Super-resolution and denoising of fluid flow using physics-informed convolutional neural networks without high-resolution labels

Han Gao, Luning Sun, Jian-Xun Wang

High-resolution (HR) information of fluid flows, although preferable, is usually less accessible due to limited computational or experimental resources. In many cases, fluid data a…