Academic Staff
-
Dr Anastasia Borovykh
Research interests
Computational models to understand and improve information processing in artificial and biological intelligent systems using tools from stochastic processes, statistical mechanics and mathematical modeling.
-
Dr Nicolas Boulle
Research interests
Intersection between numerical analysis and deep learning. Primarily focus on the mathematical foundations of deep learning to discover mathematical models (partial differential equations) from data, and the development of novel and theoretically justified numerical techniques.
-
Prof Michele Coti Zelati
Research interests
Analysis of PDEs, fluid mechanics, infinite-dimensional dynamical systems, stochastic perturbations, turbulence theory.
-
Prof Colin Cotter
Research interests
Numerical analysis and scientific computing: numerical methods for climate, weather prediction and ocean modelling, finite element methods especially compatible finite element methods, geometric integration, diffeomorphic and metamorphic image registration, data assimilation.
-
Prof Pierre Germain
Research interests
Analysis of nonlinear partial differential equations, in particular fluid mechanics and nonlinear waves. Fourier analysis and its applications to partial differential equations.
-
Dr Dante Kalise
Research interests
Scientific computation methods for optimization and control, nonlinear PDEs, high-dimensional approximation and agent-based models across scales.
-
Dr Sheehan Olver
Research interests
Numerical analysis, spectral methods, partial differential equations, orthogonal polynomials, Riemann–Hilbert problems, random matrix theory, integrable systems.
-
Prof Greg Pavliotis
Research interests
Homogenization theory; Inertial particles; Stochastic differential equations.
-
Dr Felipe Tobar
Research interests
Statistical machine learning, probabilistic generative models, optimal transport, Bayesian inference, signal processing, diffusion models and Gaussian processes. Applications on audio analysis, climate, astronomy, health and mining.
Contact us
Group administrator:
Phoebe Roberts
Department of Mathematics
Imperial College London
South Kensington Campus
London SW7 2AZ
Map