Quantitative Finance, Differential Equations, Option Pricing, Deep Neural Networks, Pytorch.
Reference[1]. Formulation of Neural Network for Deep Galerkin Method given by the Paper U, W are the learnable parameters (weights) for the model. L (number of layers) is controlled by the parameter n_layers Modelling The Black Scholes PDE for European Call Option is given by: PDE, Boundary and