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Zhi Wan
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Year
Interpretable Ensemble-Machine-Learning models for predicting creep behavior of concrete
M Liang, Z Chang, Z Wan, Y Gan, E Schlangen, B Šavija
Cement and Concrete Composites 125, 104295, 2022
1372022
3D printing of calcined clay-limestone-based cementitious materials
Y Chen, S He, Y Zhang, Z Wan, O Çopuroğlu, E Schlangen
Cement and Concrete Research 149, 106553, 2021
702021
On the use of machine learning models for prediction of compressive strength of concrete: influence of dimensionality reduction on the model performance
Z Wan, Y Xu, B Šavija
Materials 14 (4), 713, 2021
542021
Microstructure-informed deep convolutional neural network for predicting short-term creep modulus of cement paste
L Minfei, G Yidong, C Ze, W Zhi, S Erik, Š Branko
Cement and Concrete Research 152, 106681, 2022
292022
Early age hydration of model slag cement: interaction among C3S, gypsum and slag with different Al2O3 contents
Y Zhang, Z Wan, LM de Lima Junior, O Çopuroğlu
Cement and Concrete Research 161, 106954, 2022
232022
Convolutional neural network for predicting crack pattern and stress-crack width curve of air-void structure in 3D printed concrete
Z Chang, Z Wan, Y Xu, E Schlangen, B Šavija
Engineering Fracture Mechanics 271, 108624, 2022
202022
Mechanical properties and healing efficiency of 3D-printed ABS vascular based self-healing cementitious composite: Experiments and modelling
Z Wan, Y Xu, Y Zhang, S He, B Šavija
Engineering Fracture Mechanics 267, 108471, 2022
172022
Optimization of vascular structure of self-healing concrete using deep neural network (DNN)
Z Wan, Z Chang, Y Xu, B Šavija
Construction and Building Materials 364, 129955, 2023
142023
Self-healing cementitious composites with a hollow vascular network created using 3D-printed sacrificial templates
Z Wan, Y Zhang, Y Xu, B Šavija
Engineering Structures 289, 116282, 2023
82023
Early-age creep of 3D printable mortar: Experiments and analytical modelling
Z Chang, M Liang, Y Xu, Z Wan, E Schlangen, B Šavija
Cement and Concrete Composites 138, 104973, 2023
72023
Towards understanding deformation and fracture in cementitious lattice materials: Insights from multiscale experiments and simulations
Y Xu, Y Gan, Z Chang, Z Wan, E Schlangen, B Šavija
Construction and Building Materials 345, 128409, 2022
62022
Inverse Design of Digital Materials Using Corrected Generative Deep Neural Network and Generative Deep Convolutional Neural Network
Z Wan, Z Chang, Y Xu, Y Huang, B Šavija
Advanced Intelligent Systems 5 (1), 2200333, 2023
42023
Auxetic cementitious cellular composite (ACCC) PVDF-based energy harvester
J Xie, Y Xu, Z Wan, A Ghaderiaram, E Schlangen, B Šavija
Energy and Buildings 298, 113582, 2023
32023
Direct ink writing of vascularized self-healing cementitious composites
Z Wan, Y Xu, S He, Y Chen, J Xie, B Šavija
Cement and Concrete Composites 144, 105295, 2023
32023
Investigation on Reinforcement and Lapping Effect of Fracture Grouting in Yellow River Embankment
J Liu, Z Wan, Q Xie, C Li, R Liu, M Cheng, B Han
Processes 6 (7), 75, 2018
32018
Peanut shaped auxetic cementitious cellular composite (ACCC)
J Xie, Y Xu, Z Meng, M Liang, Z Wan, B Šavija
Construction and Building Materials 419, 135539, 2024
2024
The use of additive manufacturing in self-healing cementitious materials: A state-of-the-art review
Z Wan, Y Xu, S He, E Schlangen, B Šavija
Developments in the Built Environment, 100334, 2024
2024
Automatic enhancement of vascular configuration for self-healing concrete through reinforcement learning approach
Z Wan, Y Xu, Z Chang, M Liang, B Šavija
Construction and Building Materials 411, 134592, 2024
2024
Microstructural characterization of crack-healing enabled by bacteria-embedded polylactic acid (PLA) capsules
S He, Z Wan, Y Chen, HM Jonkers, E Schlangen
Cement and Concrete Composites 143, 105271, 2023
2023
Application of additive manufacturing in vascular self-healing cementitious materials
Z Wan
2023
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