Xiaonan Hou

University of Lancaster

United Kingdom

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Articles (17)

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2025

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2025

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2022

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2022

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2022

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2022

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2022

Collaborators (6)

Craig Carnegie

Assistant Professor

University of Warwick

UNITED KINGDOM

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Jianqiao Ye

Professor and Chair

University of Lancaster

UNITED KINGDOM

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Mohamed Saafi

University of Lancaster

UNITED KINGDOM

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Dezhi Li

Assistant Professor

University of Warwick

UNITED KINGDOM

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Zewen Gu

University of Lancaster

UNITED KINGDOM

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Carl Slater

University of Warwick

UNITED KINGDOM

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Xiaonan Hou

Research Interests

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Articles (17)

A coupled deep learning and DEM modelling approach for transverse crack prediction in UD-GFRP composites

Analysis of the effect of microstructural defects on the performance and fracture mechanism of adhesive single lap joints

Spatio-temporal attention-based hidden physics-informed neural network for remaining useful life prediction

Significantly improves the mechanical strength of aluminum alloy adhesive joint through electrochemical pretreatment in environmentally friendly medium

Effect of microstructural roughness on the performance and fracture mechanism of multi-type single lap joints

Effects of defects on the transverse mechanical response of unidirectional fibre-reinforced polymers: DEM simulation and deep learning prediction

Dynamic Finite Element Model Based on Timoshenko Beam Theory for Simulating High-Speed Nonlinear Helical Springs

Investigation on the transitional micromechanical response of hybrid composite adhesive joints by a novel adaptive DEM model

Joining Technologies for Aluminium Castings—A Review

A genetic evolved machine learning approach for 3D DEM modelling of anisotropic materials with full consideration of particulate interactions

Analysis of failure mechanisms of adhesive joints modified by a novel additive manufacturing-assisted method

Morphological characterization and reconstruction of fractured heat-treated glass

A Novel Self‐Updating Design Method for Complex 3D Structures Using Combined Convolutional Neuron and Deep Convolutional Generative Adversarial Networks

Design optimisation of braided composite beams for lightweight rail structures using machine learning methods

Finite Element Modelling on the Mechanical Behaviour of Marine Bonded Composite Hose (MBCH) under Burst and Collapse

Insights into the micromechanical response of adhesive joint with stochastic surface micro-roughness

Local bridging effect of fractured laminated glass with EVA based hybrid interlayers under weathering actions

Collaborators (6)

Craig Carnegie

Jianqiao Ye

Mohamed Saafi

Dezhi Li

Zewen Gu

Carl Slater

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