RESEARCH INTERESTS

1.      Binary Oscillator Computing: Computing with threshold oscillators.
Our latest journal paper     IMA video on November 7th 2025

       

2.      Predicting Stock Markets: Using AI to predict financial time series using a novel TFT-GNN model.
Our latest journal paper    

       

3.      Hysteresis in Neuron Models with Adapting Feedback Synapses: Paper discusses real-world scenarios.
Our latest journal paper.

       

4.      Programming in the Mathematics Curriculum: In 2018, government recommends programming in Mathematics.
Programming in the Maths curriculum

       

5.      The Second Part of Hilbert's Sixteenth Problem: An unsolved problem mentioned in the Umbrella Academy.
Research slides for Hilbert's 16th problem.

       

6.      Multifractal Analysis: Using multifractal analysis to measure density, dispersion and clustering.
One of our journal papers.

       

7.      Nonlinear Optical Resonators: Modelling light in optical resonators using ordinary and delay differential equations.
Our latest journal paper.

       

8.      Hysteresis in Science: When the behaviour of a dynamical system is history dependent.
Our latest journal paper.

       
        The figure on the right shows hysteresis in biological single fibre muscle.