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Inferring the dimensionality of dynamical systems automatically using machine learning

This research will develop methods to infer the dimensionality of a dynamical system automatically, by adapting dimensionality reduction methods to high-dimensional time-series feat more...

Supervisor(s): Fulcher, Ben (Dr)

Geometric analysis of transcendental solutions of nonlinear systems

Modern science derives its power from mathematics. The project aims to capture, identify and describe pivotal, transcendental solutions of nonlinear systems that are universal in sc more...

Supervisor(s): Joshi, Nalini (Professor), Radnovic, Milena (Dr)

Geometry of conics and quadrics

Systems of conics and quadrics are omnipresent in mathematics. Despite seeming simplicity of mathematical objects given by second-order algebraic equations, they possess rich struct more...

Supervisor(s): Radnovic, Milena (Dr)

Modelling the mechanisms of brain stimulation

Brain-stimulation techniques that modulate brain activity in a targeted way are growing in their clinical relevance, for example, with transcranial magnetic stimulation (TMS) being more...

Supervisor(s): Fulcher, Ben (Dr)

Modeling brain dynamics with spatial gradients

A core aim of neuroscience is to understand how the brain, with its staggering complexity of 100 billion neurons, makes sense of the world around it. Large-scale global initiatives more...

Supervisor(s): Fulcher, Ben (Dr)

Highly comparative time-series analysis

This research involves developing new methods for time-series analysis based on a new analytic framework for understanding structure in time series. more...

Supervisor(s): Fulcher, Ben (Dr)

The Physics of Circadian Desynchrony

This project will investigate brain mechanisms and health consequences of circadian misalignment. more...

Supervisor(s): Postnova, Svetlana (Dr)

QUANTIFYING INTER-INDIVIDUAL VARIABILITY IN CIRCADIAN RHYTHMS

The overarching goal of this set of projects is to understand the brain mechanisms of inter-individual variability in circadian rhythms and develop tools for personalized prediction more...

Supervisor(s): Postnova, Svetlana (Dr)

MODELLING EFFECTS OF LIGHT ON THE CIRCADIAN RHYTHMS

This project aims to advance our understanding of the effects of light on the circadian rhythms and develop a detailed biophysical model of the circadian photoreceptor system that i more...

Supervisor(s): Postnova, Svetlana (Dr)

Solitons in the presence of higher order dispersion

Uncovering new classes of solitary wave supported by engineered dispersion properties. more...

Supervisor(s): Alexander , Tristram (Dr)