chloride ion ingress in concrete is the main reason of concrete corrosion. in real world both uncertainty and stochasticity are main attributes of almost all measurements including testing and modeling of chloride content profile in concrete. regarding these facts new models should be able to represent at least some of the uncertainties in the predictions. in this paper after inspiration from c...

Diffusion models have recently exhibited remarkable abilities to synthesize striking image samples since the introduction of denoising diffusion probabilistic (DDPMs). Their key idea is disrupt images into noise through a fixed forward process and learn its reverse generate from in way. For conditional DDPMs, most existing practices relate conditions only fit it reversal unconditional process. ...