T Jacquemin, S Tomar, K Agathos… - … Methods in Engineering, 2020 - Springer
We provide a primer to numerical methods based on Taylor series expansions such as generalized finite difference methods and collocation methods. We provide a detailed …
Increasing application of composite structures in engineering field inherently speed up the studies focusing on the investigation of non-homogeneous bodies. Due to their capability on …
In this study, the vibration behaviours of functionally graded microplates with cracks are investigated by means of a simple yet rigorous version of Mindlin's generialised continuum …
Z Fu, W Xu, S Liu - Neural Networks, 2024 - Elsevier
This paper proposes an improved version of physics-informed neural networks (PINNs), the physics-informed kernel function neural networks (PIKFNNs), to solve various linear and …
Cosserat continua demonstrated to have peculiar mechanical properties, with respect to classic Cauchy continua, because they are able to more accurately describe heterogeneous …
An isogeometric boundary element method (IGABEM) is developed for the analysis of two- dimensional linear and isotropic elastic bodies governed by the couple stress theory. This …
Understanding the effects of defects is crucial due to their deliberate or unintentional presence in many materials. Classical theory of elasticity may not be the best candidate to …
Results from experimental torsion and bending tests show the existence of a size effect, which conventional continuum models are unable to describe. Therefore, the incorporation …
Q Xi, Z Fu, W Xu, MA Xue, YF Rashed… - Computers & Mathematics …, 2024 - Elsevier
In this paper, a novel hybrid method based on the finite element method (FEM) and physics- informed kernel function neural network (PIKFNN) is proposed. The method is applied to …