Table 5.
Model parameters calibrated using Bayesian optimization with SigOpt.
| Parameter | Calibrated value | Equation | Range |
|---|---|---|---|
| Eprotrusion | 107 Pa | (7) | 10i, i∈{4, 5, …, 10} |
| sbirth | 85 | (9) | ℤ∈[0, 100] |
| sexp | 76 | (9) | ℤ∈[0, 100] |
| sret | 0 | (9) | ℤ∈[0, 100] |
| αexp | 0.14 mm | (7) | ℝ∈[0.01, 0.2] |
| βexp | 100 | (7) | ℝ∈[0.1, 100] |
| αret | 0.05 mm | (7) | ℝ∈[0.01, 0.2] |
| βret | 54.86 | (7) | ℝ∈[0.1, 100] |
| sbinary | 62500 | 12500+2000·j, j∈{0, 1, …, 100} |
The calibrated values are associated to the parametrization considered the best one (with computed metrics BCllp = 0.87 and BCnp = 0.81). The given ranges have been established at the beginning of the calibration process and leave them unchanged.