Fig. 1

Schematic of a gas flow through a two-dimensional channel with bumps attached on the inner surfaces. The height and width of the bumps is h and w, respectively, while the bump offset is \(2\delta\). If the channel is sufficiently long, then the gas kinetic theory can be applied only in the unit cell (inside the red box) to save the computational resource