Neumann functions, also known as Bessel functions of the second kind, are solutions to Bessel's differential equation that are singular at the origin and are used in problems with boundary conditions that require non-zero values at the origin. They complement Bessel functions of the first kind in forming a complete set of solutions for various physical and engineering applications, particularly in cylindrical and spherical coordinate systems.