Generalization of the main gradient-flow theorems to Hadamard manifolds
Generalization of the main gradient-flow theorems to Hadamard manifolds
The paper considers generalized gradient flows and convex optimization on entanglement polytopes in Hadamard manifolds. In particular, the preceding discussion uses unitary matrices , Hermitian matrices , and doubly stochastic operators on Hermitian matrices, including the representation of as a convex combination of unitary conjugates of . 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.
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Primary source
Hiroshi Hirai, “Generalized gradient flows in Hadamard manifolds and convex optimization on entanglement polytopes”, arXiv:2511.12064 (2026).
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