SUMMARY
The discussion focuses on selecting the appropriate order of polynomial basis functions in Finite Element Method (FEM) for solving differential equations, specifically the Helmholtz equation. The equation presented is a second-order differential equation in terms of \(u_{x}\). It is established that the degree of the polynomial basis should align with the local differentiability of the solution; for locally linear solutions, linear basis functions suffice, while higher-order functions can be beneficial for infinitely differentiable equations. The consensus is to increase the polynomial degree locally to match the local solution's degree, optimizing convergence rates.
PREREQUISITES
- Understanding of Finite Element Method (FEM)
- Familiarity with differential equations, specifically second-order equations
- Knowledge of polynomial basis functions and their properties
- Basic concepts of convergence in numerical methods
NEXT STEPS
- Study the book "Spectral h/p methods for Computational Fluid Dynamics" by Sherwin and Karniadakis
- Explore "The Finite Element Method and its Reliability" by Babuska and Strouboulis
- Research the impact of polynomial degree on convergence rates in FEM
- Learn about shock wave modeling and the application of varying polynomial degrees in FEM
USEFUL FOR
Engineers, computational fluid dynamicists, and researchers involved in numerical simulations using Finite Element Method, particularly those focusing on differential equations and convergence optimization.