No-fines lightweight concrete wall with horizontal reinforcement refers to an alternative\nmaterial for wall construction with an aim of improving the wall quality towards horizontal loads.\nThis study is focused on artificial neural network (ANN) application to predicting the deflection\ndeformation caused by dynamic loads. The ANN method is able to capture the complex interactions\namong input/output variables in a system without any knowledge of interaction nature and without\nany explicit assumption to model form. This paper explains the existing data research, data selection\nand process of ANN modelling training process and validation. The results of this research show\nthat the deformation can be predicted more accurately, simply and quickly due to the alternating\nhorizontal loads.
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