...Venugopal Mandala; Mohd Ataullah Khan Fibre-reinforced concretes (FRCs) offer flexural strength, fracture energy and durability, with their performance depending on the fibre–matrix interaction. This study develops generalisable models based on artificial neural networks (ANNs) to predict the pull...

... network predictive models based on machine learning (back-propagation neural network (BPNN), support vector regression (SVR), extreme learning machine (ELM) and generalised regression neural network (GRNN)) were constructed to forecast the ultimate conditions. A BPNN-based model to predict stress–strain...

.... A ML approach based on an artificial neural network (ANN) was developed to predict the tensile resistance of SHSFRC. Although ML-based models can provide accurate results when the relationships between inputs and output are very complex, they can be hard to understand because they are not represented...