Nanostructures are widely used in nano and micro-sized systems and devices such as biosensors, nano actuators, nano-probes, and nano-electro-mechanical systems. The …
An isogeometric homogenization (IGH) technique is constructed for the homogenization and localization of unidirectional composites with radially or circumferentially orthotropic …
In this paper, an original probabilistic micromechanics damage framework involving multi- deformation mechanisms, based on the modified Mori-Tanaka and Transformation Field …
In this contribution, a probabilistic micromechanics damage framework is presented to predict the macroscopic stress–strain response and progressive damage in unidirectional …
We present a deep learning framework that leverages computational homogenization expertise to predict the local stress field and homogenized moduli of heterogeneous …
H Yang, Z Liu, Y Xia, W Fan, AC Taylor… - Composites Part B …, 2024 - Elsevier
With the advancement of 3D printing technology, manufacturing metamaterials with extreme mechanical properties is becoming more feasible. Hierarchical lattices appear to be ideal …
We present a physically informed deep neural network homogenization theory for identifying homogenized moduli and local electromechanical fields of periodic piezoelectric …
H Liu, Z Lyu - Thin-Walled Structures, 2020 - Elsevier
This paper is devoted to presenting theoretical modeling for a novel nano-mass sensor system composed of smart core integrated with graphene layers in its top and bottom …
Surface piezoelectricity considering the extended Gurtin--Murdoch coherent interface model has been incorporated into the composite cylinder assemblage (CCA), generalized self …