P. Mulidrán

Springback Prediction in Sheet-Metal Bending Based on Finite Element Method and Artificial Neural Network with Shapley Additive Explanations Method

The main objective of this paper is to present a comparative analysis between the finite element method (FEM) and artificial neural networks (ANNs) for predicting sheet metal springback, while addressing the “black-box” nature of machine learning through explainable AI (XAI). To achieve this novelty, a multi-layer perc...