The use of neural networks to represent the physical system.
In this code I write the manual derivation of neural network (without library like tensorflow, keras, pytorch) to do a parameter estimation with a grey-box approach. If you want to know more the detail, please read my article in medium: https://lucaselbert.medium.com/parameter-identification-with-neural-network-grey-box-approach-41e72d76151