Probabilistic Scientific Simulation Type System

Create a type-safe probabilistic simulation framework in TypeScript for complex scientific modeling scenarios. Develop generic type definitions that support stochastic process modeling, Monte Carlo simulations, and statistical uncertainty propagation. Implement compile-time type constraints for ensuring mathematical consistency, supporting dynamic model parameter inference, and providing robust error handling for probabilistic computational workflows.