Vinod Kumar

An Empirical Monte Carlo Simulation Framework for Risk Assessment and Uncertainty Quantification in Complex Stochastic Systems

Complex stochastic systems are shaped by uncertain input variables, nonlinear interactions, and low-probability failure events that cannot be adequately summarized by deterministic point estimates. This study develops and empirically evaluates a Monte Carlo simulation framework for risk assessment and uncertainty quant...