Compressive Strength Evaluation of Ultra-High-Strength Concrete by Machine Learning

Basalt Fibers in Modified Whisker Reinforced Cementitious Composites

(2022) Mehran Khan et al.   Periodica Polytechnica-Civil Engineering

Predicting the Mechanical Properties of RCA-Based Concrete Using Supervised Machine Learning Algorithms

(2022) Meijun Shang et al.   Materials

Properties of hybrid steel-basalt fiber reinforced concrete exposed to different surrounding conditions

(2022) Mehran Khan et al.   CONSTRUCTION AND BUILDING MATERIALS

Machine Learning Prediction Models to Evaluate the Strength of Recycled Aggregate Concrete

(2022) Xiongzhou Yuan et al.   Materials

Application of Soft Computing Techniques to Predict the Strength of Geopolymer Composites

(2022) Qichen Wang et al.   Polymers

Predicting the Splitting Tensile Strength of Recycled Aggregate Concrete Using Individual and Ensemble Machine Learning Approaches

(2022) Yongzhong Zhu et al.   Crystals

Effectiveness of hybrid steel-basalt fiber reinforced concrete under compression

(2022) Mehran Khan et al.   Case Studies in Construction Materials

Logic-guided neural network for predicting steel-concrete interfacial behaviors

(2022) Soroush Mahjoubi et al.   EXPERT SYSTEMS WITH APPLICATIONS

Study on the Intelligent Modeling of the Blade Aerodynamic Force in Compressors Based on Machine Learning

(2021) Mingming Zhang et al.   Mathematics

A new method for exploring gene–gene and gene–environment interactions in GWAS with tree ensemble methods and SHAP values

(2021) Pål V. Johnsen et al.   BMC BIOINFORMATICS

Uniaxial Tensile Behavior, Flexural Properties, Empirical Calculation and Microstructure of Multi-Scale Fiber Reinforced Cement-Based Material at Elevated Temperature

(2021) Li Li et al.   Materials

Effect of silica-fume content on performance of CaCO3 whisker and basalt fiber at matrix interface in cement-based composites

(2021) Mehran Khan et al.   CONSTRUCTION AND BUILDING MATERIALS

Hybrid fiber concrete with different basalt fiber length and content

(2021) Mehran Khan et al.   Structural Concrete

Auto-tune learning framework for prediction of flowability, mechanical properties, and porosity of ultra-high-performance concrete (UHPC)

(2021) Soroush Mahjoubi et al.   APPLIED SOFT COMPUTING

Improvement of boundary effect model in multi-scale hybrid fibers reinforced cementitious composite and prediction of its structural failure behavior

(2021) Chaopeng Xie et al.   COMPOSITES PART B-ENGINEERING

Prediction of the sulfate resistance for recycled aggregate concrete based on ensemble learning algorithms

(2021) Kaihua Liu et al.   CONSTRUCTION AND BUILDING MATERIALS

Assessment of fiber factor for the fracture toughness of polyethylene fiber reinforced geopolymer

(2021) Ning Zhang et al.   CONSTRUCTION AND BUILDING MATERIALS

Prediction and multi-objective optimization of mechanical, economical, and environmental properties for strain-hardening cementitious composites (SHCC) based on automated machine learning and metaheuristic algorithms

(2021) Soroush Mahjoubi et al.   Journal of Cleaner Production

Application of Advanced Machine Learning Approaches to Predict the Compressive Strength of Concrete Containing Supplementary Cementitious Materials

(2021) Waqas Ahmad et al.   Materials

Computation of High-Performance Concrete Compressive Strength Using Standalone and Ensembled Machine Learning Techniques

(2021) Yue Xu et al.   Materials

Prediction of Geopolymer Concrete Compressive Strength Using Novel Machine Learning Algorithms

(2021) Ayaz Ahmad et al.   Polymers

Ensemble Learning Models for Food Safety Risk Prediction

(2021) Li-Ya Wu et al.   Sustainability

Ultra-high-performance concrete: Constituents, mechanical properties, applications and current challenges

(2021) Amin K. Akhnoukh et al.   Case Studies in Construction Materials

Compressive strength prediction of fly ash-based geopolymer concrete via advanced machine learning techniques

(2021) Ayaz Ahmad et al.   Case Studies in Construction Materials

Effectiveness of multiscale hybrid fiber reinforced cementitious composites under single degree of freedom hydraulic shaking table

(2020) Mingli Cao et al.   Structural Concrete

Explainable artificial intelligence model to predict acute critical illness from electronic health records

(2020) Simon Meyer Lauritsen et al.   Nature Communications

Machine learning prediction of compressive strength for phase change materials integrated cementitious composites

(2020) Afshin Marani et al.   CONSTRUCTION AND BUILDING MATERIALS

Ensemble machine learning model for corrosion initiation time estimation of embedded steel reinforced self-compacting concrete

(2020) Babatunde Abiodun Salami et al.   MEASUREMENT

Improvement in concrete behavior with fly ash, silica-fume and coconut fibres

(2019) Mehran Khan et al.   CONSTRUCTION AND BUILDING MATERIALS

Effect of steel fibers with galvanized coatings on corrosion of steel bars embedded in UHPC

(2019) Liang Fan et al.   COMPOSITES PART B-ENGINEERING

Influence of TiO2 incorporation methods on NOx abatement in Engineered Cementitious Composites

(2019) Mingfeng Xu et al.   CONSTRUCTION AND BUILDING MATERIALS

A generalized method to predict the compressive strength of high-performance concrete by improved random forest algorithm

(2019) Qinghua Han et al.   CONSTRUCTION AND BUILDING MATERIALS

Effect of graphite nanoplatelets and carbon nanofibers on rheology, hydration, shrinkage, mechanical properties, and microstructure of UHPC

(2018) Weina Meng et al.   CEMENT AND CONCRETE RESEARCH

Effect of coarse basalt aggregates on the properties of Ultra-high Performance Concrete (UHPC)

(2018) P.P. Li et al.   CONSTRUCTION AND BUILDING MATERIALS

Different testing methods for assessing the synthetic fiber distribution in cement-based composites

(2018) Mingli Cao et al.   CONSTRUCTION AND BUILDING MATERIALS

Prediction of high performance concrete strength using Genetic Programming with geometric semantic genetic operators

(2013) Mauro Castelli et al.   EXPERT SYSTEMS WITH APPLICATIONS