Advances in Aerodynamics

Table 10 Comparison of aerodynamic performance obtained from the CNN prediction and the CFD validation for the baseline and optimized wings (optimization case 1)

From: High-dimensional aerodynamic data modeling using a machine learning method based on a convolutional neural network

		\({C}_{L}\)	\({C}_{D}\)	\({C}_{L}/{C}_{D}\)	\({C}_{M}\)
CNN prediction	Baseline wing	0.00921	0.00405	2.2741	-0.00937
	Optimized wing	0.01186	0.00294	4.0315	-0.01048
	Δ	+28.77%	-27.41%	+77.28%	+11.85%
CFD validation	Baseline wing	0.00952	0.00389	2.4442	-0.00897
	Optimized wing	0.01068	0.00377	2.8335	-0.00960
	Δ	+12.18%	-3.08%	+15.93%	+7.02%

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