On the Correspondence Between Statistical Manifolds and Flat F-Manifolds in Hyperboloid Models

Explore a 19-minute mathematics lecture that delves into the construction of geometric structures within Hyperboloid models, specifically focusing on Homogeneous Flat F-manifolds. Learn how flat F-manifolds, which feature commutative, associative multiplication on the tangent bundle with compatible flat connection, serve as frameworks for studying integrable systems and algebraic structures in geometry. Discover the relationship between these structures and statistical manifolds, which combine Riemannian metrics with dual affine connections in information geometry. Examine how a generalized Legendre transform establishes connections between Homogeneous Flat F-manifold and standard statistical manifold structure in Hyperboloid space, revealing potential applications in theoretical and applied geometry. Presented at the Erwin Schrödinger International Institute for Mathematics and Physics as part of the Thematic Programme on "Infinite-dimensional Geometry: Theory and Applications."