Failure mode identification of column base plate connection using data-driven machine learning techniques

Fire induced progressive collapse potential assessment of steel framed buildings using machine learning

(2020) Feng Fu   JOURNAL OF CONSTRUCTIONAL STEEL RESEARCH

Data-driven machine-learning-based seismic failure mode identification of reinforced concrete shear walls

(2020) Sujith Mangalathu et al.   ENGINEERING STRUCTURES

Failure mode and effects analysis of RC members based on machine-learning-based SHapley Additive exPlanations (SHAP) approach

(2020) Sujith Mangalathu et al.   ENGINEERING STRUCTURES

Machine learning model for predicting structural response of RC slabs exposed to blast loading

(2020) M.K. Almustafa et al.   ENGINEERING STRUCTURES

A locally weighted machine learning model for generalized prediction of drift capacity in seismic vulnerability assessments

(2019) Huan Luo et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Classifying Earthquake Damage to Buildings Using Machine Learning

(2019) Sujith Mangalathu et al.   EARTHQUAKE SPECTRA

Machine Learning–Based Failure Mode Recognition of Circular Reinforced Concrete Bridge Columns: Comparative Study

(2019) Sujith Mangalathu et al.   JOURNAL OF STRUCTURAL ENGINEERING

Machine learning algorithms for structural performance classifications and predictions: Application to reinforced masonry shear walls

(2019) Ahmad Siam et al.   Structures

Classification of failure mode and prediction of shear strength for reinforced concrete beam-column joints using machine learning techniques

(2018) Sujith Mangalathu et al.   ENGINEERING STRUCTURES

Artificial neural network based multi-dimensional fragility development of skewed concrete bridge classes

(2018) Sujith Mangalathu et al.   ENGINEERING STRUCTURES

New efficient hybrid candlestick technical analysis model for stock market timing on the basis of the Support Vector Machine and Heuristic Algorithms of Imperialist Competition and Genetic

(2018) Elham Ahmadi et al.   EXPERT SYSTEMS WITH APPLICATIONS

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

(2018) Huan Luo et al.   JOURNAL OF COMPUTING IN CIVIL ENGINEERING

Parametric Finite-Element Modeling for Exposed Steel Moment Frame Column Baseplate Connections Subjected to Lateral Loads

(2018) Christopher A. Trautner et al.   JOURNAL OF STRUCTURAL ENGINEERING

Parametric Finite-Element Modeling for Exposed Steel Moment Frame Column Baseplate Connections Subjected to Lateral Loads

(2018) Christopher A. Trautner et al.   JOURNAL OF STRUCTURAL ENGINEERING

Effect of grout properties on shear strength of column base connections: FEA and analytical approach

(2017) Mohamed A. Shaheen et al.   ENGINEERING STRUCTURES

Reversed Cyclic Behavior of Column-to-Foundation Connections in Low-Rise Metal Buildings

(2017) F. Kavoura et al.   JOURNAL OF STRUCTURAL ENGINEERING

Reversed Cyclic Behavior of Column-to-Foundation Connections in Low-Rise Metal Buildings

(2017) F. Kavoura et al.   JOURNAL OF STRUCTURAL ENGINEERING

Exposed column base plate connections in moment frames — Simulations and behavioral insights

(2013) A.M. Kanvinde et al.   JOURNAL OF CONSTRUCTIONAL STEEL RESEARCH

An experimental study on inelastic behavior for exposed-type steel column bases under three-dimensional loadings

(2013) Jae-Hyouk Choi et al.   Journal of Mechanical Science and Technology