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  1. Hybrid_StaticDynamic_NN_Models Hybrid_StaticDynamic_NN_Models Public

    MATLAB Codes for Training Different Candidate Hybrid All-Nonlinear Static-Dynamic Neural Network Models

    MATLAB 3 1

  2. Steady_Dynamic_MCNN Steady_Dynamic_MCNN Public

    MATLAB Codes and Python Notebooks for developing steady-state and dynamic Mass Constrained Neural Network (MCNN) models using noisy transient data

    Jupyter Notebook 3

  3. NL_Stat_Dyn_NN_Data NL_Stat_Dyn_NN_Data Public

    This repository contains the data used for training and validating the hybrid nonlinear static - nonlinear dynamic series and parallel neural network structures for three different nonlinear case s…

    1

  4. Steady_Dynamic_ECNN Steady_Dynamic_ECNN Public

    MATLAB Codes and Python Notebooks for developing steady-state and dynamic Energy Constrained Neural Network (ECNN) models using noisy transient data

    Jupyter Notebook 1

  5. Hybrid_RBF_GRABNN Hybrid_RBF_GRABNN Public

    Python (Jupyter) Notebooks for developing novel structures and training algorithms for standalone Radial Basis Function Networks (RBF) as well as hybrid Gaussian RAdial Basis Neural Networks (GRAB-…

    Jupyter Notebook 1

  6. idaes-pse idaes-pse Public

    Forked from IDAES/idaes-pse

    The IDAES Process Systems Engineering Framework

    Python