Neural Networks, Physics Informed, Deep Learning, Machine Learning, AI.
The residual component is given by: Equation 7 The first and second derivatives, di/dt and d²i/dt², required by Equation 6 are provided by the automatic differentiation function in the PyTorch and TensorFlow neural network platforms. Initial condition 1 In this circuit example, the first initial