From Monte Carlo to Neural Networks: Modern Risk Modeling

Traditional Monte Carlo methods remain powerful, but neural network approaches to risk modeling are gaining ground — especially for high-dimensional portfolios and real-time applications. A comparative analysis of classical and modern approaches.