How Ricci Flow is used in Machine Learning part2 | by Monodeep Mukherjee | Apr, 2024


  1. The Convergence of Prescribed Combinatorial Ricci Flows for Total Geodesic Curvatures in Spherical Background Geometry(arXiv)

Author : Guangming Hu, Ziping Lei, Yu Sun, Puchun Zhou

Abstract : In this paper, we study the existence and rigidity of (degenerated) circle pattern metric with prescribed total geodesic curvatures in spherical background geometry. To find the (degenerated) circle pattern metric with prescribed total geodesic curvatures, we define some prescribed combinatorial Ricci flows and study the convergence of flows for (degenerated) circle pattern metrics. We solve the prescribed total geodesic curvature problem and provide two methods to find the degenerated circle pattern metric with prescribed total geodesic curvatures. As far as we know, this is the first degenerated result for total geodesic curvatures in spherical background geometry

2.Asymptotic behavior of unstable perturbations of the Fubini-Study metric in Ricci flow (arXiv)

Author : David Garfinkle, James Isenberg, Dan Knopf, Haotian Wu

Abstract : Kröncke has shown that the Fubini-Study metric is an unstable generalized stationary solution of Ricci flow [Krö20]. In this paper, we carry out numerical simulations which indicate that Ricci flow solutions originating at unstable perturbations of the Fubini-Study metric develop local singularities modeled by the blowdown soliton discovered in [FIK03]

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