Process Intelligence Research's repositories
ReLU_ANN_MILP
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.
AI-in-Bio-Chemical-Engineering-Lecture-Coding
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.
ChemEngKG_kgtool
ython package for accessing the Chemical Engineering Knowledge Graph (ChemEngKG)
computational_practicum_lecture_coding
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.
optimization-over-KANs
Deterministic global optimization over trained Kolmogorov Arnold Networks