Table 6 Dataset Parameters: T: total time, set to unity for standardisation; M: the number of time-steps (discretisations); K: the number of noise realisations; Ω: the energy gap for the single qubit case (where subscripts 1 and 2 represent the energy gap for each qubit in the single qubit case); n: number of control pulses; Amax, Amin: maximum and minimum amplitude; σ: standard deviation of pulse spacing (for Gaussian pulses).

From: QDataSet, quantum datasets for machine learning

Parameter

Value

T

1

M

1024

K

2000

Ω

12

Ω1

12

Ω2

10

n

5

Amin

−100

Amax

100

σ

T/(12 M)