A compact group is called an amalgamation basis if, for every way of embedding into compact groups and , there exist a compact group and embeddings and that agree on the image of . Bergman in a 1987 paper studied the question of which groups can be amalgamation bases. A fundamental question that is still open is whether the circle group is an amalgamation basis in the category of compact Lie groups. Further reduction shows that it suffices to take and to be the special unitary groups. In our work, we focus on the case when and are the special unitary group in dimension three. We reformulate the amalgamation question into an algebraic question of constructing specific Schur-positive symmetric polynomials and use integer linear programming to compute the amalgamation. We conjecture that is an amalgamation basis based on our data. This is joint work with Michael Joswig, Mario Kummer, and Andreas Thom.