“…Numerical simulations on the other hand can often produce reliable outcomes with limited resources and time Mielczarek and Uzia lko-Mydlikowska (2012). Numerical simulations of upper airway fall into three categories: computational fluid dynamics (CFD) based Aasgrav, Johnsen, Simonsen, and Müller (2016); Sung, Jeong, Yu, Hwang, and Pae (2006); M. Zhao, Barber, Cistulli, Sutherland, and Rosengarten (2013a), finite element modeling (FEM) Henrik Strand Moxness, Wülker, Helge Skallerud, and Nordgård (2018); Huang, White, and Malhotra (2007); Lee, Choi, Lee, Ahn, and Noh (2018); H. Liu, Moxness, Prot, and Skallerud (2018), and fluid structure interaction (FSI) Y. ; M. Zhao, Barber, Cistulli, Sutherland, and Rosengarten (2013b); with each method having its own advantages and complications. CFD simulations analyze the airflow in both healthy and diseased human airway, where the airflow can be laminar, transitional, or turbulent.…”