Research

My ESRC-Turing fellowship is focused around these three areas:

  1. Exploring different approaches for uncovering hidden processes and structures within spatio-temporal data sets
  2. Identifying and tracking causality within complex spatial systems
  3. Managing uncertainty within ABM simulations.

To meet each of these, I’m working with colleagues from different disciplines and playing around with a wide range of approaches including:

  • Agent-based models and microsimulation
  • Graph theory
  • Data visualisation approaches
  • Neural networks (convolutional and recurrent)
  • Dynamic data assimilation (particle and ensemble Kalman filters)
  • Emulators

Links and more information will be put up shortly.

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