A Novel Assisted Artificial Neural Network Modeling Approach for Improved Accuracy Using Small Datasets: Application in Residual Strength Evaluation of Panels with Multiple Site Damage Cracks

An artificial neural network (ANN) extracts knowledge from a training dataset and uses this acquired knowledge to forecast outputs for any new set of inputs. When the input/output relations are complex and highly non-linear, the ANN needs a relatively large training dataset (hundreds of data points)...

وصف كامل

التفاصيل البيبلوغرافية
الحاوية / القاعدة:	Applied Sciences
المؤلفون الرئيسيون:	Ala Hijazi, Sameer Al-Dahidi, Safwan Altarazi
التنسيق:	مقال
اللغة:	الإنجليزية
منشور في:	MDPI AG 2020-11-01
الموضوعات:	artificial neural networks small datasets assisted-ANN hybrid-ANN ANN inputs fracture mechanics
الوصول للمادة أونلاين:	https://www.mdpi.com/2076-3417/10/22/8255

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