https://neckpinch.com/authors/songzi-li/New arXiv papers by Songzi Li, from Neckpinch Tue, 10 Nov 2026 04:10:28 GMT https://neckpinch.com/papers/2001.11184/arxiv:2001.11184Thu, 30 Jan 2020 00:00:00 GMTSongzi Li, Xiang-Dong Li — In this paper, we prove the concavity of the Renyi entropy power for nonlinear diffusion equation (NLDE) associated with the Laplacian and the Witten Laplacian on compact Riemannian manifolds with non-negative Ricci curvature or CD(0,m)-condition and on compact manifolds equipped with time dependent metrics and potentials. Our results can be regarded as natural extensions of a result due to Savaré and Toscani on the concavity of the Renyi entropy for NLDE on Euclidean spaces. Moreover, we prove that the rigidity models for the Renyi entropy power are the Einstein or quasi-Einstein manifolds and a special (K,m)-Ricci flow with Hessian solitons. Inspired by Lu-Ni-Vazquez-Villani, we prove the Aronson-Benilan estimates for NLDE on compact Riemannian manifolds with CD(0,m)-condition. We also prove the NIW formula which indicates an intrinsic relationship between the second order derivative of the Renyi entropy power Nₚ, the p-th Fisher information Iₚ and the time derivative of the W-entropy associated with NLDE. Finally, we prove the entropy isoperimetric inequality for the Renyi entropy power and the Gagliardo-Nirenberg-Sobolev inequality on complete Riemannian manifolds with non-negative Ricci curvature or CD(0, m)-condition and maximal volume growth condition.Ricci flowEinstein metricsAlmost & η-Ricci solitonsStability & uniquenessGeometric inequalities https://neckpinch.com/papers/2001.00410/arxiv:2001.00410Thu, 02 Jan 2020 00:00:00 GMTS. Li, X. -D. Li — In this paper, we prove the concavity of the Shannon entropy power for the heat equation associated with the Laplacian or the Witten Laplacian on complete Riemannian manifolds with suitable curvature-dimension condition and on compact super Ricci flows. Under suitable curvature-dimension condition, we prove that the rigidity models of the Shannon entropy power are Einstein or quasi Einstein manifolds with Hessian solitons. Moreover, we prove the convexity of the Shannon entropy power for the conjugate heat equation introduced by G. Perelman on Ricci flow and that the corresponding rigidity models are the shrinking Ricci solitons. As an application, we prove the entropy isoperimetric inequality on complete Riemannian manifolds with non-negative (Bakry-Emery) Ricci curvature and the maximal volume growth condition.Ricci flowRicci solitonsEinstein metricsAlmost & η-Ricci solitonsHeat kernelWeak & singular flowsLimit spaces & RCDStability & uniquenessGeometric inequalities https://neckpinch.com/papers/1710.05750/arxiv:1710.05750Thu, 12 Oct 2017 00:00:00 GMTSongzi Li, Xiang-Dong Li — In this survey paper, we give an overview of our recent works on the study of the W-entropy for the heat equation associated with the Witten Laplacian on super-Ricci flows and the Langevin deformation on Wasserstein space over Riemannian manifolds. Inspired by Perelman's seminal work on the entropy formula for the Ricci flow, we prove the W-entropy formula for the heat equation associated with the Witten Laplacian on n-dimensional complete Riemannian manifolds with the CD(K, m)-condition, and the W-entropy formula for the heat equation associated with the time dependent Witten Laplacian on n-dimensional compact manifolds equipped with a (K, m)-super Ricci flow, where K∈ ℝ and m∈ [n, ∞]. Furthermore, we prove an analogue of the W-entropy formula for the geodesic flow on the Wasserstein space over Riemannian manifolds. Our result recaptures an important result due to Lott and Villani on the displacement convexity of the Boltzmann-Shannon entropy on Riemannian manifolds with non-negative Ricci curvature. To better understand the similarity between above two W-entropy formulas, we introduce the Langevin deformation of geometric flows on the cotangent bundle over the Wasserstein space and prove an extension of the W-entropy formula for the Langevin deformation. Finally, we make a discussion on the W-entropy for the Ricci flow from the point of view of statistical mechanics and probability theory.Ricci flowWeak & singular flows https://neckpinch.com/papers/1707.01644/arxiv:1707.01644Thu, 06 Jul 2017 00:00:00 GMTSongzi Li, Xiang-Dong Li — In this paper, we prove the Hamilton differential Harnack inequality for positive solutions to the heat equation of the Witten Laplacian on complete Riemannian manifolds with the CD(−K, m)-condition, where m∈ [n, ∞) and K≥ 0 are two constants. Moreover, we introduce the W-entropy and prove the W-entropy formula for the fundamental solution of the Witten Laplacian on complete Riemannian manifolds with the CD(−K, m)-condition and on compact manifolds equipped with (−K, m)-super Ricci flows.Ricci flowHarnack inequalitiesWeak & singular flows https://neckpinch.com/papers/1706.07040/arxiv:1706.07040Mon, 19 Jun 2017 00:00:00 GMTSongzi Li, Xiang-Dong Li — In this paper, we prove the characterization of the (K, ∞)-super Perelman Ricci flows by various functional inequalities and gradient estimate for the heat semigroup generated by the Witten Laplacian on manifolds equipped with time dependent metrics and potentials. As a byproduct, we derive the Hamilton type dimension free Harnack inequality on manifolds with (K, ∞)-super Perelman Ricci flows. Based on a new second order differential inequality on the Boltzmann-Shannon entropy for the heat equation of the Witten Laplacian, we introduce a new W-entropy quantity and prove its monotonicity for the heat equation of the Witten Laplacian on complete Riemannian manifolds with the CD(K, ∞)-condition and on compact manifolds with (K, ∞)-super Perelman Ricci flows. Our results characterize the (K, ∞)-Ricci solitons and the (K, ∞)-Perelman Ricci flows. We also prove a second order differential entropy inequality on (K, m)-super Ricci flows, which can be used to characterize the (K, m)-Ricci solitons and the (K, m)-Ricci flows. Finally, we give a probabilistic interpretation of the W-entropy for the heat equation of the Witten Laplacian on manifolds with the CD(K, m)-condition.Ricci flowRicci solitonsHarnack inequalitiesWeak & singular flows https://neckpinch.com/papers/1706.05304/arxiv:1706.05304Fri, 16 Jun 2017 00:00:00 GMTSongzi Li, Xiang-Dong Li — In this paper, we prove the Li-Yau type Harnack inequality and Hamilton type dimension free Harnack inequality for the heat equation ∂ₜ u=Lu associated with the time dependent Witten Laplacian on complete Riemannian manifolds equipped with a variant of the (K, m)-super Perelman Ricci flows and the K-super Perelman Ricci flows.Ricci flowHarnack inequalitiesWeak & singular flows