Generalization of the main gradient-flow theorems to Hadamard manifolds

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The paper considers generalized gradient flows and convex optimization on entanglement polytopes in Hadamard manifolds. In particular, the preceding discussion uses unitary matrices k∈Unk\in U_n, Hermitian matrices A,B∈HnA,B\in\mathcal{H}_n, and doubly stochastic operators on Hermitian matrices, including the representation of A=Ψ(B)A=\Psi(B) as a convex combination of unitary conjugates of BB. Generalization conjecture. The conclusion of Theorem~ (and subsequent Theorem~) holds for any Hadamard manifold. This would extend the paper's principal gradient-flow and optimization conclusions beyond the specific setting established in those theorems; the supplied text does not state whether this generalization has been proved or remains open.

References

Primary source

Hiroshi Hirai, “Generalized gradient flows in Hadamard manifolds and convex optimization on entanglement polytopes”, arXiv:2511.12064 (2026).

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