This study presents an effective method based on long short-term memory to reduce the computational cost in nonlinear static analysis of functionally graded plates. Data points representing a load-deflection curve dataset are generated through isogeometric (IGA). The order these data is always maintained as sequential series observations; therefore, it referred time series. Dataset divided into...

This work involves the design optimization of metal–ceramic through thickness functionally graded material (FGM) plates subjected to thermomechanical loadings. Constrained was performed for minimum mass and cost FGM plates. The process plate structures requires a good choice metal ceramic materials adequate definition components volume fractions direction in order accomplish certain structural ...