ProfessorGeorg Gottwald

Collective coordinates approach for travelling waves in stochastic partial differential equations

Extending Coordinate-Independent Geometric Singular Perturbation Theory with Applications to Chemical Reaction Networks

Manifold Learning Methods for Generative Models

Model Reduction for the Kuramoto-Sakaguchi Model: analyzing the effect of non-entrained rogue oscillators

Optimization for modern machine learning

Physical machine intelligence in neuromorphic nano-systems

Rate-Induced Tipping in Networked Complex Systems

Statistical properties of chaotic systems: from 1D maps to high dimensions

Stochastic Description for the finite-size case of the Higher-order Kuramoto model

Stochastic Navier-Stokes equations on 2D rotating spheres with stable Lévy noise

Stochastically Modified Bred Vectors

Tensor Methods for Sequential Scientific Machine Learning with Application to Digital Twins