The banana manifold is a smooth projective Calabi-Yau threefold fibered over by abelian surfaces. Each singular fiber contains a “banana configuration of curves” which generates the rank-three lattice of curve classes supported in the fibers of . The Donaldson-Thomas partition function of in fiber classes was computed by J. Bryan (arXiv:1902.08695) to be the infinite product where , and are coefficients of the equivariant elliptic genus of . We observe that under a change of variables, behaves formally like a Borcherds lift of the equivariant elliptic genus. The main result of this thesis is that the associated Gromov-Witten potentials in genus are meromorphic genus two Siegel modular forms of weight . They arise as Maass lifts of weak Jacobi forms of weight and index 1 arising in an expansion of the elliptic genus in the equivariant parameter. We show the equivariant elliptic genus of encodes the Gopakumar-Vafa invariants of . Therefore, one can regard as an example where the generating functions of Gromov-Witten and Donaldson-Thomas invariants in fiber classes are produced by standard lifts of a modular object encoding the Gopakumar-Vafa invariants. We note that because this is a Masters thesis, the first six chapters offer an extended introduction to the relevant background material, while the original results are presented in the final chapter.

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