If you are interested in doing a Semester or a Master project @ CSQI, please don’t hesitate to contact us.
Here is a list (incomplete) of topics for the fall semester 2026:
- Efficient Gradient-free Riemannian Langevin Sampler via reduced order modeling
- Nonlinear manifold reduction and physics-informed surrogates for parametric PDEs in fluid dynamics
- Equation-Driven Reduced-Order Modeling of Limit-Cycle Dynamics in Gas-Bearing Rotors
- Dynamical Low-Rank Filters enhanced by Localization/Inflation
- Randomized Algorithms for Efficient Active-Subspace Computation
- Data assimilation in geophysics models
- Optimal transport based adaptive hyper-reduction in Reduced Basis Method
- Bayesian parameter estimation for partially observed diffusion processes via MLMC
- Convergence rates for Gaussian Process Regression