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Merge pull request #584 from bobmyhill/relaxed_anisotropy
anisotropic stishovite model
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| ## Companion code to | ||
| # A self-consistent Landau formalism to model instantaneous and time-dependent elastic softening and second order phase transitions in anisotropic phases, with application to stishovite | ||
| ## R. Myhill | ||
|
|
||
| The python scripts contained in this directory accompany the paper | ||
| submitted by Myhill (2024). | ||
| There are comments in each of the scripts, so it is hoped that by reading | ||
| these in tandem with the original paper, the reader will get a feel | ||
| for how to use the code for their own purposes. | ||
|
|
||
| The scripts contained in this directory are as follows: | ||
|
|
||
| stishovite_data.py | ||
| ------------------ | ||
| This script packages all of the data in the data directory into convenient | ||
| dictionaries. | ||
|
|
||
| stishovite_parameters.py | ||
| ------------------------ | ||
| This script provides the final fitted parameters for the model, | ||
| along with the bounds used during fitting. | ||
|
|
||
| stishovite_model.py | ||
| ------------------- | ||
| This file makes the burnman solution objects from the parameters. | ||
| The function get_models() also modifies the Zhang elasticity data | ||
| based on the model parameters, as described in the paper. | ||
|
|
||
| stishovite_fit_eos.py | ||
| --------------------- | ||
| This script allows the user to refine the model parameters | ||
| based on the experimental data. | ||
|
|
||
| stishovite_model_plots.py | ||
| ------------------------- | ||
| This script creates all of the plots presented in the paper. |
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contrib/anisotropic_stishovite/data/Andrault_2003_post_stishovite_unit_cell.dat
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| # P P_err a a_err b b_err c c_err V V_err | ||
| 66.31 0.19893 3.8971 0.0007 4.0008 0.0008 2.5658 0.0002 40.005 0.013 | ||
| 69.58 0.20874 3.8829 0.0007 3.9955 0.0007 2.5608 0.0003 39.729 0.013 | ||
| 76.42 0.22926 3.8467 0.0011 4.0114 0.0012 2.5509 0.0004 39.363 0.021 | ||
| 81.72 0.24516 3.8325 0.0009 3.9848 0.001 2.5438 0.0002 38.848 0.016 | ||
| 89.39 0.26817 3.817 0.001 3.9787 0.0011 2.5339 0.0002 38.481 0.017 | ||
| 94.64 0.28392 3.8014 0.001 3.975 0.0011 2.5279 0.0002 38.198 0.017 | ||
| 99.41 0.29823 3.7882 0.0009 3.9709 0.001 2.5221 0.0002 37.939 0.016 | ||
| 103.7 0.3111 3.7773 0.001 3.9664 0.0011 2.5169 0.0003 37.709 0.017 | ||
| 106.9 0.3207 3.7675 0.0006 3.9576 0.0007 2.513 0.0002 37.469 0.011 | ||
| 114.6 0.3438 3.7505 0.0007 3.9533 0.0008 2.5065 0.0003 37.164 0.013 | ||
| 120.4 0.3612 3.7364 0.0007 3.9482 0.0008 2.4998 0.0002 36.876 0.013 | ||
| 124.1 0.3723 3.727 0.0008 3.9449 0.0009 2.496 0.0003 36.699 0.013 | ||
| 128 0.384 3.7201 0.0008 3.9422 0.0009 2.4913 0.0003 36.535 0.014 |
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contrib/anisotropic_stishovite/data/Andrault_2003_stishovite_unit_cell.dat
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| # P P_err a a_err c c_err V V_err | ||
| 0.0001 0.00001 4.17755 0.00016 2.66518 0.00034 46.5126 0.0061 | ||
| 1.168 0.006 4.17119 0.00027 2.66356 0.0003 46.3429 0.0053 | ||
| 2.299 0.008 4.16504 0.00011 2.6618 0.00024 46.1756 0.0043 | ||
| 3.137 0.008 4.16051 0.00014 2.66062 0.00029 46.055 0.0051 | ||
| 4.252 0.008 4.15488 0.00013 2.65868 0.00026 45.8969 0.0045 | ||
| 5.037 0.011 4.15084 0.00015 2.65767 0.0003 45.7902 0.0053 | ||
| 5.851 0.009 4.14669 0.00012 2.65612 0.00022 45.6721 0.0038 | ||
| 6.613 0.008 4.14323 0.00014 2.6547 0.00027 45.5715 0.005 | ||
| 7.504 0.009 4.13888 0.00012 2.6534 0.00022 45.4536 0.0041 | ||
| 8.264 0.011 4.13555 0.00015 2.65226 0.0003 45.3609 0.0056 | ||
| 9.635 0.012 4.12962 0.00011 2.64976 0.00023 45.1885 0.0042 | ||
| 11.69 0.03507 4.1217 0.0001 2.6458 0.0001 44.947 0.002 | ||
| 17.67 0.05301 4.0962 0.0001 2.6381 0.0001 44.264 0.002 | ||
| 22.38 0.06714 4.0781 0.0001 2.6321 0.0002 43.776 0.003 | ||
| 29.38 0.08814 4.0552 0.0003 2.6192 0.0005 43.073 0.009 | ||
| 37.71 0.11313 4.0287 0.0003 2.6048 0.0004 42.278 0.008 | ||
| 46.03 0.13809 4.0035 0.0004 2.5919 0.001 41.544 0.017 | ||
| 52.73 0.15819 3.9859 0.0004 2.5806 0.0004 40.999 0.009 | ||
| 26.32 0.07896 4.0576 0.0002 2.6217 0.0003 43.164 0.006 | ||
| 30.98 0.09294 4.044 0.0002 2.6155 0.0003 42.772 0.005 | ||
| 34.21 0.10263 4.0308 0.0001 2.6101 0.0002 42.407 0.003 | ||
| 38.45 0.11535 4.0207 0.0002 2.6037 0.0002 42.093 0.004 | ||
| 43.37 0.13011 4.003 0.0002 2.5966 0.0002 41.61 0.004 | ||
| 47.49 0.14247 3.9907 0.0003 2.5921 0.0004 41.28 0.007 | ||
| 50.47 0.15141 3.9836 0.0002 2.5837 0.0004 41 0.008 | ||
| 55.91 0.16773 3.9755 0.0003 2.5767 0.0008 40.724 0.013 | ||
| 57.56 0.17268 3.9725 0.0003 2.5788 0.0009 40.695 0.015 |
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contrib/anisotropic_stishovite/data/Fischer_2018_stishovite.dat
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contrib/anisotropic_stishovite/data/Ito_1974_stishovite_room_pressure.dat
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| # T(K) a a_err b b_err c c_err V V_err | ||
| 291.15 4.1789 0.00208945 4.1789 0.00208945 2.6664 0.00208945 46.56389037 0.049147819 | ||
| 413.15 4.1834 0.0020917 4.1834 0.0020917 2.666 0.0020917 46.6572276 0.049279652 | ||
| 473.15 4.1852 0.0020926 4.1852 0.0020926 2.6667 0.0020926 46.70964797 0.049339583 | ||
| 523.15 4.1864 0.0020932 4.1864 0.0020932 2.6674 0.0020932 46.74870559 0.0493815 | ||
| 573.15 4.1881 0.00209405 4.1881 0.00209405 2.6672 0.00209405 46.78317239 0.049431031 | ||
| 773.15 4.195 0.0020975 4.195 0.0020975 2.6699 0.0020975 46.98496695 0.049661643 | ||
| 291.15 4.1795 0.00208975 4.1795 0.00208975 2.6649 0.00208975 46.55106014 0.049153415 | ||
|
|
||
| 663.15 4.1922 0.0020961 4.1922 0.0020961 2.6686 0.0020961 46.89941969 0.049566275 | ||
| 723.15 4.1937 0.00209685 4.1937 0.00209685 2.6698 0.00209685 46.95409215 0.04962154 | ||
| 773.15 4.1951 0.00209755 4.1951 0.00209755 2.67 0.00209755 46.98896691 0.049665497 | ||
| 823.15 4.1967 0.00209835 4.1967 0.00209835 2.6713 0.00209835 47.04771265 0.049724693 | ||
| 873.15 4.1987 0.00209935 4.1987 0.00209935 2.6713 0.00209935 47.09256592 0.049785202 |
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| # This paper was almost solely studying stv. | ||
| # Just a few post-stv data points, not in this table | ||
| # (see their Fig 2) | ||
| # Data Number T (K) P (GPa) Stishovite Au V (Å3) | ||
| a (Å) c (Å) V (Å3) | ||
| M1034007 1300 19.32(10) 4.1145(3) 2.6464(4) 44.80(2) 63.84(2) | ||
| M1034008 1100 18.9(2) 4.1105(3) 2.6443(2) 44.68(2) 63.57(3) | ||
| M1034009 900 18.5(2) 4.1062(4) 2.6422(3) 44.55(2) 63.30(4) | ||
| M1034010 700 17.9(2) 4.1031(2) 2.6390(2) 44.43(3) 63.08(3) | ||
| M1034011 500 17.5(2) 4.1002(4) 2.6377(4) 44.34(3) 62.84(2) | ||
| M1034012 300 16.85(12) 4.0987(3) 2.6359(2) 44.28(2) 62.66(2) | ||
| M1036003 1300 25.6(2) 4.0866(2) 2.6345(3) 44.00(2) 62.24(2) | ||
| M1036004 1100 25.02(2) 4.0828(3) 2.6337(4) 43.90(2) 62.04(2) | ||
| M1036005 900 24.6(3) 4.0792(6) 2.6304(9) 43.77(4) 61.82(4) | ||
| M1036006 700 24.1(2) 4.07704(5) 2.62788(8) 43.681(4) 61.64(2) | ||
| M1036007 500 23.4(2) 4.0751(4) 2.6235(9) 43.60(5) 61.48(3) | ||
| M1036008 300 23.05(10) 4.0743(4) 2.6237(5) 43.55(4) 61.28(1) | ||
| M1036012 1300 30.9(2) 4.0630(2) 2.6260(4) 43.35(4) 61.06(3) | ||
| M1036013 1100 30.3(2) 4.0600(4) 2.6232(3) 43.24(2) 60.90(2) | ||
| M1036014 900 29.98(2) 4.0591(4) 2.6197(3) 43.16(3) 60.70(3) | ||
| M1036015 700 29.5(2) 4.0545(3) 2.6192(2) 43.06(3) 60.5(2) | ||
| M1036016 500 29.1(3) 4.0538(4) 2.6181(5) 43.02(2) 60.36(3) | ||
| M1036017 300 28.5(2) 4.0513(7) 2.6167(5) 42.95(4) 60.22(2) | ||
| M914003 1700 38.5(4) 4.0462(4) 2.6211(6) 42.91(3) 60.08(4) | ||
| M914005 1500 37.7(3) 4.0425(4) 2.6193(7) 42.80(3) 59.98(3) | ||
| M914006 1300 37.4(4) 4.0392(5) 2.6172(8) 42.70(4) 59.80(4) | ||
| M914007 1100 36.7(4) 4.0365(6) 2.6155(10) 42.62(5) 59.68(5) | ||
| M914008 900 36.4(4) 4.0340(7) 2.6135(10) 42.53(5) 59.50(4) | ||
| M914009 700 35.9(3) 4.0322(5) 2.6121(9) 42.47(4) 59.36(3) | ||
| M914010 500 35.1(2) 4.0308(4) 2.6109(7) 42.42(3) 59.28(3) | ||
| M914011 300 34.2(3) 4.0302(4) 2.6105(7) 42.40(3) 59.21(3) | ||
| M942004 1700 40.4(4) 4.0406(4) 2.6177(7) 42.74(3) 59.74(4) | ||
| M942005 1500 40.1(4) 4.0362(3) 2.6153(5) 42.60(2) 59.54(4) | ||
| M942006 1300 39.3(3) 4.0339(4) 2.6125(7) 42.51(3) 59.46(3) | ||
| M942007 1100 39.0(2) 4.0310(3) 2.6106(6) 42.42(3) 59.27(2) | ||
| M942008 900 38.5(2) 4.0290(5) 2.6085(9) 42.34(4) 59.13(2) | ||
| M942009 700 38.0(2) 4.0263(4) 2.6070(7) 42.26(3) 59.00(2) | ||
| M942010 500 37.4(2) 4.0247(2) 2.6062(4) 42.21(2) 58.89(3) | ||
| M942011 300 36.8(3) 4.0234(4) 2.6058(8) 42.18(4) 58.77(3) | ||
| M915004 1700 46.1(5) 4.0201(5) 2.6081(8) 42.15(4) 58.75(5) | ||
| M915005 1500 45.9(2) 4.0168(4) 2.6056(7) 42.04(4) 58.56(2) | ||
| M915006 1300 45.6(4) 4.0143(3) 2.6039(5) 41.96(2) 58.40(4) | ||
| M915007 1100 44.88(11) 4.0117(3) 2.6024(6) 41.88(3) 58.31(1) | ||
| M915008 900 44.5(2) 4.0095(3) 2.6010(5) 41.81(2) 58.17(2) | ||
| M915009 700 43.9(2) 4.0079(2) 2.5993(4) 41.75(2) 58.07(2) | ||
| M915010 500 43.3(2) 4.0064(4) 2.5988(8) 41.71(4) 57.97(4) | ||
| M915011 300 42.5(4) 4.0058(3) 2.5977(5) 41.68(2) 57.89(5) | ||
| M941009 1700 48.1(3) 4.01369(10) 2.60407(10) 41.951(14) 58.41(2) | ||
| M941010 1500 47.8(4) 4.01017(10) 2.60158(10) 41.837(14) 58.26(3) | ||
| M941011 1300 47.4(2) 4.0063(3) 2.5999(6) 41.73(3) 58.12(4) | ||
| M941012 1100 47.3(2) 4.0036(2) 2.5977(4) 41.64(2) 57.94(2) | ||
| M941013 900 47.10(13) 4.0004(3) 2.5954(5) 41.54(2) 57.78(2) | ||
| M941014 700 47.1(2) 3.9972(4) 2.5939(6) 41.45(3) 57.60(3) | ||
| M941015 500 46.6(2) 3.9957(4) 2.5924(6) 41.39(3) 57.48(2) | ||
| M941016 300 46.16(12) 3.9948(3) 2.5916(6) 41.36(3) 57.373(10) | ||
| M922006 1300 54.4(3) 3.9863(4) 2.5901(7) 41.16(3) 57.10(4) | ||
| M922007 1100 54.5(3) 3.9833(4) 2.5877(7) 41.06(3) 56.91(3) | ||
| M922008 900 54.4(2) 3.9801(7) 2.5857(12) 40.96(6) 56.76(3) | ||
| M922009 700 54.0(3) 3.9781(4) 2.5839(6) 40.89(3) 56.64(2) | ||
| M922010 500 53.7(4) 3.9758(7) 2.5822(13) 40.82(6) 56.53(3) | ||
| M922011 300 53.4(4) 3.9750(7) 2.5819(12) 40.80(5) 56.41(3) |
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contrib/anisotropic_stishovite/data/Zhang_2021_stishovite_angles.dat
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| # P Perr V Verr D Derr thetavar thetavarerr angle angleerr | ||
| 0 0.00001 7.351 0.002 0.01278 0.00003 27.186 0.007 0 0.001 | ||
| 2.8 0.1 7.319 0.004 0.01196 0.00007 27.75 0.02 0 0.001 | ||
| 7.8 0.1 7.224 0.008 0.00923 0.0001 27.35 0.03 0 0.001 | ||
| 13 0.2 7.128 0.008 0.00745 0.00008 26.7 0.03 0 0.001 | ||
| 16 0.1 7.075 0.008 0.00685 0.00008 27.52 0.03 0 0.001 | ||
| 16.9 0.3 7.057 0.009 0.00711 0.00011 27.16 0.03 0 0.001 | ||
| 19.7 0.1 6.988 0.008 0.00537 0.00006 25.96 0.03 0 0.001 | ||
| 21.4 0.1 6.994 0.009 0.00582 0.00007 27.92 0.03 0 0.001 | ||
| 26.8 0.2 6.895 0.008 0.00662 0.00008 28.91 0.03 0 0.001 | ||
| 28.5 0.2 6.828 0.009 0.00412 0.00005 27.16 0.03 0 0.001 | ||
| 33.8 0.2 6.738 0.005 0.00325 0.00003 27.32 0.02 0 0.001 | ||
| 40.4 0.2 6.659 0.005 0.00276 0.00002 28.01 0.02 0 0.001 | ||
| 48.7 0.2 6.542 0.008 0.00075 0.00001 26.66 0.03 0 0.001 | ||
| 49.8 0.2 6.522 0.01 0.00053 0.00001 25.85 0.04 0 0.2 | ||
| 52.4 0.2 6.53 0.013 0.00036 0.00004 26.85 0.05 2.1 0.2 | ||
| 54.2 0.2 6.511 0.013 0.00225 0.00001 25.52 0.05 2.6 0.2 | ||
| 55.6 0.2 6.473 0.008 0.00076 0.00001 26.71 0.03 2.5 0.1 | ||
| 58.6 0.3 6.466 0.013 0.00204 0.00004 24.52 0.05 3.3 0.2 | ||
| 62 0.3 6.435 0.016 0.0027 0.00007 23.63 0.06 3.8 0.2 | ||
| 64.4 0.3 6.418 0.018 0.00274 0.00011 24.92 0.07 4 0.2 | ||
| 65.8 0.3 6.405 0.014 0.00221 0.00005 25.31 0.05 4.2 0.2 | ||
| 68 0.3 6.386 0.013 0.00366 0.00007 23.79 0.05 4.6 0.2 | ||
| 71 0.3 6.356 0.009 0.00304 0.00004 24.26 0.03 4.9 0.1 | ||
| 73.8 0.3 6.341 0.013 0.00396 0.00008 23.68 0.05 5.1 0.2 | ||
| 75.3 0.3 6.3 0.008 0.00259 0.00003 24.29 0.03 5.4 0.1 |
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contrib/anisotropic_stishovite/data/Zhang_2021_stishovite_elastic_tensor.dat
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| # P err C11 err C12 err C13 err C22 err C23 err C33 err C44 err C55 err C66 err ρ err | ||
| # (GPa) (GPa) (GPa) (GPa) (GPa) (GPa) (GPa) (GPa) (GPa) (GPa) (GPa) (GPa) (GPa) (GPa) (GPa) (GPa) (GPa) (GPa) (GPa) (GPa) (g/cm3) (g/cm3) | ||
| # Platelet P1 | ||
| 0.0001 0.00001 454.2 2.4 196.1 3.1 193 3.3 454.2 2.4 193 3.3 760.2 6.9 261.6 1.6 261.6 1.6 319.7 2 4.286 0.001 | ||
| 26.4 0.8 558.2 4 371.6 5 233.5 2.8 558.2 4 233.5 2.8 847.5 6.2 302.6 1.9 302.6 1.9 396.2 3.2 4.598 0.001 | ||
| # Platelet P2 | ||
| 8.2 0.3 491.3 1.9 248.7 2.3 205.7 6.8 491.3 1.9 205.7 6.8 787.8 33.6 275.8 2.5 275.8 2.5 344.8 1.6 4.392 0.001 | ||
| 10.9 0.1 502.2 0.5 266.2 0.7 210.1 1.9 502.2 0.5 210.1 1.9 800.8 38 280 0.4 280 0.4 352.8 0.4 4.425 0.001 | ||
| 14.6 0.1 516.9 1.3 290.8 1.6 215.3 4.4 516.9 1.3 215.3 4.4 812.6 42 286 1.4 286 1.4 363.6 0.9 4.469 0.001 | ||
| 23.8 0.1 548.9 1.4 353.8 1.7 228.6 4.9 548.9 1.4 228.6 4.9 843.2 45 299.4 1.4 299.4 1.4 389.4 1.2 4.571 0.001 | ||
| 32.6 0.1 574.2 1.2 418 1.4 240.4 4 574.2 1.2 240.4 4 867.1 49 311.8 1.4 311.8 1.4 413.2 1 4.662 0.001 | ||
| 38.7 0.4 587.9 1.8 464.5 2.1 248.1 6.4 587.9 1.8 248.1 6.4 881.8 52 319.7 1.9 319.7 1.9 429.1 1.5 4.721 0.001 | ||
| 42.3 0.2 594.4 1.8 494.1 2.1 252.2 5.9 594.4 1.8 252.2 5.9 889.8 55 324.5 1.6 324.5 1.6 438.8 1.7 4.756 0.001 | ||
| 50.1 0.2 603.5 5.3 559.9 6 262.1 16.3 603.5 5.3 262.1 16.3 905 58 334.1 5.3 334.1 5.3 458.5 4.8 4.826 0.001 | ||
| # Platelet P3 | ||
| 17.9 0.1 531.2 3.5 310.7 7.8 220.8 3.2 531.2 3.5 220.8 3.2 823.4 3 290.6 1.5 290.6 1.5 371.4 3.6 4.507 0.001 | ||
| 20.8 0.1 539.2 4.8 331.9 10.3 224.1 4.1 539.2 4.8 224.1 4.1 832.6 4 294.5 2.1 294.5 2.1 382.2 5 4.538 0.001 | ||
| 28.5 0.5 564.2 4.8 386.7 10.9 230.2 3.6 564.2 4.8 230.2 3.6 855.7 3.4 306.6 1.7 306.6 1.7 403.7 4.5 4.62 0.001 | ||
| 35.3 0.3 583.9 4.5 440.1 9.9 240.3 3.9 583.9 4.5 240.3 3.9 873.2 3.4 315.9 1.8 315.9 1.8 416.4 4.4 4.688 0.001 | ||
| 41 0.3 592.7 3.2 482.6 8.2 251.4 2.2 592.7 3.2 251.4 2.2 886.6 2 322.8 1 322.8 1 434.4 5.1 4.743 0.001 | ||
| 42.3 0.1 594.7 3.9 492.7 7.7 250.2 3.3 594.7 3.9 250.2 3.3 890.9 2.9 324.3 1.5 324.3 1.5 439.7 4.1 4.755 0.001 | ||
| 44.1 0.1 597.4 5.8 505.5 12 253.5 5.2 597.4 5.8 253.5 5.2 894.4 4.5 327.2 2.3 327.2 2.3 444.6 6.1 4.772 0.001 | ||
| 45.8 0.2 599.7 3.8 521.9 8.7 256.3 3.3 599.7 3.8 256.3 3.3 898.2 2.9 329.1 1.6 329.1 1.6 447.4 4.4 4.788 0.001 | ||
| 47.9 0.1 600.6 3.7 540 6.7 258.6 3 600.6 3.7 258.6 3 903.7 2.9 331.4 1.4 331.4 1.4 454.9 3.5 4.807 0.001 | ||
| 49.1 0.2 603 3.8 549.4 7.6 260.4 3.2 603 3.8 260.4 3.2 905.7 3 333.1 1.4 333.1 1.4 456.6 3.9 4.818 0.001 | ||
| 52.1 0.2 605.5 4 578.6 8.3 264.2 3.5 605.5 4 264.2 3.5 912.2 3.1 336.4 1.5 336.4 1.5 462.4 4.1 4.844 0.001 | ||
| 55 0.5 605.9 5 605.5 9.4 267.6 4.2 605.9 5 267.6 4.2 918.5 3.8 339.8 1.8 339.8 1.8 470.2 5 4.869 0.002 | ||
| 57.2 0.1 593.8 36.8 594.9 5.8 237.4 9.6 673.8 3.3 298.4 2.4 920.1 1.6 346 1.2 338.8 1.5 475.9 2.7 4.899 0.002 | ||
| 60.1 0.2 609 92 585.6 20.6 226.1 29.8 723.5 10.2 310.8 7.4 922.2 4.8 351.8 3.5 340.4 4.3 483.3 8.8 4.929 0.002 | ||
| 64.2 0.2 648.5 96.8 576 17.4 219.3 25.8 779.6 8.9 322 6.4 926.3 4.2 357.9 3.4 343 4.1 494.5 6.3 4.971 0.002 | ||
| 69.7 0.3 695.2 99.8 572.7 19.9 215.5 26.4 838.7 9.4 331.4 6.3 932.3 4.1 365.5 3.7 347 4.6 507.2 6.5 5.026 0.002 |
39 changes: 39 additions & 0 deletions
39
contrib/anisotropic_stishovite/data/Zhang_2021_stishovite_unit_cell.dat
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,39 @@ | ||
| # P (GPa) err a (A) err b (A) err c (A) err V (Å) err ρ (g/cm3) err | ||
| 0.0001 0.000001 4.1771 0.001 4.1771 0.001 2.669 0.0008 46.57 0.03 4.286 0.003 | ||
| 4.3 0.1 4.1539 0.0006 4.1539 0.0006 2.6611 0.0008 45.92 0.01 4.347 0.001 | ||
| 5.9 0.1 4.1466 0.0006 4.1466 0.0006 2.6596 0.0008 45.73 0.01 4.365 0.001 | ||
| 7.4 0.1 4.1387 0.0006 4.1387 0.0006 2.6561 0.0008 45.5 0.01 4.388 0.001 | ||
| 9 0.1 4.1319 0.0006 4.1319 0.0006 2.6541 0.0008 45.31 0.01 4.405 0.001 | ||
| 10.4 0.1 4.1255 0.0006 4.1255 0.0006 2.6518 0.0008 45.13 0.01 4.423 0.001 | ||
| 12.8 0.1 4.1156 0.0006 4.1156 0.0006 2.6479 0.0008 44.85 0.01 4.451 0.001 | ||
| 14.8 0.1 4.1074 0.0006 4.1074 0.0006 2.6446 0.0008 44.62 0.01 4.474 0.001 | ||
| 16.1 0.1 4.1023 0.0006 4.1023 0.0006 2.6424 0.0008 44.47 0.01 4.489 0.001 | ||
| 17.1 0.1 4.0992 0.0006 4.0992 0.0006 2.6416 0.0008 44.39 0.01 4.497 0.001 | ||
| 18.3 0.1 4.0949 0.0006 4.0949 0.0006 2.6395 0.0008 44.26 0.01 4.51 0.001 | ||
| 19.6 0.1 4.09 0.0006 4.09 0.0006 2.6375 0.0008 44.12 0.01 4.524 0.001 | ||
| 19.8 0.1 4.0889 0.0006 4.0889 0.0006 2.6371 0.0008 44.09 0.01 4.527 0.001 | ||
| 21.9 0.1 4.082 0.0006 4.082 0.0006 2.6322 0.0008 43.86 0.01 4.551 0.001 | ||
| 23 0.2 4.0785 0.0006 4.0785 0.0006 2.631 0.0008 43.76 0.01 4.561 0.001 | ||
| 25.3 0.1 4.0705 0.0006 4.0705 0.0006 2.6278 0.0008 43.54 0.01 4.585 0.001 | ||
| 26.8 0.1 4.0654 0.0006 4.0654 0.0006 2.6261 0.0008 43.4 0.01 4.599 0.001 | ||
| 27.6 0.2 4.0612 0.0006 4.0612 0.0006 2.6238 0.0008 43.27 0.01 4.613 0.001 | ||
| 29.2 0.2 4.0566 0.0006 4.0566 0.0006 2.6221 0.0008 43.15 0.01 4.626 0.001 | ||
| 30.8 0.2 4.0528 0.0006 4.0528 0.0006 2.6203 0.0008 43.04 0.01 4.638 0.001 | ||
| 32.1 0.2 4.0485 0.0006 4.0485 0.0006 2.6174 0.0008 42.9 0.01 4.653 0.001 | ||
| 33.8 0.2 4.0422 0.0005 4.0422 0.0005 2.6166 0.0008 42.75 0.01 4.669 0.001 | ||
| 35.2 0.2 4.0393 0.0005 4.0393 0.0005 2.6133 0.0007 42.64 0.01 4.682 0.001 | ||
| 37.3 0.2 4.0328 0.0006 4.0328 0.0006 2.6105 0.0008 42.45 0.01 4.702 0.001 | ||
| 38.6 0.2 4.0293 0.0006 4.0293 0.0006 2.6096 0.0008 42.37 0.01 4.711 0.001 | ||
| 40.3 0.2 4.024 0.0006 4.024 0.0006 2.6062 0.0008 42.2 0.01 4.73 0.001 | ||
| 42.4 0.2 4.016 0.0006 4.016 0.0006 2.6039 0.0008 42 0.01 4.753 0.001 | ||
| 43.9 0.2 4.011 0.0006 4.011 0.0006 2.6015 0.0007 41.85 0.01 4.769 0.001 | ||
| 45.2 0.2 4.008 0.0006 4.008 0.0006 2.5992 0.0008 41.75 0.01 4.781 0.001 | ||
| 47.6 0.2 4.001 0.0006 4.001 0.0006 2.5965 0.0008 41.56 0.01 4.802 0.001 | ||
| 49.4 0.2 3.997 0.0006 3.997 0.0006 2.5929 0.0008 41.42 0.01 4.819 0.001 | ||
| 50.8 0.2 3.994 0.0006 3.994 0.0006 2.5895 0.0007 41.31 0.01 4.832 0.001 | ||
| 52.7 0.2 3.96 0.0112 4.0131 0.0009 2.5886 0.0008 41.14 0.11 4.852 0.013 | ||
| 54.8 0.2 3.9487 0.0015 4.0106 0.0006 2.5844 0.0007 40.93 0.02 4.877 0.002 | ||
| 56.9 0.2 3.9385 0.0015 4.0082 0.0006 2.58 0.0007 40.73 0.02 4.901 0.002 | ||
| 58.4 0.2 3.9319 0.0015 4.0065 0.0006 2.5783 0.0007 40.62 0.02 4.915 0.002 | ||
| 59.9 0.2 3.9242 0.0015 4.0048 0.0006 2.5762 0.0007 40.49 0.02 4.931 0.002 | ||
| 61.5 0.2 3.9168 0.0015 4.0029 0.0006 2.5741 0.0007 40.36 0.02 4.946 0.002 |
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