2 papers
cs.CE2021
Physics-informed neural networks for solving thermo-mechanics problems of functionally graded material
Mayank Raj, Pramod Kumbhar, Ratna Kumar Annabattula
Differential equations are indispensable to engineering and hence to innovation. In recent years, physics-informed neural networks (PINN) have emerged as a novel method for solving…
math.NA2017
An Abaqus UEL implementation of the smoothed finite element method
Pramod Y Kumbhar, Amrita Francis, Narasimhan Swaminathan +2
In this paper, we discuss the implementation of a cell based smoothed finite element method (CSFEM) within the commercial finite element software Abaqus. The salient feature of the…