Dr. C. (Chiheb) Ben Hammouda

Universitair docent
Mathematical Modeling
c.benhammouda@uu.nl

PhD Students

  • Michael Samet (2024 - present), RWTH Aachen (jointly with Raúl Tempone)
    Project: Data-Driven Continuous-Time Modelling and Efficient Numerical Methods for Optimal Strategies in (Renewable) Energy Markets
  • Eliza Rezvanova (2022 - Present), KAUST (jointly with Raúl Tempone and Erik von Schwerin)
    Project: Continuous-Time Optimal Control for the Management of Hybrid Power Systems
  • Sophia Wiechert (2021 - 2024), RWTH Aachen (jointly with Raúl Tempone and Nadhir Ben Rached)
    Thesis:  Generic Importance Sampling via Stochastic Optimal Control and Dimensionality Reduction for Stochastic Reaction Networks .

    Current Position: Postdoctoral Research Scientist, RWTH Aachen University.                                                                                    

Master Students

  • Laura Robinson (Feb 2024 - present), Utrecht University (jointly with Sioux Technologies company)
    Project: Forecasting Student Application Counts Using Hierarchical Bayesian Inference.
  • Conrad Borm (Feb 2024 - present), Utrecht University (jointly with CQM (Consultants in Quantitative Methods) company)
    Project: Enhancing Simulation Experimentation: A Comparative Study of Kriging Methods and Sampling Techniques.
  • Maksim Chupin (Dec 2023 - July 2024), RWTH Aachen (jointly with Raúl Tempone and Sophia Wiechert)
    Thesis: Dimensionality Reduction in Filtering for Stochastic Reaction Networks.
    Current Position: PhD candidate, KAUST.
  • Jordy Lamers (Feb 2024 - present), Utrecht University (second reader, supervisor Kees Oosterlee)
    Project: The Principle Component Copula of Correlated Assets: Examining the Impact of Stress on the Principal Components.
  • Simon Hakvoort (Feb 2024 - present), Utrecht University (second reader, supervisor Sjoerd Dirksen)
    Project: Improving Probabilistic Forecasting in the Netherlands.
  • Yeyang Hu (Nov 2023 - June 2024), Utrecht University (second reader, supervisor Ivan Kryven)
    Thesis: Algorithms for finding large independent sets on a (hyper)graph.
  • Michael Samet (July 2023), KAUST (jointly with Raúl Tempone)
    Thesis: Hierarchical Adaptive Quadrature and Quasi-Monte Carlo for Efficient Fourier Pricing of Multi-Asset Options. Thesis link.
    Current Position: PhD candidate, RWTH Aachen University.
  • Yosr Samet (April 2023), RWTH Aachen (jointly with Raúl Tempone)
    Thesis: Numerical Study of Rough Volatility Models with Application to Option Pricing. Thesis link.
    Current Position: Quantitative Investment Strategist, Allianz Global Investors.
  • Sophia Wiechert (April 2021), RWTH Aachen (jointly with Raúl Tempone and Nadhir Ben Rached)
    Thesis: Optimal Control of Importance Sampling Parameters in Monte Carlo Estimators for Stochastic Reaction Networks. Thesis link.
    Current Position: PhD candidate, RWTH Aachen University.

Bachelor Students

  • Tijmen Schipper (Feb 2024 - June 2024), Utrecht University
    Thesis: Enhanced Modeling and Control of Hybrid Power Systems: A Deep Reinforcement Learning Approach for Optimal Decision-Making  Thesis link
    Current Position: Master’s Student in Data Science, Utrecht University
  • Hamouda Baghdadi (September 2023), KAUST
    Thesis: Numerical Smoothing with Multilevel (Quasi) Monte Carlo (MLMC) for Option Pricing and Greeks Computation  Thesis link
    Current Position: Master’s Student in Mathematics For Finance And Data, École des Ponts ParisTech
  • Arij Hafi (September 2023), KAUST
    Thesis: Smooth Simulation Scheme for Stochastic Volatility Models  Thesis link
    Current Position: M2 Probabilités et Finance, École Polytechnique, France
  • Nader Chamam (September 2022), RWTH Aachen
    Thesis: Efficient Pricing of American Options Using Machine Learning and Randomized Stopping Techniques Thesis link
    Current Position: Master’s Student in Financial Engineering, HEC Montréal
  • Michael Samet (September 2021), RWTH Aachen
    Thesis: Fourier Techniques Combined with Hierarchical Deterministic Quadrature Methods for Efficient Pricing of High-Dimensional Options  Thesis link
    Current Position: PhD candidate, RWTH Aachen University
  • Yosr Samet (September 2020), RWTH Aachen
    Thesis: Statistical and Numerical Analysis of Rough Volatility Pricing Models  Thesis link
    Current Position: Quantitative Investment Strategist, Allianz Global Investors
  • Nihel Seghaier (June 2020), RWTH Aachen
    Thesis: Efficient Option Pricing Using Fourier Techniques  Thesis link
    Current Position: Senior Associate at Deloitte, Canada