An efficient and flexible framework for inferring global sensitivity of agent-based model parameters
Fig 5
Comparison of ABM simulations and CPU time for computing global sensitivities using MOAT and eFAST in 3D vascular tumor growth ABM.
A) Chart showing SMoRe GloS speedup (expressed as times faster) compared to direct implementation of global sensitivity analysis methods. The speedups exclude the setup time for the surrogate model. B) Number of ABM simulations and CPU time required to implement MOAT, eFAST, or both, either directly (blue bars) or with SMoRe GloS (yellow bars), including the setup time for the surrogate model. CPU time is based on assuming 1 ABM simulation takes 10 minutes.