PyDDM.ISF_and_DDMmatrix_theoretical_models.dTheoryDoubleExp_DDM

PyDDM.ISF_and_DDMmatrix_theoretical_models.dTheoryDoubleExp_DDM

dTheoryDoubleExp_DDM(lagtime, amp, bg, f, t1, s1, t2, s2)

Theoretical model for the DDM matrix with two exponential terms

Parameters
  • lagtime (float) – Time lag

  • amp (float) – Amplitude

  • bg (float) – Background

  • f (float) – Fraction with relaxation time t1, between 0-1

  • t1 (float) – Relaxation time 1

  • s1 (float) – Stretching exponent 1

  • t2 (float) – Relaxation time 2

  • s2 (float) – Stretching exponent 2

Returns

  • ddm_matrix (float)- DDM matrix (image structure function)

\[\begin{split}f(q, \Delta t) = f \times e^{\left( \frac{-\Delta t}{\tau 1}\right)^{s1}} + (1-f) \times e^{\left( \frac{-\Delta t}{\tau 2}\right)^{s2}} \\ D(q, \Delta t) = A \times (1-f(q, \Delta t)) + B\end{split}\]