| 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 Z Gu, Y Liu, DJ Hughes, J Ye, X Hou Composites Part B: Engineering 217, 108894, 2021 | 53 | 2021 |
| Effect of rubber particles and fibers on the dynamic compressive behavior of novel ultra-lightweight cement composites: Numerical simulations and metamodeling Z Huang, W Deng, S Du, Z Gu, W Long, J Ye Composite Structures 258, 113210, 2021 | 29 | 2021 |
| Design optimisation of braided composite beams for lightweight rail structures using machine learning methods A Singh, Z Gu, X Hou, Y Liu, DJ Hughes Composite Structures 282, 115107, 2022 | 25 | 2022 |
| Finite element modelling on the mechanical behaviour of Marine Bonded Composite Hose (MBCH) under burst and collapse CV Amaechi, C Chesterton, HO Butler, Z Gu, AC Odijie, F Wang, X Hou, ... Journal of Marine Science and Engineering 10 (2), 151, 2022 | 25 | 2022 |
| Design and analysis method of nonlinear helical springs using a combining technique: Finite element analysis, constrained Latin hypercube sampling and genetic programming Z Gu, X Hou, J Ye Proceedings of the Institution of Mechanical Engineers, Part C: Journal of …, 2021 | 17 | 2021 |
| A novel paradigm of flatness prediction and optimization for strip tandem cold rolling by cloud-edge collaboration J Zhao, J Li, Q Yang, X Wang, X Ding, G Peng, J Shao, Z Gu Journal of Materials Processing Technology 316, 117947, 2023 | 15 | 2023 |
| Non-linear finite element model for dynamic analysis of high-speed valve train and coil collisions Z Gu, X Hou, E Keating, J Ye International Journal of Mechanical Sciences 173, 105476, 2020 | 15 | 2020 |
| Understanding mixed mode ratio of adhesively bonded joints using genetic programming (GP) Y Liu, Z Gu, DJ Hughes, J Ye, X Hou Composite Structures 258, 113389, 2021 | 14 | 2021 |
| Advanced static and dynamic analysis method for helical springs of non-linear geometries Z Gu, X Hou, J Ye Journal of Sound and Vibration 513, 116414, 2021 | 13 | 2021 |
| Numerical modelling on the local design of a Marine Bonded Composite Hose (MBCH) and its helix reinforcement CV Amaechi, C Chesterton, HO Butler, Z Gu, AC Odijie Journal of Composites Science 6 (3), 79, 2022 | 10 | 2022 |
| Crank shaft road electromagnetic road energy harvester for smart city applications N Zabihi, Z Gu, M Saafi Applied Energy 352, 122020, 2023 | 7 | 2023 |
| A genetic evolved machine learning approach for 3D DEM modelling of anisotropic materials with full consideration of particulate interactions Z Gu, X Ding, X Hou, J Ye Composites Part B: Engineering 250, 110432, 2023 | 6 | 2023 |
| Estimating microscale DE parameters of brittle adhesive joints using genetic expression programming X Wang, AY Kanani, Z Gu, J Yang, J Ye, X Hou International Journal of Adhesion and Adhesives 118, 103230, 2022 | 6 | 2022 |
| A Novel Self‐Updating Design Method for Complex 3D Structures Using Combined Convolutional Neuron and Deep Convolutional Generative Adversarial Networks Z Gu, X Hou, M Saafi, J Ye Advanced Intelligent Systems 4 (6), 2100186, 2022 | 6 | 2022 |
| Effects of defects on the transverse mechanical response of unidirectional fibre-reinforced polymers: DEM simulation and deep learning prediction X Ding, Z Gu, X Hou, M Xia, Y Ismail, J Ye Composite Structures 321, 117301, 2023 | 5 | 2023 |
| Dynamic finite element model based on Timoshenko beam theory for simulating high-speed nonlinear helical springs J Zhao, Z Gu, Q Yang, J Shao, X Hou Sensors 23 (7), 3737, 2023 | 5 | 2023 |
| Investigation on the transitional micromechanical response of hybrid composite adhesive joints by a novel adaptive DEM model X Wang, AY Kanani, Z Gu, J Yang, J Ye, X Hou Theoretical and Applied Fracture Mechanics 124, 103760, 2023 | 5 | 2023 |
| Compressive strength prediction of cement base under sulfate attack by machine learning approach M Zhang, Z Gu, Y Zhao, Y Fu, X Kong Case Studies in Construction Materials 21, e03652, 2024 | 1 | 2024 |
| High-speed nonlinear dynamic analysis of dual springs system considering internal structural impact X Ding, W Su, T Hovell, Z Gu Mechanics Based Design of Structures and Machines, 1-18, 2024 | 1 | 2024 |
| Static and Dynamic Analysis of Nonlinear Valve Springs Based on Finite Element Analysis and Machine Learning Algorithm Z Gu PQDT-Global, 2022 | 1 | 2022 |
Jianqiao YeProfessor and Chair of Mechanical EngineeringDirección de correo verificada de lancaster.ac.uk