Xiaonan Hou

A parametric study of adhesive bonded joints with composite material using black-box and grey-box machine learning methods: Deep neuron networks and genetic programming

Zewen Gu, Yiding Liu, Darren J. Hughes et al. · Composites Part B Engineering · 2021 · 67 citations

Artificial Intelligence, Evolving Neural Network, Engineering +6

A novel concept to develop composite structures with isotropic negative Poisson’s ratio: Effects of random inclusions

Xiaonan Hou, Hong Hu, Vadim V. Silberschmidt · Composites Science and Technology · 2012 · 66 citations

Materials Science, Engineering, Random Inclusions +10

Strength of submarine hoses in Chinese-lantern configuration from hydrodynamic loads on CALM buoy

Chiemela Victor Amaechi, Facheng Wang, Xiaonan Hou et al. · Ocean Engineering · 2018 · 65 citations

Marine Hydrodynamics, Hydroelasticity, Engineering +10

Composite risers for deep waters using a numerical modelling approach

Chiemela Victor Amaechi, Nathaniel Gillett, Agbomerie Charles Odijie et al. · Composite Structures · 2018 · 64 citations

Subsea System, Marine Hydrodynamics, Engineering +6

Predictions of macroscopic mechanical properties and microscopic cracks of unidirectional fibre-reinforced polymer composites using deep neural network (DNN)

Xiaoxuan Ding, Xiaonan Hou, Min Xia et al. · Composite Structures · 2022 · 57 citations · Full text

Materials Science, Fiber Reinforcement, Fibre-reinforced Plastic +15