... – 822 . 10.1016/j.ijheatmasstransfer.2017.11.037 gas–liquid flow phenomenological modeling flow pattern transition artificial intelligence machine learning Gas–liquid flow commonly occurs in nature and can be found in many typical industrial processes, such as oil and gas production...