VinhUni-Science

Efcient neural network‑ and tree‑based machine learning models for predicting shear capacity of RC slender walls

Authors: Sy-Minh Nguyen, Ngoc-Long Tran, Trong-Ha Nguyen, Van-Binh Tran, Duy-Duan Nguyen

21 1

Asian Journal of Civil Engineering

: 25 : 3595-3609

: https://doi.org/10.1007/s42107-024-00998-x

: NCKH_1602_20241203144511.pdf

Publishing year: 3/2024

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with attendance of deterministic, random and fuzzy parameters Seismic fragility analysis of reinforced concrete piers of steel box girder bridges: A parametric study Influence of Squeezing Rate on Yield Stress and Viscosity of Fresh Mortar A Site-Specific Response Analysis: A Case Study in Hanoi, Vietnam Efficiency of flexural strengthening RC beams using fiber reinforced polymer materials Nonlinear seismic soil-structure interaction analysis of nuclear reactor building considering the effect of earthquake frequency content Reliability Assessment of Steel-Concrete Composite Beams considering Metal Corrosion Effects A calibration of the material model for FRC Practical artificial neural network tool for predicting the axial compression capacity of circular concrete-filled steel tube columns with ultra-high-strength concrete Identification of parameters in the crystal plasticity model for non-irradiated and irradiated A508 bainite steel Evaluation of loading capacity of corroded 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Analyses at Ba Dinh Square Area, Vietnam Efficiency of various structural modeling schemes on evaluating seismic performance and fragility of APR1400 containment building Calibrating the K&C Material Model for Fiber Reinforced Concrete Structures Development of fragility curves for underground box tunnels from nonlinear frame analysis Effects of mechanical properties of LRB on seismic performance of base-isolated NPP structures Seismic failure mechanism of shallow cut-and-cover tunnels Correlation Between Seismic Intensity Measures and Response of Skewed Bridges Seismic Performance Evaluation of Integral Bridges Considering Soil-Structure Interaction Prediction of Axial Compression Capacity of Cold-Formed Steel Oval Hollow Section Columns Using ANN and ANFIS Models Experimental Study on Strengthening of Corroded RC Beams with High-Performance Steel Fiber Mortar and Normal Reinforcements Thuật toán học máy và ứng dụng trong kết cấu bê tông cốt thép A machine learning-based model for 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diện thay đổi sử dụng ANN và MCS Prediction of remaining design resistance and bending stiffness of the steel column base plate considering metal corrosion using GA-ANN model Correlation Analysis Between Seismic Response of Primary Auxiliary Building and Ground Motion Intensity Measures An Adaptive Neural Fuzzy Inference System for Estimating Atmospheric Corrosion Rate of Steel Reliability assessment of circular steel arches with elastic restraints using hybrid ANN-MCS technique Prediction of shear strength of infilled reinforced concrete frames using efficient hybrid BR-ANN model

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