...Packia Antony Amalan A.; Renugadevi N. The present work reviews recent research on the mechanical properties of magnesium (Mg)-based materials using machine learning ( ML ) and deep learning methods. Magnesium-based materials are one of the important lightweight and biodegradable materials due...

...Rishab Nigam; Vedasri Bai Khavala; Khushbu Dash; Nachiketa Mishra The deep learning (DL) method consisting of a convolutional neural network (CNN) was employed to automate the task of microstructural recognition and classification to identify dendritic characteristics in metallic microstructures...

...-X/PSD calculation and predicting the attenuation behavior of the samples by utilizing the deep learning (DL) algorithm. From the attained results, it is seen that the higher the x (concentration of LMN in the KNN–LMN lead-free ceramics), the better the shielding proficiency observed...