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. 2023 Jul 7;9(7):e17902. doi: 10.1016/j.heliyon.2023.e17902
No. Input 1 (μ) Input 2 (η) Input 3 (kg) Input 4 (RS) Output 1 (A/A0)
Output 2 (P/P0)
Output 3 (t/t0)
FEM ANN FEM ANN FEM ANN
1 89236660 839738333 4.2925 6.6318 0.8253 0.8189 2.9628 2.9278 1.0606 1.0625
2 2274556 685016071 2.5439 12.9986 0.7733 0.8034 2.3190 2.3007 1.0218 1.0272
3 27545082 710590398 3.4152 17.5159 1.1749 1.1810 3.4450 3.3772 1.1629 1.1674
4 678269752 50295146930 2.9451 11.9447 0.8058 0.8042 2.5782 2.6030 1.0406 1.0424
5 50941449 264768421 1.0344 12.0709 0.9421 0.9396 1.3583 1.3499 0.9898 0.9957
6 10000000 100000000 2.5000 10.0000 0.8086 0.8144 2.0982 2.0981 1.0195 1.0147
7 59552786 578790724 2.5397 6.3373 0.8903 0.8948 1.8648 1.8620 1.0058 1.0065
8 303195068 29357395923 4.3988 12.9473 1.3466 1.3386 4.2577 4.2808 1.2233 1.2205
9 510210307 40665665948 4.5755 9.1418 1.0376 1.0131 3.8356 3.9574 1.1318 1.1373
10 90297635 386730396 2.5980 13.9589 0.8273 0.8176 2.3694 2.3906 1.0510 1.0361
11 82939475 598613536 2.5726 7.8532 0.8518 0.8482 1.9943 1.9850 1.0145 1.0106
12 76936507 743434369 2.2516 16.4074 0.7904 0.8079 2.2120 2.2144 1.0271 1.0250
13 347610189 350315439 2.0306 17.6133 0.8065 0.8260 1.9949 2.0340 1.0422 1.0186
14 402440215 46241249144 3.0313 8.1144 0.7865 0.7877 2.3364 2.3259 1.0196 1.0127
15 31784213 366022670 1.7682 9.6443 0.9026 0.9034 1.6581 1.6579 0.9990 1.0012
16 97914228 355225813 2.5276 9.5994 0.8205 0.8181 2.0651 2.0697 1.0262 1.0140
17 264529139 28006271326 1.6808 17.3690 0.7944 0.8021 1.8225 1.8609 0.9908 1.0031
18 538708087 40701488244 1.6110 17.3934 0.8073 0.8089 1.7749 1.7745 0.9888 0.9996
19 72731318 692886960 3.3745 19.2550 1.2794 1.2414 3.4998 3.3804 1.2019 1.1813
20 60701329 565923845 2.6142 9.9444 0.8002 0.8082 2.1692 2.1619 1.0242 1.0181