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Mathematical physics
Projects
Optimising hypertension management strategies
Using smart algorithms to optimise treatment decisions in blood pressure management and reduce economic burden on healthcare providers
Effects of climate change on extreme weather events
Using 'distributional downscaling' to predict the effects of climate change on extreme weather events
Inverse problems
Developing statistical tools for problems in applications such as medical imaging and industrial safety, where unknown parameters are determined from observations and measurements
Publications and software
Deriving Equations from Sensor Data Using Dimensional Function Synthesis
We present a new method for deriving functions that model the relationship between multiple...
Youchao Wang, Sam Willis, Vasileios Tsoutsouras, and Phillip Stanley-Marbell. 2019. Deriving Equations from Sensor Data Using Dimensional Function Synthesis. ACM Trans. Embed. Comput. Syst. 18, 5s, Article 84 (October 2019), 22 pages. DOI:https://doi.org/10.1145/3358218
Core-Periphery Structure in Directed Networks
While studies of meso-scale structures in networks often focus on community structure, core--periphery structures...
Elliott, A., Chiu, A., Bazzi, M., Reinert, G., & Cucuringu, M. (2019). Core-Periphery Structure in Directed Networks. arXiv preprint arXiv:1912.00984.
Assessing Simulations of Imperial Dynamics and Conflict in the Ancient World
The development of models to capture large-scale dynamics in human history is one of...
Madge, Jim, Giovanni Colavizza, James Hetherington, Weisi Guo, and Alan Wilson. 2019. Assessing Simulations of Imperial Dynamics and Conflict in the Ancient World. Cliodynamics10:24–39.
Impact stories
Interest groups
Learning the organisational principles of living systems
Can machine learning and artificial intelligence help us to discover and understand biological principles?
People
Tao Wen
Enrichment Student
Shubhr Singh
Enrichment Student
Emily Lewis
Enrichment Student
Eisa Anwar
Enrichment Student
Daniel Guerrero Romero
Enrichment Student
Dr Sharana Kumar Shivanand
Research Associate
Yoàv Montacute
Enrichment Student
Kilian Hikaru Scheutwinkel
Enrichment Student