This paper proposes an efficient approach based on a machine learning technique to predict the local stresses on mooring chain links. Three-link and multi-link finite element analyses were conducted for a target chain link of D107 with steel grade R4; 24. 000 and 8000 analyses were performed. respectively. https://editsbloomchices.shop/product-category/one-pieces/