There are Postdoc positions on offer within the research group of Ariel Neufeld at the Division of Mathematical Sciences at NTU Singapore.

The candidate should be interested in working in one (or more) of the following research topics:

  • Theory of Machine Learning (Universal Approximation Results for neural networks, Convergence of SGD or SGLD algorithms, Reinforcement Learning…)
  • Monte Carlo and Deep Learning methods to solve nonlinear PDEs, as well as related topics (such as PINNs…)
  • Mathematical Finance
  • Stochastic Analysis & Stochastic Optimal Control
  • Stochastic Optimization in the field of Numerical Optimal Transport or Distributionally Robust Optimization

If you are interested in the position, please send your CV to the email address: ariel.neufeld@ntu.edu.sg