commit activity
    Jupyter Notebook 44 MIT 14 0 0 Updated Nov 26, 2024
  • detectron2 Public Forked from facebookresearch/detectron2

    Detectron2 is a platform for object detection, segmentation and other visual recognition tasks.

    process-intelligence-research/detectron2’s past year of commit activity
    Python 0 Apache-2.0 7,692 0 0 Updated Sep 21, 2024
  • ChemEngKG_kgtool Public

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

    process-intelligence-research/ChemEngKG_kgtool’s past year of commit activity
    Python 4 MIT 2 0 5 Updated Apr 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.

    process-intelligence-research/ReLU_ANN_MILP’s past year of commit activity
    Python 60 MIT 8 1 0 Updated Oct 29, 2021

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