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Mathematical Problems in Engineering
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2022
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Article
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Tab 4
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Research Article
Intelligent Computing of Levenberg-Marquard Technique Backpropagation Neural Networks for Numerical Treatment of Squeezing Nanofluid Flow between Two Circular Plates
Table 4
Results for scenario 1 of the flow problem
f
’.
Case
MSE
Performance
Gradient (E)
Mu
Epoch
Time
Training
Validation
Testing
1
8.60809
E
− 11
1.17599
E
− 9
4.08718
E
− 10
8.61
E
− 11
9.88–8
1
E
− 9
278
0
2
8.3733
E
− 9
5.74998
E
− 9
1.34309
E
− 8
5.81
E
− 12
1.00–8
1
E
− 11
220
0
3
7.891
E
− 11
5.34501
E
− 11
9.06819
E
− 11
4.789
E
− 11
1.43–8
1
E
− 9
1000
3