Performance of slabs in reinforced concrete structures to resist progressive collapse
The progressive collapse resistance of reinforced concrete (RC) and precast concrete (PC)
buildings has become a rising concern in recent years. Extensive research has been …
buildings has become a rising concern in recent years. Extensive research has been …
A novel feature selection approach based on tree models for evaluating the punching shear capacity of steel fiber-reinforced concrete flat slabs
When designing flat slabs made of steel fiber-reinforced concrete (SFRC), it is very important
to predict their punching shear capacity accurately. The use of machine learning seems to …
to predict their punching shear capacity accurately. The use of machine learning seems to …
Symbolic machine learning improved MCFT model for punching shear resistance of FRP-reinforced concrete slabs
S Liang, Y Shen, X Gao, Y Cai, Z Fei - Journal of Building Engineering, 2023 - Elsevier
Fiber reinforced polymer (FRP)-reinforced concrete slabs, an extension of reinforced
concrete (RC) slabs leveraged for resisting environment corrosion, are susceptible to …
concrete (RC) slabs leveraged for resisting environment corrosion, are susceptible to …
Explainable machine learning-based model for failure mode identification of RC flat slabs without transverse reinforcement
Y Shen, L Wu, S Liang - Engineering Failure Analysis, 2022 - Elsevier
In this paper, an accurate prediction model, which screened from 8 machine learning-based
models (LR, ANN, DT, SVC, RF, AdaBoost, GBDT, XGBoost), is established for identifying …
models (LR, ANN, DT, SVC, RF, AdaBoost, GBDT, XGBoost), is established for identifying …
Reliability analysis of RC slab-column joints under punching shear load using a machine learning-based surrogate model
L Shen, Y Shen, S Liang - Buildings, 2022 - mdpi.com
Reinforced concrete slab-column structures, despite their advantages such as architectural
flexibility and easy construction, are susceptible to punching shear failure. In addition …
flexibility and easy construction, are susceptible to punching shear failure. In addition …
Comparative study of influential factors for punching shear resistance/failure of RC slab-column joints using machine-learning models
S Liang, Y Shen, X Ren - Structures, 2022 - Elsevier
The study of punching shear resistance and failure mode for reinforced concrete (RC) slab-
column structures has been constantly highlighted, due to a number of catastrophic …
column structures has been constantly highlighted, due to a number of catastrophic …
Resistance of flat-plate buildings against progressive collapse. I: Modeling of slab-column connections
A macromodel for slab-column connections is created for use in the system-level
progressive collapse analyses of reinforced concrete flat-plate structures. The proposed …
progressive collapse analyses of reinforced concrete flat-plate structures. The proposed …
A state of the art of flat‐slab frame tests for gravity and lateral loading
This paper presents a critical review of the state of the art of experimental research
concerning the seismic response of reinforced concrete flat slab frames. After a summary of …
concerning the seismic response of reinforced concrete flat slab frames. After a summary of …
Influence of flexural reinforcement on the seismic performance of flat slab–column connections
The behavior of flat slab–column connections under seismic-type loading is complex and
not exhaustively studied. Among the many variables involved, this paper focuses on the …
not exhaustively studied. Among the many variables involved, this paper focuses on the …
Post-punching failure mechanism and resistance of flat plate-column joints with in-plane constraints
Flat plate-column joints with in-plane constraints exhibit a suspension mechanism under
large deformations after punching shear failure, which significantly affects the progressive …
large deformations after punching shear failure, which significantly affects the progressive …