Browsing by Author "Vo, Thuc P."
Now showing items 1-4 of 4
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Finite element formulation of metal foam microbeams via modified strain gradient theory
Karamanli, Armagan; Vo, Thuc P.; Civalek, Omer (Springer Science and Business Media Deutschland GmbH, 2022)Size-dependent behaviours of metal foam microbeams with three different porosity distribution models are studied in this paper. Based on the finite element model, a normal and shear deformation theory has been employed for ... -
Prediction compressive strength of cement-based mortar containing metakaolin using explainable Categorical Gradient Boosting model
Nguyen, Ngoc-Hien; Tong, Kien T.; Lee, Seunghye; Karamanli, Armagan; Vo, Thuc P. (Elsevier Ltd, 2022)Although machine learning models have been employed for the compressive strength (CS) of cement-based mortar containing metakaolin, it is difficult to understand how they work due to “black-box” nature. In order to explain ... -
Super learner machine-learning algorithms for compressive strength prediction of high performance concrete
Lee, Seunghye; Nguyen, Ngoc-Hien; Karamanli, Armagan; Lee, Jaehong; Vo, Thuc P. (John Wiley and Sons Inc, 2022)Because the proportion between the compressive strength of high-performance concrete (HPC) and its composition is highly nonlinear, more advanced regression methods are demanded to obtain better results. Super learner ... -
Transient dynamics of 2D-FG porous microplates under moving loads using higher order finite element model
Karamanli, Armagan; Eltaher, Mohamed A.; Thai, Son; Vo, Thuc P. (Elsevier Ltd, 2023)This study presents the higher order finite element model to explore the transient vibration of two-dimensional functionally graded (2D-FG) porous microplate under harmonic moving loads, that can be helped in design of ...
