This paper introduces a novel framework to model Neumann boundary conditions for a superposition of fractional Laplacian operators, which can include a continuum of operators or infinitely many distinct ones. Key results obtained include existence and uniqueness theorems, asymptotic analyses, eigenvalue problems, integration by parts formulas, and connections to fractio...