Use of convolutional networks in the conceptual structural design of shear wall buildings layout

•Existing architectural and engineering plans are used to define a convolution model.•Appropriate initial prediction of wall layout can accelerate the design procedure.•CNN’s provide an adequate model to estimate the presence of new walls.•Geometrical, topological features and image crops provide go...

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