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Readd classification network #5

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Aug 23, 2021
Merged

Readd classification network #5

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c3d01c5
- Added material collection and a test for it
gomezzz Aug 5, 2021
9ca75c4
- Added material collection in several places
gomezzz Aug 5, 2021
83eaec7
- Minor changes in notebook
gomezzz Aug 5, 2021
2ae33d8
Merge branch 'main' into Readd-classification-network
gomezzz Aug 5, 2021
5a170f3
Apply suggestions from code review
gomezzz Aug 5, 2021
ca502ff
Merge branch 'main' into Readd-classification-network
gomezzz Aug 23, 2021
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Empty file added nidn/materials/__init__.py
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1,452 changes: 1,452 additions & 0 deletions nidn/materials/data/aluminium_nitride.csv
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613 changes: 613 additions & 0 deletions nidn/materials/data/aluminium_oxide.csv
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629 changes: 629 additions & 0 deletions nidn/materials/data/germanium.csv
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141 changes: 141 additions & 0 deletions nidn/materials/data/magnesium.csv
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Original file line number Diff line number Diff line change
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Wavelength n k
0.0000248 1 5.38e-11
0.000031 1 1.35e-10
0.00004133 1 4.8e-10
0.00006199 1.001 2.04e-9
0.000124 1 3.33e-8
0.000155 1 8.27e-8
0.0002066 0.9999 2.75e-7
0.00031 0.9998 0.00000119
0.0006199 0.9999 0.0000175
0.0008266 1 0.0000476
0.0009537 1 0.000015
0.000984 1 0.00000815
0.0009919 0.9999 0.00000709
0.001033 1 0.00000894
0.00124 0.9999 0.0000186
0.00155 0.9996 0.0000441
0.002066 0.999 0.000139
0.00248 0.9987 0.000266
0.002755 0.9984 0.000375
0.0031 0.9977 0.000542
0.003542 0.9974 0.000811
0.004133 0.9963 0.00125
0.004959 0.9948 0.00215
0.006199 0.9923 0.00407
0.006888 0.9911 0.0053
0.007749 0.9891 0.00711
0.008266 0.9881 0.00816
0.008551 0.9871 0.00885
0.008856 0.986 0.01
0.009184 0.9849 0.0116
0.009537 0.9846 0.0135
0.009919 0.9847 0.0152
0.01033 0.9846 0.0166
0.01078 0.9841 0.0177
0.01127 0.9829 0.0193
0.01181 0.9815 0.0225
0.0124 0.9815 0.0268
0.01305 0.9838 0.031
0.01378 0.986 0.033
0.01393 0.9867 0.0337
0.01409 0.987 0.0334
0.01425 0.987 0.0334
0.01442 0.987 0.0336
0.01476 0.988 0.0345
0.01512 0.988 0.0352
0.0155 0.987 0.036
0.0159 0.986 0.0374
0.01631 0.984 0.0414
0.01675 0.986 0.0475
0.01722 0.992 0.0526
0.01771 1 0.0533
0.01823 1.005 0.0503
0.01879 1.008 0.0458
0.01937 1.008 0.0432
0.02 1.008 0.0414
0.02066 1.008 0.0409
0.02101 1.008 0.041
0.02138 1.009 0.0408
0.02175 1.01 0.0409
0.02214 1.011 0.0418
0.02234 1.012 0.0412
0.02254 1.013 0.0406
0.02275 1.013 0.0398
0.02296 1.014 0.0401
0.02317 1.015 0.0407
0.02339 1.017 0.0393
0.02362 1.018 0.0388
0.02384 1.019 0.0376
0.02407 1.02 0.0372
0.02431 1.021 0.0358
0.02455 1.023 0.0379
0.0248 1.03 0.0417
0.0249 1.04 0.0418
0.025 1.05 0.0338
0.0251 1.053 0.0106
0.0252 1.04 0.00492
0.0253 1.033 0.00492
0.02556 1.023 0.00496
0.02583 1.018 0.00502
0.02695 1.004 0.00597
0.02818 0.997 0.00686
0.02952 0.989 0.00736
0.031 0.982 0.00884
0.03263 0.975 0.0102
0.03444 0.967 0.0114
0.03647 0.959 0.0141
0.03875 0.95 0.0154
0.04133 0.939 0.0169
0.04428 0.924 0.0196
0.04769 0.906 0.0252
0.05166 0.885 0.033
0.05636 0.861 0.0454
0.06199 0.833 0.0592
0.06888 0.798 0.0731
0.07749 0.741 0.0792
0.08266 0.692 0.0916
0.08856 0.644 0.111
0.09537 0.577 0.127
0.1033 0.477 0.145
0.1078 0.404 0.158
0.1127 0.293 0.176
0.1181 0.11 0.296
0.124 0.0723 0.499
0.1305 0.0691 0.647
0.1378 0.0717 0.787
0.1459 0.0858 0.926
0.155 0.115 1.06
0.1653 0.155 1.19
0.1698 0.171 1.23
0.1746 0.184 1.27
0.1797 0.194 1.31
0.1851 0.199 1.35
0.1907 0.197 1.39
0.1968 0.187 1.44
0.2033 0.166 1.49
0.2101 0.14 1.56
0.2175 0.121 1.64
0.2214 0.112 1.74
0.248 0.111 2
0.31 0.132 2.63
0.4133 0.184 3.66
0.6199 0.382 5.74
0.8266 0.791 7.96
1.24 2.997 12.8
1.378 4.776 14.5
1.55 8.269 15.5
1.771 11.2 10.2
1.907 8.809 8.98
2.066 6.056 9.33
2.254 4.194 12.2
2.48 4.509 14.7
2.755 5.056 16.8
3.1 6.069 19.5
3.542 7.519 22.2
4.133 9.516 25.1
4.959 12.3 28.8
6.199 15.2 32.6
8.266 18.9 37.6
12.4 23.8 48.8
24.8 30.3 60.2
17 changes: 17 additions & 0 deletions nidn/materials/data/readme.txt
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Ag, silver: Hageman et al. 1974, 2.48e-6 - 248
Ge, germanium: Amotchkina et al, 2020, 0.4 - 11
Mg, magnesium: Hageman et al. 1974, 2.48e-6 - 248
Si3N4, silicon nitride: Kischkat et al, 2021, 1.54 - 14.29
AlN, aluminium nitride: Kischkat et al, 2021, 1.54 - 14.29
Al2O3, aluminium oxide: Querry, 1985, 0.21 - 55.6 (o)
SiO2, silicon oxide:
Thin film: Kischkat et al, 2012, 1.54 - 7
Fused silica: Popova et al, 1972, 7 - 50
Ta2O5, tantalum pentoxide:
Bulk: Rodriguez-deMarcos et al, 2016: 0.03 - 1.51
Nanocrystalline film: Bright et al, 2013: 1.52 - 1000 (cut off at 40)
TiO2, titanium oxide: Siefke et al, 2016, 0.120 - 125 (only took 0.2 - 40)
ZnO, zinc oxide (pellet): Querry, 1985, 0.21 - 55.6
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