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Two-phase fit: YAlO₃ and Al₂O₃, SPODI

The same staged fit as the Python tutorial, on the command line. The command line fits whatever the project marks free with () after a value, so each stage marks its parameters in the project's files with a text editor and runs edi fit, which writes the fitted values back into the project for the next stage.

Get the project

edi download-data pd-neut-cwl_yalo3-al2o3-spodi
python -m edi download-data pd-neut-cwl_yalo3-al2o3-spodi

Start with nothing free

The project marks what its finished fit frees. Remove every (), so the stages below free one group at a time.

In experiments/spodi.edi, remove the () from every value; they now read:

_instrument.calib_twotheta_offset 0
_peak.broad_gauss_u 0.04
_peak.broad_gauss_v -0.05
_peak.broad_gauss_w 0.1
_peak.mixing_eta_0 0.1
_peak.asym_beba_a0 0
_peak.asym_beba_b0 0
_peak.asym_beba_a1 0
_peak.asym_beba_b1 0
1 4.05 2100
2 4.777 2100

The same for every other row (25 more).

In structures/Al2O3.edi, remove the () from every value; they now read:

_cell.length_a 4.76
_cell.length_c 12.97
Al1 Al 0 0 0.33 c 12 1 0.5 Biso
O1 O 0.35 0 0.25 e 18 1 0.5 Biso

In structures/YAlO3.edi, remove the () from every value; they now read:

_cell.length_a 5.17
_cell.length_b 5.33
_cell.length_c 7.36
Y Y 0.01 0.55 0.25 c 4 1 0.5 Biso
Al Al 0 0 0 a 4 1 0.5 Biso

The same for every other row (2 more).

Cells, scales and 2θ zero

Both phases' cells and scales, and the zero shift, put the peaks of both phases in place.

In experiments/spodi.edi, add () after the values the stage frees:

_instrument.calib_twotheta_offset 0()
YAlO3 30() 0.9922535236803708()
Al2O3 0.2() 0.007746476319629156()

In structures/Al2O3.edi, add () after the values the stage frees:

_cell.length_a 4.76()
_cell.length_c 12.97()

In structures/YAlO3.edi, add () after the values the stage frees:

_cell.length_a 5.17()
_cell.length_b 5.33()
_cell.length_c 7.36()
edi fit pd-neut-cwl_yalo3-al2o3-spodi --verbosity full
python -m edi fit pd-neut-cwl_yalo3-al2o3-spodi --verbosity full
edi fit: project pd-neut-cwl_yalo3-al2o3-spodi, 2959 pts fitted / 2959 loaded, 8 free
   iter   time (s)   Rwp (%)  reduced χ²   change
                       18.59       201.52
      1      0.037     13.43       105.14   47.8% ↓
      2      0.060     13.38       104.44   0.7% ↓
      3      0.079     13.38       104.43   
      4      0.096     13.38       104.43   
      5      0.114     13.38       104.42   
      6      0.149     13.38       104.42   
  done · converged · 6 iters · reduced χ² 104.42 · Rwp 13.38 % · 0.17 s

  refined parameters (8 free):
  name            parameter                                               start        value      s.u.   change
  2θ offset, deg  experiment.instrument.calib_twotheta_offset            0.0000       0.0025    0.0012   
  scale           experiment.linked_structures[Al2O3].scale                 0.2        0.214     0.018   7.1% ↑
  scale           experiment.linked_structures[YAlO3].scale                  30        31.72      0.12   5.7% ↑
  a, Å            structures[Al2O3].cell.length_a                        4.7600       4.7561    0.0011   0.1% ↓
  c, Å            structures[Al2O3].cell.length_c                       12.9700      12.9829    0.0052   0.1% ↑
  a, Å            structures[YAlO3].cell.length_a                        5.1700     5.173549  0.000093   0.1% ↑
  b, Å            structures[YAlO3].cell.length_b                        5.3300     5.327681  0.000092   
  c, Å            structures[YAlO3].cell.length_c                        7.3600      7.36230   0.00013   

  - start   the value before the fit
  - value   the fitted value
  - s.u.    its standard uncertainty
  - change  how far the fit moved it, in % of the start: ↑ up, ↓ down

Background

In experiments/spodi.edi, add () after the values the stage frees:

1 4.05 2100()
2 4.777 2100()

The same for every other row (23 more).

edi fit pd-neut-cwl_yalo3-al2o3-spodi --verbosity full
python -m edi fit pd-neut-cwl_yalo3-al2o3-spodi --verbosity full
edi fit: project pd-neut-cwl_yalo3-al2o3-spodi, 2959 pts fitted / 2959 loaded, 33 free
   iter   time (s)   Rwp (%)  reduced χ²   change
                       13.38       105.32
      1      0.171     11.96        84.08   20.2% ↓
      2      0.243     11.96        84.08   
      3      0.285     11.96        84.07   
      4      0.303     11.96        84.07   
      5      0.329     11.96        84.06   
      6      0.349     11.96        84.06   
      7      0.376     11.96        84.06   
      8      0.394     11.96        84.06   
      9      0.419     11.96        84.06   
     10      0.549     11.96        84.06   
  done · converged · 10 iters · reduced χ² 84.06 · Rwp 11.96 % · 0.57 s

  refined parameters (33 free):
  name            parameter                                               start        value      s.u.   change
  intensity       experiment.background[10].intensity                    2.10e3      2.135e3   0.058e3   1.7% ↑
  intensity       experiment.background[11].intensity                    2.10e3      2.103e3   0.049e3   0.1% ↑
  intensity       experiment.background[12].intensity                    2.10e3      1.956e3   0.047e3   6.9% ↓
  intensity       experiment.background[13].intensity                    2.10e3      2.274e3   0.050e3   8.3% ↑
  intensity       experiment.background[14].intensity                    2.10e3      2.086e3   0.054e3   0.7% ↓
  intensity       experiment.background[15].intensity                    2.10e3      2.452e3   0.062e3   16.8% ↑
  intensity       experiment.background[16].intensity                    2.10e3      2.038e3   0.077e3   2.9% ↓
  intensity       experiment.background[17].intensity                    2.10e3      2.090e3   0.074e3   0.5% ↓
  intensity       experiment.background[18].intensity                    2.10e3      2.170e3   0.063e3   3.4% ↑
  intensity       experiment.background[19].intensity                    2.10e3      2.161e3   0.060e3   2.9% ↑
  intensity       experiment.background[1].intensity                     2.10e3      1.330e3   0.160e3   36.6% ↓
  intensity       experiment.background[20].intensity                    2.10e3      3.058e3   0.070e3   45.6% ↑
  intensity       experiment.background[21].intensity                    2.10e3      2.431e3   0.062e3   15.7% ↑
  intensity       experiment.background[22].intensity                    2.10e3      2.772e3   0.070e3   32.0% ↑
  intensity       experiment.background[23].intensity                    2.10e3      2.621e3   0.084e3   24.8% ↑
  intensity       experiment.background[24].intensity                    2.10e3      2.980e3   0.110e3   42.0% ↑
  intensity       experiment.background[25].intensity                    2.10e3      2.810e3   0.130e3   33.7% ↑
  intensity       experiment.background[2].intensity                     2.10e3      1.823e3   0.098e3   13.2% ↓
  intensity       experiment.background[3].intensity                     2.10e3      2.431e3   0.064e3   15.8% ↑
  intensity       experiment.background[4].intensity                     2.10e3      2.108e3   0.053e3   0.4% ↑
  intensity       experiment.background[5].intensity                     2.10e3      2.031e3   0.053e3   3.3% ↓
  intensity       experiment.background[6].intensity                     2.10e3      2.100e3   0.048e3   
  intensity       experiment.background[7].intensity                     2.10e3      2.091e3   0.051e3   0.4% ↓
  intensity       experiment.background[8].intensity                     2.10e3      2.111e3   0.054e3   0.5% ↑
  intensity       experiment.background[9].intensity                     2.10e3      1.944e3   0.056e3   7.4% ↓
  2θ offset, deg  experiment.instrument.calib_twotheta_offset            0.0025       0.0027    0.0011   8.5% ↑
  scale           experiment.linked_structures[Al2O3].scale               0.214        0.192     0.017   10.3% ↓
  scale           experiment.linked_structures[YAlO3].scale               31.72        31.06      0.12   2.1% ↓
  a, Å            structures[Al2O3].cell.length_a                        4.7561       4.7555    0.0011   
  c, Å            structures[Al2O3].cell.length_c                       12.9829      12.9857    0.0053   
  a, Å            structures[YAlO3].cell.length_a                        5.1735     5.173536  0.000085   
  b, Å            structures[YAlO3].cell.length_b                        5.3277     5.327720  0.000085   
  c, Å            structures[YAlO3].cell.length_c                        7.3623      7.36231   0.00012   

  - start   the value before the fit
  - value   the fitted value
  - s.u.    its standard uncertainty
  - change  how far the fit moved it, in % of the start: ↑ up, ↓ down

Peak widths

The Gaussian widths and the mixing η₀.

In experiments/spodi.edi, add () after the values the stage frees:

_peak.broad_gauss_u 0.04()
_peak.broad_gauss_v -0.05()
_peak.broad_gauss_w 0.1()
_peak.mixing_eta_0 0.1()
edi fit pd-neut-cwl_yalo3-al2o3-spodi --verbosity full
python -m edi fit pd-neut-cwl_yalo3-al2o3-spodi --verbosity full
edi fit: project pd-neut-cwl_yalo3-al2o3-spodi, 2959 pts fitted / 2959 loaded, 37 free
   iter   time (s)   Rwp (%)  reduced χ²   change
                       11.96        84.18
      1      0.148     11.47        77.42   8.0% ↓
      2      0.169     11.46        77.33   0.1% ↓
      3      0.188     11.46        77.33   
      4      0.335     11.46        77.33   
  done · converged · 4 iters · reduced χ² 77.33 · Rwp 11.46 % · 0.37 s

  refined parameters (37 free):
  name            parameter                                               start        value      s.u.   change
  intensity       experiment.background[10].intensity                    2.13e3      2.061e3   0.058e3   3.5% ↓
  intensity       experiment.background[11].intensity                    2.10e3      2.044e3   0.047e3   2.8% ↓
  intensity       experiment.background[12].intensity                    1.96e3      1.860e3   0.049e3   4.9% ↓
  intensity       experiment.background[13].intensity                    2.27e3      2.210e3   0.050e3   2.8% ↓
  intensity       experiment.background[14].intensity                    2.09e3      1.991e3   0.055e3   4.6% ↓
  intensity       experiment.background[15].intensity                    2.45e3      2.402e3   0.061e3   2.0% ↓
  intensity       experiment.background[16].intensity                    2.04e3      1.992e3   0.076e3   2.3% ↓
  intensity       experiment.background[17].intensity                    2.09e3      2.076e3   0.071e3   0.7% ↓
  intensity       experiment.background[18].intensity                    2.17e3      2.154e3   0.061e3   0.7% ↓
  intensity       experiment.background[19].intensity                    2.16e3      2.144e3   0.059e3   0.8% ↓
  intensity       experiment.background[1].intensity                     1.33e3      1.330e3   0.150e3   0.1% ↑
  intensity       experiment.background[20].intensity                    3.06e3      3.039e3   0.072e3   0.6% ↓
  intensity       experiment.background[21].intensity                    2.43e3      2.420e3   0.061e3   0.5% ↓
  intensity       experiment.background[22].intensity                    2.77e3      2.819e3   0.069e3   1.7% ↑
  intensity       experiment.background[23].intensity                    2.62e3      2.641e3   0.081e3   0.8% ↑
  intensity       experiment.background[24].intensity                    2.98e3      3.040e3   0.100e3   2.0% ↑
  intensity       experiment.background[25].intensity                    2.81e3      2.850e3   0.130e3   1.5% ↑
  intensity       experiment.background[2].intensity                     1.82e3      1.823e3   0.094e3   
  intensity       experiment.background[3].intensity                     2.43e3      2.432e3   0.061e3   
  intensity       experiment.background[4].intensity                     2.11e3      2.108e3   0.051e3   
  intensity       experiment.background[5].intensity                     2.03e3      2.032e3   0.051e3   0.1% ↑
  intensity       experiment.background[6].intensity                     2.10e3      2.096e3   0.046e3   0.2% ↓
  intensity       experiment.background[7].intensity                     2.09e3      2.087e3   0.049e3   0.2% ↓
  intensity       experiment.background[8].intensity                     2.11e3      2.014e3   0.054e3   4.6% ↓
  intensity       experiment.background[9].intensity                     1.94e3      1.746e3   0.063e3   10.2% ↓
  2θ offset, deg  experiment.instrument.calib_twotheta_offset            0.0027       0.0032    0.0011   20.3% ↑
  scale           experiment.linked_structures[Al2O3].scale               0.192        0.206     0.017   7.5% ↑
  scale           experiment.linked_structures[YAlO3].scale               31.06        31.51      0.16   1.4% ↑
  U, deg²         experiment.peak.broad_gauss_u                            0.04       0.0280    0.0019   30.0% ↓
  V, deg²         experiment.peak.broad_gauss_v                           -0.05      -0.0403    0.0049   19.4% ↑
  W, deg²         experiment.peak.broad_gauss_w                             0.1       0.1079    0.0025   7.9% ↑
  Eta0            experiment.peak.mixing_eta_0                              0.1        0.132     0.014   32.1% ↑
  a, Å            structures[Al2O3].cell.length_a                        4.7555      4.75584   0.00096   
  c, Å            structures[Al2O3].cell.length_c                       12.9857      12.9859    0.0045   
  a, Å            structures[YAlO3].cell.length_a                        5.1735     5.173562  0.000078   
  b, Å            structures[YAlO3].cell.length_b                        5.3277     5.327772  0.000078   
  c, Å            structures[YAlO3].cell.length_c                        7.3623      7.36239   0.00011   

  - start   the value before the fit
  - value   the fitted value
  - s.u.    its standard uncertainty
  - change  how far the fit moved it, in % of the start: ↑ up, ↓ down

Asymmetry

The four Bérar-Baldinozzi asymmetry terms.

In experiments/spodi.edi, add () after the values the stage frees:

_peak.asym_beba_a0 0()
_peak.asym_beba_b0 0()
_peak.asym_beba_a1 0()
_peak.asym_beba_b1 0()
edi fit pd-neut-cwl_yalo3-al2o3-spodi --verbosity full
python -m edi fit pd-neut-cwl_yalo3-al2o3-spodi --verbosity full
edi fit: project pd-neut-cwl_yalo3-al2o3-spodi, 2959 pts fitted / 2959 loaded, 41 free
   iter   time (s)   Rwp (%)  reduced χ²   change
                       11.46        77.44
      1      0.154     11.30        75.33   2.7% ↓
      2      0.177     11.28        75.05   0.4% ↓
      3      0.202     11.28        74.99   0.1% ↓
      4      0.223     11.28        74.99   
      5      0.375     11.28        74.99   
  done · converged · 5 iters · reduced χ² 74.99 · Rwp 11.28 % · 0.40 s

  refined parameters (41 free):
  name            parameter                                               start        value      s.u.   change
  intensity       experiment.background[10].intensity                    2.06e3      2.064e3   0.057e3   0.2% ↑
  intensity       experiment.background[11].intensity                    2.04e3      2.049e3   0.047e3   0.2% ↑
  intensity       experiment.background[12].intensity                    1.86e3      1.866e3   0.048e3   0.3% ↑
  intensity       experiment.background[13].intensity                    2.21e3      2.213e3   0.049e3   0.2% ↑
  intensity       experiment.background[14].intensity                    1.99e3      1.997e3   0.054e3   0.3% ↑
  intensity       experiment.background[15].intensity                    2.40e3      2.402e3   0.060e3   
  intensity       experiment.background[16].intensity                    1.99e3      1.996e3   0.075e3   0.2% ↑
  intensity       experiment.background[17].intensity                    2.08e3      2.071e3   0.070e3   0.2% ↓
  intensity       experiment.background[18].intensity                    2.15e3      2.159e3   0.060e3   0.2% ↑
  intensity       experiment.background[19].intensity                    2.14e3      2.142e3   0.058e3   0.1% ↓
  intensity       experiment.background[1].intensity                     1.33e3      1.330e3   0.150e3   0.1% ↑
  intensity       experiment.background[20].intensity                    3.04e3      3.032e3   0.071e3   0.2% ↓
  intensity       experiment.background[21].intensity                    2.42e3      2.413e3   0.060e3   0.3% ↓
  intensity       experiment.background[22].intensity                    2.82e3      2.809e3   0.068e3   0.4% ↓
  intensity       experiment.background[23].intensity                    2.64e3      2.643e3   0.080e3   0.1% ↑
  intensity       experiment.background[24].intensity                    3.04e3      3.032e3   0.099e3   0.3% ↓
  intensity       experiment.background[25].intensity                    2.85e3      2.840e3   0.130e3   0.5% ↓
  intensity       experiment.background[2].intensity                     1.82e3      1.823e3   0.093e3   
  intensity       experiment.background[3].intensity                     2.43e3      2.432e3   0.061e3   
  intensity       experiment.background[4].intensity                     2.11e3      2.108e3   0.050e3   
  intensity       experiment.background[5].intensity                     2.03e3      2.032e3   0.050e3   
  intensity       experiment.background[6].intensity                     2.10e3      2.097e3   0.045e3   
  intensity       experiment.background[7].intensity                     2.09e3      2.086e3   0.048e3   0.1% ↓
  intensity       experiment.background[8].intensity                     2.01e3      2.021e3   0.053e3   0.4% ↑
  intensity       experiment.background[9].intensity                     1.75e3      1.764e3   0.062e3   1.0% ↑
  2θ offset, deg  experiment.instrument.calib_twotheta_offset            0.0032       0.0124    0.0048   286.4% ↑
  scale           experiment.linked_structures[Al2O3].scale               0.206        0.199     0.017   3.6% ↓
  scale           experiment.linked_structures[YAlO3].scale               31.51        31.53      0.16   0.1% ↑
  A₀              experiment.peak.asym_beba_a0                                0       -0.242     0.055   
  A₁              experiment.peak.asym_beba_a1                                0         0.04      0.13   
  B₀              experiment.peak.asym_beba_b0                                0      -0.0126    0.0077   
  B₁              experiment.peak.asym_beba_b1                                0       -0.044     0.017   
  U, deg²         experiment.peak.broad_gauss_u                           0.028       0.0321    0.0025   14.7% ↑
  V, deg²         experiment.peak.broad_gauss_v                         -0.0403      -0.0462    0.0052   14.5% ↓
  W, deg²         experiment.peak.broad_gauss_w                          0.1079       0.1112    0.0026   3.0% ↑
  Eta0            experiment.peak.mixing_eta_0                            0.132        0.127     0.014   4.0% ↓
  a, Å            structures[Al2O3].cell.length_a                        4.7558      4.75618   0.00099   
  c, Å            structures[Al2O3].cell.length_c                       12.9859      12.9842    0.0047   
  a, Å            structures[YAlO3].cell.length_a                        5.1736      5.17309   0.00024   
  b, Å            structures[YAlO3].cell.length_b                        5.3278      5.32729   0.00025   
  c, Å            structures[YAlO3].cell.length_c                        7.3624      7.36155   0.00036   

  - start   the value before the fit
  - value   the fitted value
  - s.u.    its standard uncertainty
  - change  how far the fit moved it, in % of the start: ↑ up, ↓ down

Atom positions

The coordinates the symmetry leaves free in both phases.

In structures/Al2O3.edi, add () after the values the stage frees:

Al1 Al 0 0 0.33() c 12 1 0.5 Biso
O1 O 0.35() 0 0.25 e 18 1 0.5 Biso

In structures/YAlO3.edi, add () after the values the stage frees:

Y Y 0.01() 0.55() 0.25 c 4 1 0.5 Biso
O1 O -0.08() -0.02() 0.25 c 4 1 0.5 Biso

The same for every other row (1 more).

edi fit pd-neut-cwl_yalo3-al2o3-spodi --verbosity full
python -m edi fit pd-neut-cwl_yalo3-al2o3-spodi --verbosity full
edi fit: project pd-neut-cwl_yalo3-al2o3-spodi, 2959 pts fitted / 2959 loaded, 50 free
   iter   time (s)   Rwp (%)  reduced χ²   change
                       11.28        75.24
      1      0.150      6.52        25.16   66.6% ↓
      2      0.170      6.46        24.71   1.8% ↓
      3      0.237      6.46        24.70   
      4      0.271      6.46        24.69   
      5      0.294      6.46        24.69   
      6      0.319      6.46        24.69   
      7      0.338      6.46        24.69   
      8      0.369      6.46        24.69   
      9      0.390      6.46        24.69   
     10      0.414      6.46        24.69   
     11      0.434      6.46        24.69   
     12      0.454      6.46        24.69   
     13      0.474      6.46        24.69   
     14      0.512      6.46        24.69   
     15      0.537      6.46        24.69   
     16      0.563      6.46        24.69   
     17      0.701      6.46        24.69   
  done · converged · 17 iters · reduced χ² 24.69 · Rwp 6.46 % · 0.73 s

  refined parameters (50 free):
  name            parameter                                               start        value      s.u.   change
  intensity       experiment.background[10].intensity                    2.06e3      1.951e3   0.033e3   5.5% ↓
  intensity       experiment.background[11].intensity                    2.05e3      1.992e3   0.027e3   2.8% ↓
  intensity       experiment.background[12].intensity                    1.87e3      1.962e3   0.028e3   5.1% ↑
  intensity       experiment.background[13].intensity                    2.21e3      2.139e3   0.028e3   3.4% ↓
  intensity       experiment.background[14].intensity                    2.00e3      2.255e3   0.032e3   12.9% ↑
  intensity       experiment.background[15].intensity                    2.40e3      2.321e3   0.035e3   3.4% ↓
  intensity       experiment.background[16].intensity                    2.00e3      2.231e3   0.043e3   11.8% ↑
  intensity       experiment.background[17].intensity                    2.07e3      2.040e3   0.040e3   1.5% ↓
  intensity       experiment.background[18].intensity                    2.16e3      2.062e3   0.036e3   4.5% ↓
  intensity       experiment.background[19].intensity                    2.14e3      2.190e3   0.034e3   2.2% ↑
  intensity       experiment.background[1].intensity                     1.33e3      1.332e3   0.084e3   0.1% ↑
  intensity       experiment.background[20].intensity                    3.03e3      2.902e3   0.042e3   4.3% ↓
  intensity       experiment.background[21].intensity                    2.41e3      2.516e3   0.035e3   4.3% ↑
  intensity       experiment.background[22].intensity                    2.81e3      3.027e3   0.040e3   7.8% ↑
  intensity       experiment.background[23].intensity                    2.64e3      2.826e3   0.047e3   6.9% ↑
  intensity       experiment.background[24].intensity                    3.03e3      3.269e3   0.057e3   7.8% ↑
  intensity       experiment.background[25].intensity                    2.84e3      3.244e3   0.072e3   14.2% ↑
  intensity       experiment.background[2].intensity                     1.82e3      1.823e3   0.053e3   
  intensity       experiment.background[3].intensity                     2.43e3      2.431e3   0.035e3   
  intensity       experiment.background[4].intensity                     2.11e3      2.110e3   0.029e3   0.1% ↑
  intensity       experiment.background[5].intensity                     2.03e3      2.027e3   0.029e3   0.3% ↓
  intensity       experiment.background[6].intensity                     2.10e3      2.066e3   0.026e3   1.5% ↓
  intensity       experiment.background[7].intensity                     2.09e3      2.088e3   0.028e3   0.1% ↑
  intensity       experiment.background[8].intensity                     2.02e3      2.015e3   0.031e3   0.3% ↓
  intensity       experiment.background[9].intensity                     1.76e3      1.819e3   0.036e3   3.1% ↑
  2θ offset, deg  experiment.instrument.calib_twotheta_offset            0.0124       0.0108    0.0028   13.2% ↓
  scale           experiment.linked_structures[Al2O3].scale               0.199        0.211     0.012   5.8% ↑
  scale           experiment.linked_structures[YAlO3].scale               31.53       31.733     0.090   0.6% ↑
  A₀              experiment.peak.asym_beba_a0                           -0.242       -0.283     0.034   17.1% ↓
  A₁              experiment.peak.asym_beba_a1                             0.04        0.191     0.075   376.4% ↑
  B₀              experiment.peak.asym_beba_b0                          -0.0126      -0.0180    0.0047   43.1% ↓
  B₁              experiment.peak.asym_beba_b1                           -0.044       -0.022     0.010   50.8% ↑
  U, deg²         experiment.peak.broad_gauss_u                          0.0321       0.0296    0.0015   7.8% ↓
  V, deg²         experiment.peak.broad_gauss_v                         -0.0462      -0.0446    0.0030   3.4% ↑
  W, deg²         experiment.peak.broad_gauss_w                          0.1112       0.1119    0.0015   0.7% ↑
  Eta0            experiment.peak.mixing_eta_0                            0.127       0.1077    0.0077   15.2% ↓
  z               structures[Al2O3].atom_sites[Al1].fract_z             0.33000       0.3344    0.0055   1.3% ↑
  x               structures[Al2O3].atom_sites[O1].fract_x              0.35000       0.3565    0.0048   1.8% ↑
  a, Å            structures[Al2O3].cell.length_a                        4.7562      4.75636   0.00056   
  c, Å            structures[Al2O3].cell.length_c                       12.9842      12.9813    0.0025   
  x               structures[YAlO3].atom_sites[O1].fract_x             -0.08000     -0.08396   0.00025   4.9% ↓
  y               structures[YAlO3].atom_sites[O1].fract_y             -0.02000     -0.02188   0.00021   9.4% ↓
  x               structures[YAlO3].atom_sites[O2].fract_x              0.20000      0.20451   0.00016   2.3% ↑
  y               structures[YAlO3].atom_sites[O2].fract_y              0.29000      0.29518   0.00015   1.8% ↑
  z               structures[YAlO3].atom_sites[O2].fract_z              0.04000      0.04448   0.00011   11.2% ↑
  x               structures[YAlO3].atom_sites[Y].fract_x               0.01000      0.01211   0.00019   21.1% ↑
  y               structures[YAlO3].atom_sites[Y].fract_y               0.55000      0.55405   0.00014   0.7% ↑
  a, Å            structures[YAlO3].cell.length_a                        5.1731      5.17289   0.00015   
  b, Å            structures[YAlO3].cell.length_b                        5.3273      5.32719   0.00015   
  c, Å            structures[YAlO3].cell.length_c                        7.3616      7.36145   0.00022   

  - start   the value before the fit
  - value   the fitted value
  - s.u.    its standard uncertainty
  - change  how far the fit moved it, in % of the start: ↑ up, ↓ down

Displacements

Every site's displacement in both phases.

In structures/Al2O3.edi, add () after the values the stage frees:

Al1 Al 0 0 0.3344() c 12 1 0.5() Biso
O1 O 0.3565() 0 0.25 e 18 1 0.5() Biso

In structures/YAlO3.edi, add () after the values the stage frees:

Y Y 0.01211() 0.55405() 0.25 c 4 1 0.5() Biso
Al Al 0 0 0 a 4 1 0.5() Biso

The same for every other row (2 more).

edi fit pd-neut-cwl_yalo3-al2o3-spodi --verbosity full
python -m edi fit pd-neut-cwl_yalo3-al2o3-spodi --verbosity full
edi fit: project pd-neut-cwl_yalo3-al2o3-spodi, 2959 pts fitted / 2959 loaded, 56 free
   iter   time (s)   Rwp (%)  reduced χ²   change
                        6.46        24.74
      1      0.125      4.13        10.13   59.1% ↓
      2      0.148      4.06         9.79   3.4% ↓
      3      0.171      4.06         9.77   0.1% ↓
      4      0.193      4.06         9.77   
      5      0.215      4.06         9.77   
      6      0.236      4.06         9.77   
      7      0.256      4.06         9.76   
      8      0.278      4.06         9.76   0.1% ↓
      9      0.299      4.05         9.75   0.1% ↓
     10      0.350      4.05         9.73   0.1% ↓
     11      0.372      4.05         9.73   
     12      0.394      4.05         9.73   
     13      0.506      4.05         9.73   
  done · converged · 13 iters · reduced χ² 9.73 · Rwp 4.05 % · 0.53 s

  refined parameters (56 free):
  name            parameter                                               start        value      s.u.   change
  intensity       experiment.background[10].intensity                    1.95e3      2.004e3   0.021e3   2.7% ↑
  intensity       experiment.background[11].intensity                    1.99e3      2.053e3   0.017e3   3.1% ↑
  intensity       experiment.background[12].intensity                    1.96e3      1.983e3   0.018e3   1.1% ↑
  intensity       experiment.background[13].intensity                    2.14e3      2.150e3   0.018e3   0.5% ↑
  intensity       experiment.background[14].intensity                    2.25e3      2.165e3   0.020e3   4.0% ↓
  intensity       experiment.background[15].intensity                    2.32e3      2.150e3   0.023e3   7.4% ↓
  intensity       experiment.background[16].intensity                    2.23e3      2.076e3   0.028e3   6.9% ↓
  intensity       experiment.background[17].intensity                    2.04e3      1.960e3   0.026e3   3.9% ↓
  intensity       experiment.background[18].intensity                    2.06e3      2.009e3   0.022e3   2.6% ↓
  intensity       experiment.background[19].intensity                    2.19e3      1.980e3   0.022e3   9.6% ↓
  intensity       experiment.background[1].intensity                     1.33e3      1.332e3   0.053e3   
  intensity       experiment.background[20].intensity                    2.90e3      2.479e3   0.029e3   14.6% ↓
  intensity       experiment.background[21].intensity                    2.52e3      2.321e3   0.023e3   7.8% ↓
  intensity       experiment.background[22].intensity                    3.03e3      2.675e3   0.026e3   11.6% ↓
  intensity       experiment.background[23].intensity                    2.83e3      2.591e3   0.031e3   8.3% ↓
  intensity       experiment.background[24].intensity                    3.27e3      2.808e3   0.038e3   14.1% ↓
  intensity       experiment.background[25].intensity                    3.24e3      2.763e3   0.048e3   14.8% ↓
  intensity       experiment.background[2].intensity                     1.82e3      1.823e3   0.034e3   
  intensity       experiment.background[3].intensity                     2.43e3      2.431e3   0.022e3   
  intensity       experiment.background[4].intensity                     2.11e3      2.109e3   0.018e3   0.1% ↓
  intensity       experiment.background[5].intensity                     2.03e3      2.030e3   0.018e3   0.2% ↑
  intensity       experiment.background[6].intensity                     2.07e3      2.062e3   0.017e3   0.2% ↓
  intensity       experiment.background[7].intensity                     2.09e3      2.106e3   0.018e3   0.9% ↑
  intensity       experiment.background[8].intensity                     2.02e3      2.168e3   0.020e3   7.6% ↑
  intensity       experiment.background[9].intensity                     1.82e3      2.000e3   0.023e3   9.9% ↑
  2θ offset, deg  experiment.instrument.calib_twotheta_offset            0.0108       0.0044    0.0017   59.0% ↓
  scale           experiment.linked_structures[Al2O3].scale               0.211        0.186     0.012   11.7% ↓
  scale           experiment.linked_structures[YAlO3].scale              31.733       27.915     0.077   12.0% ↓
  A₀              experiment.peak.asym_beba_a0                           -0.283       -0.250     0.018   11.7% ↑
  A₁              experiment.peak.asym_beba_a1                            0.191        0.109     0.032   42.9% ↓
  B₀              experiment.peak.asym_beba_b0                           -0.018      -0.0061    0.0027   66.1% ↑
  B₁              experiment.peak.asym_beba_b1                           -0.022      -0.0553    0.0052   151.5% ↓
  U, deg²         experiment.peak.broad_gauss_u                          0.0296       0.0370    0.0011   25.0% ↑
  V, deg²         experiment.peak.broad_gauss_v                         -0.0446      -0.0424    0.0021   4.9% ↑
  W, deg²         experiment.peak.broad_gauss_w                          0.1119      0.10490   0.00098   6.3% ↓
  Eta0            experiment.peak.mixing_eta_0                           0.1077       0.1247    0.0051   15.8% ↑
  B iso, Ų       structures[Al2O3].atom_sites[Al1].adp_iso               0.500        -0.38      0.25   175.1% ↓
  z               structures[Al2O3].atom_sites[Al1].fract_z             0.33440       0.3343    0.0031   
  B iso, Ų       structures[Al2O3].atom_sites[O1].adp_iso                0.500         1.19      0.30   138.9% ↑
  x               structures[Al2O3].atom_sites[O1].fract_x              0.35650       0.3127    0.0048   12.3% ↓
  a, Å            structures[Al2O3].cell.length_a                        4.7564      4.75836   0.00043   
  c, Å            structures[Al2O3].cell.length_c                       12.9813      12.9670    0.0022   0.1% ↓
  B iso, Ų       structures[YAlO3].atom_sites[Al].adp_iso                0.500        0.122     0.016   75.6% ↓
  B iso, Ų       structures[YAlO3].atom_sites[O1].adp_iso                0.500        0.066     0.011   86.8% ↓
  x               structures[YAlO3].atom_sites[O1].fract_x             -0.08396     -0.08392   0.00015   
  y               structures[YAlO3].atom_sites[O1].fract_y             -0.02188     -0.02202   0.00013   0.7% ↓
  B iso, Ų       structures[YAlO3].atom_sites[O2].adp_iso                0.500       0.1407    0.0078   71.9% ↓
  x               structures[YAlO3].atom_sites[O2].fract_x              0.20451     0.204695  0.000099   0.1% ↑
  y               structures[YAlO3].atom_sites[O2].fract_y              0.29518     0.294833  0.000088   0.1% ↓
  z               structures[YAlO3].atom_sites[O2].fract_z              0.04448     0.044281  0.000064   0.4% ↓
  B iso, Ų       structures[YAlO3].atom_sites[Y].adp_iso                 0.500       0.1162    0.0089   76.8% ↓
  x               structures[YAlO3].atom_sites[Y].fract_x               0.01211      0.01244   0.00012   2.7% ↑
  y               structures[YAlO3].atom_sites[Y].fract_y               0.55405     0.554035  0.000083   
  a, Å            structures[YAlO3].cell.length_a                        5.1729     5.172477  0.000073   
  b, Å            structures[YAlO3].cell.length_b                        5.3272     5.326739  0.000074   
  c, Å            structures[YAlO3].cell.length_c                        7.3614      7.36083   0.00011   

  - start   the value before the fit
  - value   the fitted value
  - s.u.    its standard uncertainty
  - change  how far the fit moved it, in % of the start: ↑ up, ↓ down

Report

Write the HTML report of the fitted project and open it in a browser.

The standalone executable has no report; use the Python package.

python -m edi report pd-neut-cwl_yalo3-al2o3-spodi --output pd-neut-cwl_yalo3-al2o3-spodi.html