This dataset contains 500 sets of parameter values and the responses that were observed under those conditions when run through the simulator. This is used as a dataset to show how one could use a set of simulation results to train emulators, that in turn could be combined to form an ensemble.
data(sim_data_for_emulation)
A list with 500 rows (one per parameter set) and nine columns
stableBindProbability. Parameter values between 0 and 100
chemokineExpressionThreshold. Parameter values between 0 and 1
initialChemokineExpressionValue. Parameter values between 0.1 and 0.5
maxChemokineExpressionValue. Parameter values between 0.015 and 0.08
maxProbabilityOfAdhesion. Parameter values between 0 and 1
adhesionFactorExpressionSlope. Parameter values between 0.25 and 5
Velocity. Simulation response measure for cell speed
Displacement. Simulation response measure for cell displacement
PatchArea. Simulation response measure for size of formed clusters