Develop Artificial Neural Network model for Prediction Equation

I have Two Prediction Equations inputs and actual measured values though the Laboratory testing and I need to develop ANN based prediction model based on the inputs of the two equations.

1- Concept Chart for the network to be presented in the paper.
2- Method Statement.
2- ANN-Based Prediction Model for Hirsch Model.
3- ANN-Based Prediction Model for Alkhateeb Model.

Please refer to the attached sample.