RESEARCH

Probability: Large deviations theory, Saddlepoint methods, Heat kernel expansions, Laplace methods on Wiener space.

Mathematical Finance: Stochastic volatility, rough volatility Volatility smile, derivatives pricing.

Quantum Computing: Quantum Machine Learning, Parameterised quantum circuits, Quantum Monte Carlo.

GRANTS

  • STANDARD - CALL
    Quantum Machine Learning for Financial Data Streams
    Innovate UK1 Jan 2024 - 31 Mar 2025
    Innovate UK: Quantum Machine Learning for Financial Data Streams (2024-2025)