Forecasting the Mechanical Properties of Plastic Concrete Employing Experimental Data Using Machine Learning Algorithms: DT, MLPNN, SVM, and RF

Evaluation of Workability and Structuration Rate of Locally Developed 3D Printing Concrete Using Conventional Methods

(2022) Sara Ahmed et al.   Materials

Effect of quartz powder on mid-strength fly ash geopolymers at short curing time and low curing temperature

(2022) Gökhan Kaplan et al.   CONSTRUCTION AND BUILDING MATERIALS

Predictive modelling for sustainable high-performance concrete from industrial wastes: A comparison and optimization of models using ensemble learners

(2021) Furqan Farooq et al.   JOURNAL OF CLEANER PRODUCTION

Towards Sustainable Concrete Composites through Waste Valorisation of Plastic Food Trays as Low-Cost Fibrous Materials

(2021) Hossein Mohammadhosseini et al.   Sustainability

Application of Novel Machine Learning Techniques for Predicting the Surface Chloride Concentration in Concrete Containing Waste Material

(2021) Ayaz Ahmad et al.   Materials

Predictive modeling of swell-strength of expansive soils using artificial intelligence approaches: ANN, ANFIS and GEP

(2021) Fazal E. Jalal et al.   JOURNAL OF ENVIRONMENTAL MANAGEMENT

Comparative study of mechanical properties between irradiated and regular plastic waste as a replacement of cement and fine aggregate for manufacturing of green concrete

(2021) Tao Liu et al.   Ain Shams Engineering Journal

Prediction of thermo-mechanical properties of rubber-modified recycled aggregate concrete

(2021) Wanhui Feng et al.   CONSTRUCTION AND BUILDING MATERIALS

Modeling of Mechanical Properties of Silica Fume-Based Green Concrete Using Machine Learning Techniques

(2021) Afnan Nafees et al.   Polymers

Employing artificial bee colony and particle swarm techniques for optimizing a neural network in prediction of heating and cooling loads of residential buildings

(2020) Guofeng Zhou et al.   JOURNAL OF CLEANER PRODUCTION

Estimating strength properties of geopolymer self-compacting concrete using machine learning techniques

(2020) Paul O. Awoyera et al.   Journal of Materials Research and Technology-JMR&T

Mechanical and physical properties and morphology of concrete containing plastic waste as aggregate

(2020) Mohammed Belmokaddem et al.   CONSTRUCTION AND BUILDING MATERIALS

Machine learning approaches for estimation of compressive strength of concrete

(2020) Marijana Hadzima-Nyarko et al.   European Physical Journal Plus

A Comparative Study of Random Forest and Genetic Engineering Programming for the Prediction of Compressive Strength of High Strength Concrete (HSC)

(2020) Furqan Farooq et al.   Applied Sciences-Basel

Influence of Fe doping on the structural, optical and thermal properties of α-MnO2 nanowires

(2019) Amjad Khan et al.   Materials Research Express

Some properties of concrete with plastic aggregate derived from shredded PVC sheets

(2019) Azad A. Mohammed et al.   CONSTRUCTION AND BUILDING MATERIALS

Optimisation and process design tools for cleaner production

(2019) Yee Van Fan et al.   JOURNAL OF CLEANER PRODUCTION

Machine learning-based compressive strength prediction for concrete: An adaptive boosting approach

(2019) De-Cheng Feng et al.   CONSTRUCTION AND BUILDING MATERIALS

Prediction of the Strength of Rubberized Concrete by an Evolved Random Forest Model

(2019) Yuantian Sun et al.   Advances in Civil Engineering

Performance of structural concrete with recycled plastic waste as a partial replacement for sand

(2018) J. Thorneycroft et al.   CONSTRUCTION AND BUILDING MATERIALS

Emerging artificial intelligence methods in structural engineering

(2018) Hadi Salehi et al.   ENGINEERING STRUCTURES

A review of multi-criteria assessment of the social sustainability of infrastructures

(2018) Leonardo A. Sierra et al.   JOURNAL OF CLEANER PRODUCTION

Environmental impact of biodegradable food packaging when considering food waste

(2018) Leela S. Dilkes-Hoffman et al.   JOURNAL OF CLEANER PRODUCTION

A biodiversity-crisis hierarchy to evaluate and refine conservation indicators

(2018) Don A. Driscoll et al.   Nature Ecology & Evolution

Sustainable Decision-Making in Civil Engineering, Construction and Building Technology

(2017) Edmundas Zavadskas et al.   Sustainability

A comparative study on the compressive strength prediction models for High Performance Concrete containing nano silica and copper slag using regression analysis and Artificial Neural Networks

(2016) S. Chithra et al.   CONSTRUCTION AND BUILDING MATERIALS

Recycling of E-plastic waste as a construction material in developing countries

(2014) Kaliyavaradhan Senthil Kumar et al.   Journal of Material Cycles and Waste Management

Advances in optimization of highrise building structures

(2014) Mais Aldwaik et al.   STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION

On the mechanical properties of concrete containing waste PET particles

(2013) E. Rahmani et al.   CONSTRUCTION AND BUILDING MATERIALS

Computational Intelligence in Civil and Hydraulic Engineering

(2013) Shengyong Chen et al.   MATHEMATICAL PROBLEMS IN ENGINEERING

ANN vs. SVM: Which one performs better in classification of MCCs in mammogram imaging

(2011) Jinchang Ren   KNOWLEDGE-BASED SYSTEMS

Improvement of the mechanical properties of glass fibre reinforced plastic waste powder filled concrete

(2009) P. Asokan et al.   CONSTRUCTION AND BUILDING MATERIALS

Applications and societal benefits of plastics

(2009) A. L. Andrady et al.   PHILOSOPHICAL TRANSACTIONS OF THE ROYAL SOCIETY B-BIOLOGICAL SCIENCES

A life-cycle assessment of Portland cement manufacturing: comparing the traditional process with alternative technologies

(2008) Deborah N. Huntzinger et al.   JOURNAL OF CLEANER PRODUCTION