VinhUni-Science

Practical artificial neural network tool for predicting the axial compression capacity of circular concrete-filled steel tube columns with ultra-high-strength concrete

Tác giả: Viet-Linh Tran, Duc-Kien Thai & Duy-Duan Nguyen

599 7

Thin-Walled Structures

Quyển: Trang:

Đường link/DOI: https://doi.org/10.1016/j.tws.2020.106720

Năm xuất bản: 2020

Cùng tác giả

Effect of High-frequency Ground Motions on the Response of NPP Components: A State-of-the-art Review Seismic vulnerability assessment of a continuous steel box girder bridge considering influence of LRB properties Seismic fragility curves of bridge piers accounting for ground motions in Korea Seismic Fragility Evaluation of Cut-and-cover Tunnel Seismic fragility of base-isolated nuclear power plant considering near-fault ground motions Seismic margin assessment of a reinforced concrete skewed bridge in a nuclear power plant Vibration control of jacket offshore wind turbine subjected to earthquake excitations by using friction damper Seismic vulnerability assessment of rectangular cut-and-cover subway tunnels Seismic performance evaluation of a fully integral concrete bridge with end-restraining abutments Effects of significant duration of ground motions on seismic responses of base-isolated nuclear power plant Identifying significant earthquake intensity measures for evaluating seismic damage and fragility of nuclear power plant structures Bending strength diagnosis for corroded reinforced concrete beams 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 Identification of parameters in the crystal plasticity model for non-irradiated and irradiated A508 bainite steel Evaluation of loading capacity of corroded reinforced concrete beams using experiment and finite element method Efficient earthquake intensity measure for seismic vulnerability of integral abutment bridges Seismic performance evaluation of responses of NPP structure considering different numerical modelings and frequency contents of earthquakes Damage analysis of cut-and-cover tunnel structures under seismic loading Seismic Fragilities of Bridges and Transmission Towers Considering Recorded Ground Motions in South Korea Prediction of Critical Buckling Load of Web Tapered I‑Section Steel Columns Using Artificial Neural Networks Optimal earthquake intensity measures for probabilistic seismic demand models of ARP1400 reactor containment building A machine learning-based formulation for predicting shear capacity of squat flanged RC walls Optimal Earthquake Intensity Measures for Probabilistic Seismic Demand Models of Base-Isolated Nuclear Power Plant Structures Evaluation of Seismic Site Amplification Using 1D Site Response 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 predicting atmospheric corrosion rate of carbon steel Novel hybrid WOA-GBM model for patch loading resistance prediction of longitudinally stiffened steel plate girders Reliability assessment for the critical buckling load of SDTS columns with the tubular cross-section Prediction of speed limit of cars moving on corroded steel girder bridges using artificial neural networks Nonlinear Dynamic Analyses of Reactor Containment Building Using Multi-Layer Shell Model and Beam-Truss Model Machine Learning Models for Predicting Shear Strength and Identifying Failure Modes of Rectangular RC Columns Correlation Analysis of Earthquake Intensity Measures and Engineering Demand Parameters of Reactor Containment Structure The Influence of Near-and Far-field Earthquakes on the Seismic Performance of Base-Isolated Nuclear Power Plant Structures Novel hybrid MFO-XGBoost model for predicting the racking ratio of the rectangular tunnels subjected to seismic loading Application of Neural Networks for the Estimation of the Shear Strength of Circular RC Columns Patch loading resistance prediction of steel plate girders using a deep artificial neural network and an interior-point algorithm Reliability evaluation of 2D semi-rigid steel frames accounting for corrosion effects Seismic performance evaluation of reactor containment building considering effects of concrete material models and prestressing forces Dự báo khả năng kháng cắt của vách ngắn bê tông cốt thép chữ nhật sử dụng mô hình mạng thần kinh nhân tạo Improving axial load-carrying capacity prediction of concrete columns reinforced with longitudinal FRP bars using hybrid GA-ANN model Prediction of shear capacity of RC beams strengthened with FRCM composite using hybrid ANN-PSO model GBRT-based model for predicting the axial load capacity of the CFS-SOHS columns Application of ANFIS to the design of elliptical CFST columns Seismic displacement prediction of retaining walls upon deep excavations in Hanoi Efficient hybrid machine learning model for calculating load-bearing capacity of driven piles Selection of efficient earthquake intensity measures for evaluating seismic fragility of concrete face rockfill dam Machine learning models for predicting the axial compression capacity of cold‑formed steel elliptical hollow section columns Practical ANN Model for Estimating Buckling Load Capacity of Corroded Web-Tapered Steel I-Section Columns Shear strength prediction of concrete beams reinforced with FRP bars using novel hybrid BR-ANN model Using penalty function method in identification of elastic fixed stiffness of frame-pile structure Ổn định kết cấu thép Predicting shear capacity of rectangular hollow RC columns using neural networks Mechanical properties and structural behaviors of reinforced concrete beams subjected to various degrees of corrosion Efficient prediction of axial load-bearing capacity of concrete columns reinforced with FRP bars using GBRT model Đánh giá độ tin cậy của cột thép tiết diện thay đổi sử dụng ANN và MCS

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