Normalizing flows model probability distributions through an expressive tractable density. They transform a simple base distribution, such as Gaussian, sequence of invertible functions, which are referred to layers. These layers typically use neural networks become very expressive. Flows ubiquitous in machine learning and have been applied image generation, text modeling, variational inference,...

This research studies the effect of normalization on ductility and corrosion resistance API 5L X65 pipe. Normalization conducted at a temperature 900 °C with holding time 30, 60, 90, 120, 150 minutes, followed by cooling down to room using an external air. Corrosion testing normalized specimens was performed seawater as corrosive environment, -and were also tested for microhardness determine th...

the values are the frameworks to legitimize human behaviors and to conceptualize socio-cultural phenomena. normalizing human behavior values are formed through three main bases including cognitive, motivate, and arbitrary ones. therefore, the normative values would shape through cognitive, motivate, and arbitrary foundations. behavior formation and stabilization happen in the process of sociali...