Juan-Juan Li

Deep learning-enhanced calibration for nonlinear mixed stochastic models in European option pricing

This paper studies European option pricing in a regime-switching Heston-Hull-White framework. The model combines stochastic volatility, stochastic interest rates, and a Markov-chain-driven regime-switching mechanism, allowing part of the market dynamics to vary across different states. Under the risk-neutral measure, a...