Dr Natalia Janson

PhD, FIMA, FHEA

Pronouns: She/her
  • Senior Lecturer
  • Coordinator of Visit Days at the Department of Mathematics

Research groups and centres

staff profile picture
  • 2008 – now - Senior Lecturer in Applied Mathematics, Department of Mathematical Sciences, 天堂视频, UK
  • 2003 – 2008 - Lecturer in Applied Mathematics, Department of Mathematical Sciences, 天堂视频, UK
  • 2000 – 2003 - Research Associate, Physics Department, Lancaster University, Lancaster, UK
  • 1997 - PhD in physics and mathematics on the basis of thesis "Reconstruction of dynamical systems from experimental data", Physics Department, Saratov State University, Saratov, Russia

Current research focus: artificial intelligence, explainable artificial intelligence, dynamical systems for learning, self-organising vector fields, neural networks.

Past research interests: synchronization of oscillations, noise-induced phenomena, dynamical systems with delay, nonlinear time series analysis, modelling dynamical systems, global reconstruction of dynamical systems from experimental data, applications in medicine and biology.

General expertise: dynamical systems, bifurcation theory, delay differential equations, theory of random processes, data analysis, mathematics of learning, applications in biology.

Press release 2022: Faster analogue computer could be based on mathematics of complex systems