Investigating how to reduce energy consumption in neural networks that perform reinforcement optimisation in wireless networks.
IEEE Transactions on Network Science & Engineering paper on designing Graph Fourier Transforms to optimally joint sample network topology and water flow dynamics in water distribution networks. Funded by LRF via Alan Turing Institute.
Uncertainty quantification for stability as a function of local generalised dynamics and any global topology - to appear in IEEE Systems Journal. Funded by EPSRC.
Royal Society Open Science paper on designing neural networks to classify bridge load capacities from crowd sourced images in disaster and conflict zones to supplement human expertise.
5 papers accepted to flagship IEEE Smart City Conference. Funded by EPSRC.
Tracking the evolving multi-scale structure of air transport and how it maps to socio-economic factors enables us to predict the future of aircraft design - Springer Nature Applied Sciences (SNAS) paper. Funded by Alan Turing Institute, working with Airbus.
Our paper: "Conflict Detection in Linguistically Diverse Online Social Networks: a Russia-Ukraine Case Study" is accepted to ACM MEDES. Funded by DSTL.
3 papers published in IEEE Access, using neural networks to identify human language is essential for understanding end users. Funded by H2020 and InnovateUK.
Royal Society Open Science Paper on urban terrorism prediction using statistical trends. Funded by Alan Turing Institute.
Longitudinal study of gang dynamics in Colombia based on historical reports accepted to PLOS ONE. Funded by DSTL & Alan Turing Institute.
Our "Simulating Imperial Dynamics and Conflict in the Ancient World" paper has been accepted too Cliodynamics. Funded by Alan Turing Institute.
Nature paper with Sir Alan Wilson and Regius Professor Kristian Gleditsch makes a commentary on the benefits and limitations of AI in conflict prediction. Funded by Alan Turing Institute.
7 papers accepted to: ACM NanoCom, IEEE ICCC, and IEEE Trans. MBMC, and IEEE Trans Signal Processing. Funded by USAF, DSTL, and H2020.
Oct 19: Chairing the technical track Big Data for the IEEE flagship ICC.