One-dimensional projected scans through Q (0.23, 0, 8.5) along the h ( f ), k ( g ) and ( h ) reciprocal space axes, in units of r.l.u. For each projected scan, a background subtraction has been performed (see main text). Gaussian fits for HC and denoised output profiles are indicated by solid red lines. The data points depicted in the denoised output profile are computed as the mean value over five training runs of the IRUNet neural network with different initial conditions. Error bars for LC and HC are shown under the assumption of counting statistics. Error bars for the denoised output are shown as the s.d. over the mentioned training runs. The clock symbols indicate relative counting time, and the network symbol indicates the denoised LC produced by the neural network.