Robert Chisholm

PhD Student


My research concerns improvement to the Uniform Spatial Partitioning data structure, used to provide Fixed Radius Near Neighbours search within complex systems simulations. This permits thousands to millions of entities to simultaneous survey their local environment during simulations. Due to the highly scattered memory accesses and non-uniform distributions experienced, it is often one of the most costly processes during models such as pedestrian simulations.

There is a constant pressure from industry to deliver larger and more detailed simulations, in order to provide these improvements to the performance of the underlying algorithms driving the models must be achieved.

S2AM - Siemens Sheffield Advanced Multi-model Simulator

This research project delivered a proof of concept, demonstrating how three independent transport models could be integrated to model the passenger life cycle.