15 citations · 15 across the 3 of their papers we have counts for
3 papers
cs.LG2021
Surrogate Assisted Strategies (The Parameterisation of an Infectious Disease Agent-Based Model)
Rylan Perumal, Terence L van Zyl
Parameter calibration is a significant challenge in agent-based modelling and simulation (ABMS). An agent-based model's (ABM) complexity grows as the number of parameters required…
cs.LG2020
Surrogate Assisted Methods for the Parameterisation of Agent-Based Models
Rylan Perumal, Terence L van Zyl
Parameter calibration is a major challenge in agent-based modelling and simulation (ABMS). As the complexity of agent-based models (ABMs) increase, the number of parameters require…
cs.LG2020★ 15 cited
Comparison of Recurrent Neural Network Architectures for Wildfire Spread Modelling
Rylan Perumal, Terence L van Zyl
Wildfire modelling is an attempt to reproduce fire behaviour. Through active fire analysis, it is possible to reproduce a dynamical process, such as wildfires, with limited duratio…