Fatigue life prediction of concrete under cyclic compression based on gradient boosting regression tree

Flexural Strength Prediction of Steel Fiber-Reinforced Concrete Using Artificial Intelligence

(2022) Dong Zheng et al.   Materials

Predicting compressive strength of high-performance concrete with high volume ground granulated blast-furnace slag replacement using boosting machine learning algorithms

(2022) Vimal Rathakrishnan et al.   Scientific Reports

Implementing ensemble learning methods to predict the shear strength of RC deep beams with/without web reinforcements

(2021) De-Cheng Feng et al.   ENGINEERING STRUCTURES

Concrete compressive strain behavior and magnitudes under uniaxial fatigue loading

(2021) Somashekar Viswanath et al.   CONSTRUCTION AND BUILDING MATERIALS

Modeling shear strength of medium- to ultra-high-strength concrete beams with stirrups using SVR and genetic algorithm

(2021) Chun-Song Jiang et al.   SOFT COMPUTING

Ultrasonic fatigue testing of concrete

(2021) Michael Fitzka et al.   ULTRASONICS

Fatigue life analysis of polypropylene fiber reinforced concrete under axial constant-amplitude cyclic compression

(2021) Kai Cui et al.   Journal of Cleaner Production

Evaluation of the Influencing Factors of Using Underground Space of Abandoned Coal Mines to Store Hydrogen Based on the Improved ANP Method

(2021) Wang Liu et al.   Advances in Materials Science and Engineering

Prediction and analysis of net ecosystem carbon exchange based on gradient boosting regression and random forest

(2020) Jianchao Cai et al.   APPLIED ENERGY

Fatigue damage model of concrete materials

(2020) Indra Narayan Yadav et al.   THEORETICAL AND APPLIED FRACTURE MECHANICS

Mixture Optimization of Recycled Aggregate Concrete Using Hybrid Machine Learning Model

(2020) Itzel Nunez et al.   Materials

Investigation of stress level on fatigue performance of plain concrete based on energy dissipation method

(2020) Qiuyu Zhang et al.   CONSTRUCTION AND BUILDING MATERIALS

Enhanced assessment rule for concrete fatigue under compression considering the nonlinear effect of loading sequence

(2019) Abedulgader Baktheer et al.   INTERNATIONAL JOURNAL OF FATIGUE

ANN-Based Fatigue Strength of Concrete under Compression

(2019) Abambres et al.   Materials

Effect of uncertainty on load position in the fatigue life of steel-fiber reinforced concrete under compression

(2018) Manuel Tarifa et al.   MATERIALS AND STRUCTURES

Eccentricity-based design procedure of confined columns under compression and in-plane bending moment

(2018) Chau-Khun Ma et al.   MEASUREMENT

The frequency domain estimate of fatigue damage of combined load effects based on the rain-flow counting

(2017) Wenbo Huang   MARINE STRUCTURES

A survey of deep neural network architectures and their applications

(2017) Weibo Liu et al.   NEUROCOMPUTING

Multiple linear regression, artificial neural network, and fuzzy logic prediction of 28 days compressive strength of concrete

(2017) Faezehossadat Khademi et al.   Frontiers of Structural and Civil Engineering

Compressive fatigue performance of fiber-reinforced lightweight concrete with high-volume supplementary cementitious materials

(2016) Se-Jin Choi et al.   CEMENT & CONCRETE COMPOSITES

Proposal for the fatigue strength of concrete under cycles of compression

(2016) Eva O.L. Lantsoght et al.   CONSTRUCTION AND BUILDING MATERIALS

Effect of size on the response of cylindrical concrete samples under cyclic loading

(2015) S. Sinaie et al.   CONSTRUCTION AND BUILDING MATERIALS

Reduction mechanisms of fatigue strength of concrete under compression due to permeation of liquids

(2012) Kozo Onoue et al.   CONSTRUCTION AND BUILDING MATERIALS

A probabilistic fatigue model based on the initial distribution to consider frequency effect in plain and fiber reinforced concrete

(2012) Luis Saucedo et al.   INTERNATIONAL JOURNAL OF FATIGUE

Two-phase damage modeling of concrete affected by alkali–silica reaction under variable temperature and humidity conditions

(2012) Claudia Comi et al.   INTERNATIONAL JOURNAL OF SOLIDS AND STRUCTURES

Experimental study on AE behavior of hydraulic concrete under compression

(2012) Huaizhi Z. Su et al.   MECCANICA