- 2008 – now - Senior Lecturer in Applied Mathematics, Department of Mathematical Sciences, VR成人视频, UK
- 2003 – 2008 - Lecturer in Applied Mathematics, Department of Mathematical Sciences, VR成人视频, 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
General expertise
Nonlinear dynamical systems, bifurcations theory, oscillations, dynamical chaos, delay differential equations, random processes, data analysis, applications in biology, mathematics of cognition.
Current research focus
Artificial intelligence based on plastic dynamical systems, explainable artificial intelligence, dynamical systems for learning, self-organising vector fields, neural networks.
Past research areas
Synchronization of oscillations, noise-induced phenomena in nonlinear dynamical systems, dynamical systems with delay, nonlinear time series analysis, modelling dynamical systems, global reconstruction of dynamical systems from experimental data, applications in medicine and biology.
Book and Book Chapters
- A.G. Balanov, N.B. Janson, D.E. Postnov & O.V. Sosnovtseva (2009) "" Springer. (The book describes general mechanisms for synchronization using analytical calculations supported by numerical simulations and physical and biological experiments)
- O.V. Sosnovtseva, D.E. Postnov, N.B. Janson, A.G. Balanov (2011). . In: Mosekilde, E., Sosnovtseva, O., Rostami-Hodjegan, A. (eds) Biosimulation in Biomedical Research, Health Care and Drug Development, pp. 285-310, Springer, Vienna.
- N.B. Janson, A.N. Pavlov, V.S. Anishchenko (2003) , In: G. Gouesbet and S. E. Meunier-Guttin-Cluzel, (eds) Chaos and Its Reconstruction, pp. 287-317, Nova Science.
- N.B. Janson, A.G. Balanov and E. Schöll (2007) . In: E. Schöll, H.G. Schuster (eds) Handbook of Chaos Control, pp. 221-273, Wiley鈥怴CH Verlag.
Sample of Recent Publications
- N.B. Janson and C.J. Marsden (2017) , Scientific Reports, 7, 17007, ISSN: 2045-2322. DOI: 10.1038/s41598-017-16994-y.
- N. B. Janson and P. E. Kloeden (2021) , The European Physical Journal Plus, 136(7), 720, DOI: 10.1140/epjp/s13360-021-01662-y.
- N.B. Janson and P.E. Kloeden (2020) , Journal of Dynamics and Differential Equations, 34(1), pp.63-78, ISSN: 1040-7294. DOI: 10.1007/s10884-020-09834-7.
- N.B. Janson and C.J. Marsden (2021) , Chaos, 31(11), 113126, ISSN: 1054-1500. DOI: 10.1063/5.0058087.
- N.B. Janson and C.J. Marsden (2021) , Chaos: An Interdisciplinary Journal of Nonlinear Science, 31(9), 093120, ISSN: 1054-1500. DOI: 10.1063/5.0035959.
- N.B. Janson (2012) , Contemporary Physics 53:2, 137-168 (invited review, explains how dynamical systems can help understand biological systems).
Research Supervision
Postdoctoral Researcher
Dr. Andriy Pototskyy (2006-2009)
PhD Students
- Adam Essex, principal supervisor (current)
- Alex Minns, co-supervisor (current)
- Jonathan Brooks, principal supervisor (current)
- Dr. Xinhe Liu, thesis title "Implementation of Dynamical Systems with Plastic Self-organising Velocity Fields”, sole supervisor (completed in 2015)
- Dr. Scott Dickson, thesis title "Stochastic Neural Network Dynamics: Synchronisation and Control", sole supervisor (completed in 2014)
- Dr. Christopher Marsden, thesis title "Nonlinear Dynamics of Pattern Recognition and Optimization", sole supervisor (completed in 2012)
- Dr. Sandhya Patidar, thesis title "Noise-induced Cooperative Dynamics and its Control”, sole supervisor (completed in 2009)
Talks and Lecture Courses
Talk "". Talk at "Neuromorphic technology: a giant leap for AI" in VR成人视频 26-28 March 2024, AI UK Fringe event supported by the Alan Turing Institute.
Talk "”, Workshop “Time, Disaster and Decision-making”, organised by the Institute of Advanced Studies, VR成人视频, 27 January 2021.
Press Release
Press release 2022: Faster analogue computer could be based on mathematics of complex systems
Memberships
- Fellow of the Institute of Mathematics and its Applications
- Fellow of the Higher Education Academy
- Member of the London Mathematical Society
Service
- Member of the EPSRC Mathematical Sciences Prioritisation Panels in 2012, 2018, 2021, 2023, 2024
Current courses
- NTA 301 "Mathematics for Problem Solving", semesters 1 and 2
- MAA 901, "Mathematics for Physics", semester 1
- MAC 300 and MAD300 Final Year Projects
Previous Courses
- MAA 155 "Applied Mathematics" (2006/07-2013/14)
- MAB 303 "Mathematics B" (2010/11-2018/19)
- MAP 205 "Physiological Modelling" (2004/05-2010/11)
- MAC272 "Random Processes and Time Series Analysis" (2003/04-2018/19)