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spartan (version 3.0.2)

sim_data_for_emulation: Set of parameter and response pairs for training an emulator of a simulation

Description

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.

Usage

data(sim_data_for_emulation)

Arguments

Format

A list with 500 rows (one per parameter set) and nine columns

Details

  • 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