Machine Learning–Based Hysteretic Lateral Force-Displacement Models of Reinforced Concrete Columns

Caigui Huang; Yong Li; Quan Gu; Jiadaren Liu

doi:10.1061/(asce)st.1943-541x.0003257

Machine Learning–Based Hysteretic Lateral Force-Displacement Models of Reinforced Concrete Columns

Journal of Structural Engineering ◽

10.1061/(asce)st.1943-541x.0003257 ◽

2022 ◽

Vol 148 (3) ◽

Author(s):

Caigui Huang ◽

Yong Li ◽

Quan Gu ◽

Jiadaren Liu

Keyword(s):

Machine Learning ◽

Reinforced Concrete ◽

Concrete Columns ◽

Lateral Force ◽

Reinforced Concrete Columns ◽

Force Displacement

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Performance of reinforced concrete columns under bi-axial lateral force/displacement and axial load

Engineering Structures ◽

10.1016/j.engstruct.2015.04.042 ◽

2015 ◽

Vol 99 ◽

pp. 63-77 ◽

Cited By ~ 11

Author(s):

Fatemeh Shirmohammadi ◽

Asad Esmaeily

Keyword(s):

Reinforced Concrete ◽

Axial Load ◽

Concrete Columns ◽

Lateral Force ◽

Reinforced Concrete Columns ◽

Force Displacement

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Force-Displacement Model for Shear-Critical Reinforced Concrete Columns

ACI Structural Journal ◽

10.14359/51728092 ◽

2021 ◽

Vol 118 (1) ◽

Keyword(s):

Reinforced Concrete ◽

Concrete Columns ◽

Reinforced Concrete Columns ◽

Displacement Model ◽

Force Displacement

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Prediction of lateral confinement coefficient in reinforced concrete columns using M5′ machine learning method

KSCE Journal of Civil Engineering ◽

10.1007/s12205-013-0214-3 ◽

2013 ◽

Vol 17 (7) ◽

pp. 1714-1719 ◽

Cited By ~ 6

Author(s):

Mojtaba Naeej ◽

Meysam Bali ◽

Mohamad Reza Naeej ◽

Javad Vaseghi Amiri

Keyword(s):

Machine Learning ◽

Reinforced Concrete ◽

Concrete Columns ◽

Machine Learning Method ◽

Learning Method ◽

Reinforced Concrete Columns ◽

Lateral Confinement

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Machine Learning–Based Backbone Curve Model of Reinforced Concrete Columns Subjected to Cyclic Loading Reversals

Journal of Computing in Civil Engineering ◽

10.1061/(asce)cp.1943-5487.0000787 ◽

2018 ◽

Vol 32 (5) ◽

pp. 04018042 ◽

Cited By ~ 11

Author(s):

Huan Luo ◽

Stephanie German Paal

Keyword(s):

Machine Learning ◽

Reinforced Concrete ◽

Cyclic Loading ◽

Concrete Columns ◽

Backbone Curve ◽

Reinforced Concrete Columns ◽

Curve Model

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A plastic hinge length model for evaluating force-displacement characteristics of reinforced concrete columns

10.14711/thesis-991012589068903412 ◽

2018 ◽

Author(s):

Yuen Chu Chan

Keyword(s):

Reinforced Concrete ◽

Plastic Hinge ◽

Concrete Columns ◽

Reinforced Concrete Columns ◽

Plastic Hinge Length ◽

Force Displacement

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Experimental tests of slender reinforced concrete columns under combined axial load and lateral force

Engineering Structures ◽

10.1016/j.engstruct.2011.08.003 ◽

2011 ◽

Vol 33 (12) ◽

pp. 3676-3689 ◽

Cited By ~ 37

Author(s):

A.C. Barrera ◽

J.L. Bonet ◽

M.L. Romero ◽

P.F. Miguel

Keyword(s):

Reinforced Concrete ◽

Axial Load ◽

Experimental Tests ◽

Concrete Columns ◽

Lateral Force ◽

Reinforced Concrete Columns

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Failure mode prediction of reinforced concrete columns using machine learning methods

Engineering Structures ◽

10.1016/j.engstruct.2021.113263 ◽

2021 ◽

Vol 248 ◽

pp. 113263

Author(s):

Hosein Naderpour ◽

Masoomeh Mirrashid ◽

Payam Parsa

Keyword(s):

Machine Learning ◽

Reinforced Concrete ◽

Failure Mode ◽

Concrete Columns ◽

Learning Methods ◽

Reinforced Concrete Columns ◽

Machine Learning Methods

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2067) A Study on Collapse of Reinforced Concrete Columns under Lateral and Axial Loads : Relation of Lateral Force and Deflection under Several Axial Loads(Structure)

Transactions of the Architectural Institute of Japan ◽

10.3130/aijsaxx.66.1.0_477 ◽

1960 ◽

Vol 66.1 (0) ◽

pp. 477-480

Author(s):

Hajime Umemura ◽

Tsuneo Miyatake

Keyword(s):

Reinforced Concrete ◽

Concrete Columns ◽

Lateral Force ◽

Axial Loads ◽

Reinforced Concrete Columns

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Size effect on fire resistance of axially compressed reinforced concrete columns

Advances in Civil, Transportation and Environmental Engineering ◽

10.2495/ctee120951 ◽

2013 ◽

Author(s):

Lixian Liu ◽

Long Lv ◽

Qiongxian Gao ◽

Hailong Liang

Keyword(s):

Reinforced Concrete ◽

Size Effect ◽

Fire Resistance ◽

Concrete Columns ◽

Reinforced Concrete Columns

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SHEAR EXPLOSION OF REINFORCED CONCRETE COLUMNS : As the Research Documents for the Analysis of Destroyed Reinforced Concrete Buildings at the Tokachi-Oki Earthquake

Transactions of the Architectural Institute of Japan ◽

10.3130/aijsaxx.170.0_19 ◽

1970 ◽

Vol 170 (0) ◽

pp. 19-26

Author(s):

MINORU YAMADA

Keyword(s):

Reinforced Concrete ◽

Concrete Columns ◽

Reinforced Concrete Buildings ◽

Reinforced Concrete Columns ◽

Concrete Buildings

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