Prediction of compressive strength of rice husk ash concrete through different machine learning processes
A Iqtidar, N Bahadur Khan, S Kashif-ur-Rehman… - Crystals, 2021 - mdpi.com
Cement is among the major contributors to the global carbon dioxide emissions. Thus,
sustainable alternatives to the conventional cement are essential for producing greener …
sustainable alternatives to the conventional cement are essential for producing greener …
Comparison of machine learning approaches with traditional methods for predicting the compressive strength of rice husk ash concrete
Efforts are being devoted to reducing the harmful effect of the construction industry around
the globe, including the use of rice husk ash as a partial replacement of cement. However …
the globe, including the use of rice husk ash as a partial replacement of cement. However …
A comparative study of machine learning algorithms for the prediction of compressive strength of rice husk ash-based concrete
A Bassi, A Manchanda, R Singh, M Patel - Natural Hazards, 2023 - Springer
The cementitious behavior of Rice Husk Ash (RHA) has caused its possible addition as a
replacement material for cement which has been proven to influence the strength of …
replacement material for cement which has been proven to influence the strength of …
Soft computing techniques for predicting the properties of raw rice husk concrete bricks using regression-based machine learning approaches
In this study, the replacement of raw rice husk, fly ash, and hydrated lime for fine aggregate
and cement was evaluated in making raw rice husk-concrete brick. This study optimizes …
and cement was evaluated in making raw rice husk-concrete brick. This study optimizes …
Compressive strength prediction of rice husk ash concrete using a hybrid artificial neural network model
The combination of rice husk ash and common concrete both reduces carbon dioxide
emission and solves the problem of agricultural waste disposal. However, the measurement …
emission and solves the problem of agricultural waste disposal. However, the measurement …
Predictive modeling of compressive strength of sustainable rice husk ash concrete: Ensemble learner optimization and comparison
One of the largest sources of greenhouse gas (GHG) emissions is the construction concrete
industry which has alone 50% of the world's emissions. One possible remedy to mitigate the …
industry which has alone 50% of the world's emissions. One possible remedy to mitigate the …
[HTML][HTML] Estimating compressive strength of concrete containing rice husk ash using interpretable machine learning-based models
The construction sector is a major contributor to global greenhouse gas emissions. Using
recycled and waste materials in concrete is a practical solution to address environmental …
recycled and waste materials in concrete is a practical solution to address environmental …
Prediction model for rice husk ash concrete using AI approach: Boosting and bagging algorithms
The use of rice husk ash (RHA) in concrete serves a positive role. The compressive strength
of RHA in concrete is predicted using supervised machine learning approaches such as …
of RHA in concrete is predicted using supervised machine learning approaches such as …
Sustainable of rice husk ash concrete compressive strength prediction utilizing artificial intelligence techniques
The rice husk ash (RHA) concrete minimizes greenhouse gas emissions while also solving
the issue of agricultural waste disposal. Though, the compressive strength prediction of rice …
the issue of agricultural waste disposal. Though, the compressive strength prediction of rice …
Introduction of a novel evolutionary neural network for evaluating the compressive strength of concretes: A case of Rice Husk Ash concrete
The construction industry is facing challenges from the hazardous nature of Ordinary
Portland Cement (OPC) production as one of the main contributors to global warming and …
Portland Cement (OPC) production as one of the main contributors to global warming and …