Quantitative Finance, Differential Equations, Option Pricing, Deep Neural Networks, Pytorch.
Approximating Black Scholes Pricing PDE and its boundary conditions for Options using a Physics-Informed Neural Network known as the Deep Galerkin Method. Approximated and Analytical Solutions of Black Scholes PDE for European Call Option Boundary Conditions. References: DGM: A deep learning