Flows · Wider flows

Anisotropic & nonlocal flows

In briefWhen surface energy depends on direction, as in crystals, mean curvature flow becomes anisotropic, and the Wulff shape replaces the round sphere. In the crystalline limit the speed is nonsmooth; in fractional flows it depends on the whole surface.

Eγ(M)=∫Mγ(ν) dμE_\gamma(M) = \int_M \gamma(\nu)\,d\mu
43papers
1in the last 30 days
6key references

Guide

In depth

What it is

Mean curvature flow is the gradient flow of area. Replace area by an anisotropic energy ∫Mγ(ν) dμ\int_M \gamma(\nu)\,d\mu, which weights each piece of surface by its orientation, and the gradient flow moves the surface by an anisotropic mean curvature HγH_\gamma. The shape of least energy for a given volume is no longer the sphere but the Wulff shape of γ\gamma.

  • Smooth anisotropies. When γ\gamma is smooth and its Wulff shape is uniformly convex, much of the isotropic theory carries over. Andrews proved, for example, that convex hypersurfaces under the volume-preserving anisotropic flow converge to the Wulff shape.
  • Crystalline flows. If the Wulff shape is a polytope, γ\gamma is not differentiable, and the flow moves facets rather than points. Taylor introduced crystalline variational problems in the 1970s. Almgren, Taylor and Wang constructed flows by minimizing movements, a time-discrete variational scheme. Chambolle, Morini and Ponsiglione proved existence and uniqueness of weak crystalline flows in every dimension.
  • Nonlocal flows. Fractional mean curvature, the first variation of the fractional perimeter of Caffarelli, Roquejoffre and Savin, depends on the whole set, not just on a neighbourhood of each point. Imbert set up the level-set theory for the corresponding flow.

Why it matters

Physical interfaces are rarely isotropic: crystal growth, grain boundaries and image processing all need direction-dependent speeds. For the geometric flows community these flows test which parts of the theory depend on the round symmetry of area. Convexity estimates, monotonicity formulas and the classification of self-similar solutions all have to be rebuilt, and sometimes fail.

Where it stands

Active directions include the regularity and uniqueness of crystalline flows, anisotropic versions of locally constrained flows and the inequalities they prove, anisotropic Gauss curvature flows, and the singularities of fractional mean curvature flow, where nonlocal effects can create behaviour with no local analogue. See also weak and singular flows for the level-set and minimizing-movement frameworks used here.

If you are new to this

Foundational papers

The papers the rest of the topic builds on, in reading order. Titles open the paper.

  1. 1978
    Crystalline variational problems Jean E. Taylor · Bulletin of the American Mathematical Society, vol. 84 Taylor: crystalline variational problems. DOI 10.1090/s0002-9904-1978-14499-1
  2. 1993
    Curvature-Driven Flows: A Variational Approach Fred Almgren, Jean E. Taylor, Lihe Wang · SIAM Journal on Control and Optimization, vol. 31 Almgren–Taylor–Wang: curvature-driven flows by minimizing movements. DOI 10.1137/0331020
  3. 2001
    Volume preserving anisotropic mean curvature flow Ben Andrews · Indiana University Mathematics Journal, vol. 50 Andrews: volume-preserving anisotropic mean curvature flow converges to the Wulff shape. DOI 10.1512/iumj.2001.50.1853
  4. 2008
    Level set approach for fractional mean curvature flows Cyril Imbert · Interfaces and free boundaries 11, 1 (2009) 153-176 Imbert: the level-set approach to fractional mean curvature flow. PDFarXiv:0807.2627
  5. 2009
    Nonlocal minimal surfaces L. A. Caffarelli, J. -M. Roquejoffre, O. Savin · arXiv:0905.1183 Caffarelli–Roquejoffre–Savin: nonlocal minimal surfaces and fractional perimeter. PDFarXiv:0905.1183
  6. 2015
    Existence and uniqueness for a crystalline mean curvature flow Antonin Chambolle, Massimiliano Morini, Marcello Ponsiglione · arXiv:1508.03598 Chambolle–Morini–Ponsiglione: existence and uniqueness for crystalline mean curvature flow in any dimension. PDFarXiv:1508.03598

If you follow the research

Latest papers · 43 papers

The newest 20, updated every weekday from arXiv. Follow this topic with its own RSS feed, or see who writes most on it.

math.APWider flowsarXiv:2610.35064

Type-II Singularities of Immersed Locally Convex Curves Evolving under Generalized Anisotropic Gage Area-Preserving Flows with Slow Curvature Speeds

Ze-Yu Ye, Xiao-Liu Wang

In this paper, we study the singularity behavior of immersed locally convex closed plane curves evolving under generalized anisotropic Gage area-preserving flows with slow curvature speeds of the form , where . Here denotes the anisotropic curvature associated with a prescribed anisotropy function . We prove that every finite-time blow-up is of Type-II provided that the Euclidean length of the evolving curve remains uniformly bounded away from zero. This result holds without any symmetry assumptions on either the initial curve or the anisotropy. When the initial signed area is nonzero, this length lower bound is automatically satisfied, and thus any finite-time singularity is necessarily of Type-II. By means of Hamilton's rescaling method combined with a differential Harnack estimate, we show that along a suitable blow-up subsequence, the rescaled curves at the selected times converge locally to the profile of a translating solution of the corresponding anisotropic curvature flow . We also establish sufficient conditions for finite-time singularity formation in terms of the initial signed area and anisotropic length. Moreover, we construct locally convex initial curves arbitrarily close to the Wulff curve for which a finite-time Type-II singularity occurs.

math.DGWider flowsarXiv:2609.24431

Anisotropic-Length-Preserving Weighted Anisotropic Curvature Flows

Zhishuai Liu, Guoxin Wei

In this paper, we study the anisotropic-length-preserving weighted anisotropic curvature flow for smooth convex closed plane curves. For any smooth, embedded, closed, convex initial curve, the flow exists smoothly for all time, and the anisotropic curvature converges smoothly to that of the boundary of the corresponding homothetic Wulff shape as time tends to infinity.

math.DGarXiv:2609.14866

Ricci Solitons, Almost Theta-Yamabe Solitons, and Finite-Order Tensor Symmetries of a Vector Field on Riemannian Manifolds with Rank-One Anisotropic Curvature

Abdou Bousso, Ameth Ndiaye

We study the iterated action of the Lie derivative on the curvature tensor of a Riemannian manifold with rank-one anisotropic curvature, whose Riemann tensor is expressed via the Kulkarni-Nomizu product as . First, we examine the conditions under which such a manifold admits a Ricci soliton structure and demonstrate that this property implies the almost -Yamabe soliton structure. Furthermore, we show that if the associated potential vector field is a symmetry of the Ricci tensor of a fixed order (i.e., ), the geometric problem reduces to solving a partial differential equation of order along the flow. Finally, under the assumption that is a conformal vector field () whose infinitesimal flow preserves the line distribution (with for ), we prove that several key geometric problems (such as establishing the relation , determining the minimal order for to be a Lie curvature symmetry, or satisfying for a continuous function ) are equivalent to a scalar differential problem governed by the operator .

math.APWider flowsarXiv:2608.00293

A Phase-Field Method for Curvature Flow of Networks with Triple Junction Drag

Yuchuan Yang, Selim Esedoglu

We develop a new phase-field (diffuse interface) approximation of multiphase curvature motion with triple junction drag - an important sharp interface model for the evolution of microstructure in polycrystalline materials during heat treatment. This sharp interface model arises as gradient flow for the total length of the interfacial network with respect to a certain metric. Accordingly, we derive our diffuse interface approximation - a coupled system of partial differential equations that is a variant of the Allen-Cahn system - from a variational perspective, in the style of minimizing movements: starting from a discrete in time approximation that entails a convex optimization problem to advance from one time step to the next. In the process, we propose a simple integral expression that counts the number of junctions using the order parameter that appears to be new even for the standard multiphase Allen-Cahn system. The convergence of the resulting flow to the desired sharp interface limit is then verified via the method of matched asymptotic expansions. Numerical convergence studies against both known exact solutions as well as highly accurate benchmark solutions obtained via front tracking provide clear further evidence for this convergence. Moreover, the method retains the most desirable feature of diffuse interface methods: Automatic handling of topological changes in the network of interfaces.

math.DGWider flowsarXiv:2607.02067

Higher regularity of the inverse anisotropic mean curvature flow

Chaoqun Gao, Yong Wei, Rong Zhou

We prove an anisotropic analogue of the higher regularity theorem of Huisken and Ilmanen for inverse mean curvature flow. For an arbitrary smooth Minkowski norm, we first prove a Huisken–Ilmanen type Harnack estimate for smooth closed strictly star-shaped solutions. We then construct global smooth solutions starting from strictly star-shaped hypersurfaces with bounded nonnegative weak anisotropic mean curvature. Combining this construction with the asymptotic theory for weak inverse anisotropic mean curvature flow, we show that weak solutions starting from bounded smooth initial sets become smooth outside a compact set.

math.DGWider flowsarXiv:2606.29058

Anisotropic Parabolic Obstacle Problems and the Stefan Problem: Regularity of the Evolving Free Boundary

Ezequiel Barbosa, Rosivaldo Gonçalves, Luan de Figueiredo

We study a parabolic obstacle problem for surfaces evolving by anisotropic mean curvature flow subject to an obstacle constraint. Given a convex obstacle and initial data, we seek an evolving surface minimizing an anisotropic energy functional while remaining above the obstacle; as a special case, this framework includes the anisotropic Stefan problem, where the free boundary represents a phase transition interface with direction-dependent surface tension. The central tool is the Cahn–Hoffman transform , which maps the Wulff ellipsoid to the Euclidean unit ball and converts the anisotropic problem into an equivalent isotropic one with a generalized Robin-type condition on the free boundary. We prove optimal regularity of the solution ( in space and in time up to the free boundary) and -regularity of the evolving free boundary at non-degenerate points. The parabolic Hausdorff dimension of the space-time singular set is shown to be at most .

math.APWider flowsarXiv:2606.06911

Area-preserving crystalline curvature flow in two dimensions

Eric Kim

We study the dynamics of planar sets under area-preserving crystalline curvature flow. We prove under mild assumptions on that the flat flow solution from regular initial data coincides with a classical ODE evolution, extending the results of to the area-preserving setting. We also show that for arbitrary initial data, the flat flow converges exponentially in time to a disjoint union of Wulff shapes, and under a non-bubbling assumption, the flow eventually becomes regular. Both of these results are novel for area-preserving crystalline flow of general sets, i.e. without assuming geometric properties such as convexity or star-shapedness. A key ingredient of independent interest is that planar almost-minimizers are Lipschitz -regular, which we prove by exploiting a sharp minimality estimate for distinguished line segments, as opposed to the excess decay argument given in. The novelty of our approach lies in the application of -minimal barriers for energy competition arguments, both for the geometric rigidity of the discretized flat flow and for the regularity of almost-minimizers.

math.DGWider flowsarXiv:2602.07989

Existence of the classical solution to the fractional mean curvature flow with capillary-type boundary conditions

Linlin Fan, Peibiao Zhao

Wang, Weng and Xia[Math. Ann. 388 (2024), no. 2] studied a mean curvature type flow for the smooth, embedded capillary hypersurfaces with a constant contact angle and confirmed the existence of solutions by the standard PDE theory. In the present paper, we study a fractional mean curvature flow for -regular hypersurfaces with a capillary-type boundary condition and obtain the short time existence by the fixed point argument.

math.APWider flowsarXiv:2510.22146

Anisotropic mean curvature flow with contact angle and Neumann boundary conditions in arbitrary dimensions

Can Cui, Nung Kwan Yip

Over a bounded strictly convex domain in with smooth boundary, we establish a priori gradient estimate for an anisotropic mean curvature flow with prescribed contact angle and Neumann boundary conditions. The estimates require careful analysis of the degeneracy property of the anisotropic mean curvature operator. As a result, for both problems, we can infer that the solutions converge to one that is translation invariant in time.

math.APWider flowsarXiv:2510.22136

Two dimensional anisotropic mean curvature flow with contact angle condition

Can Cui, Nung Kwan Yip

In this paper, we study surfaces which evolve by anisotropic mean curvature flow with contact angle boundary condition over a strictly convex domain in . We establish a prior gradient estimate for smooth solutions to this boundary value problem. The same approach can also handle Dirichlet boundary condition in , . For both problems, we prove that the solutions converge to one that is translation invariant in time.

math.DGWider flowsv2arXiv:2510.08168

Asymptotic behaviour of the weak inverse anisotropic mean curvature flow

Chaoqun Gao, Yong Wei, Rong Zhou

We first establish a local gradient estimate for anisotropic -harmonic functions. A key feature of our estimate is that the constant remains bounded as ; consequently, in the limit , this estimate yields the local gradient estimate for weak solutions of the inverse anisotropic mean curvature flow (IAMCF). As an application, we show that the weak IAMCF is asymptotic to the expanding Wulff shape solution at the infinity, thereby extending the result of Huisken and Ilmanen in [8] to the anisotropic case.

math.APWider flowsv2arXiv:2509.06125

Curvature Flow of Networks with Triple Junction Drag

Yuchuan Yang, Selim Esedoglu

We consider a PDE system that describes curvature motion of networks with a dynamic boundary condition known as triple junction drag. This model arises in the study of grain boundary evolution in polycrystalline materials. In this system, the surface tension coefficients depend on the crystallographic orientations of the grains, which are allowed to rotate. We prove existence and uniqueness of solutions to this system in the parabolic Hölder class . Moreover, we extend our existence result to accommodate a wider class of initial networks by relaxing the compatibility conditions on the angles and curvatures at the triple junction. As an important by-product of our result, we demonstrate the possibility of a new type of topological change during the evolution of the network. We also revisit the question of stability of stationary networks and how it is affected by the choice of surface tensions.

math.APWider flowsarXiv:2508.03134

A variational approach to the volume-preserving anisotropic mean curvature flow in 2D

Andrea Kubin, Domenico Angelo La Manna, Enrico Pasqualetto

In this article, we introduce a variational algorithm, in the spirit of the minimizing movements scheme, to model the volume-preserving anisotropic mean curvature flow in 2D. We show that this algorithm can be used to prove the existence of classical solutions. Moreover, we prove that this algorithm converges to the global solution of the equation.

math.APWider flowsarXiv:2506.05951

Variational Nonlinear and Nonlocal Curvature Flows

Daniele De Gennaro

We prove that the minimizing movements scheme á la Almgren-Taylor-Wang converges towards level-set solutions to a nonlinear version of nonlocal curvature flows with time-depending forcing term, in the rather general framework of variational curvatures introduced in. The nonlinearity involved is assumed to satisfy minimal assumptions, namely continuity, monotonicity, and vanishing at zero. Under additional assumptions only on the curvatures involved, we establish uniqueness for level-set solutions.

math.APWider flowsv2arXiv:2504.06162

A distributional approach to nonlocal curvature flows

Filippo Cagnetti, Massimiliano Morini, Dario Reggiani

In a novel distributional approach has been introduced to provide a well-posed formulation of a class of crystalline mean curvature flows. In this paper, such an approach is extended to the nonlocal setting. Applications include the fractional mean curvature flow and the Minkowski flow; i.e., the geometric flow generated by the -dimensional Minkowski pre-content.

math.APWider flowsarXiv:2503.20524

Convergence of thresholding energies for anisotropic mean curvature flow on inhomogeneous obstacle

Andrea Chiesa, Karel Svadlenka

We extend the analysis by Esedoglu and Otto (2015) of thresholding energies for the celebrated multiphase Bence-Merriman-Osher algorithm for computing mean curvature flow of interfacial networks, to the case of differing space-dependent anisotropies. In particular, we address the special setting of an obstacle problem, where anisotropic particles move on an inhomogeneous substrate. By suitable modification of the surface energies we construct an approximate energy that uses a single convolution kernel and is monotone with respect to the convolution width. This allows us to prove that the approximate energies -converge to their sharp interface counterpart.

math.APWider flowsv3arXiv:2501.10341

Threshold dynamics approximation schemes for anisotropic mean curvature flows with a forcing term

Bohdan Bulanyi, Berardo Ruffini

We establish the convergence of threshold dynamics-type approximation schemes to propagating fronts evolving according to an anisotropic mean curvature motion in the presence of a forcing term depending on both time and position, thus generalizing the consistency result obtained in [Ishii-Pires-Souganidis, 1999] by extending the results obtained in [Caffarelli-Souganidis, 2010] for to anisotropic kernels and in the presence of a driving force. The limit geometric evolution is of a variational type and can be approximated, at a large scale, by eikonal-type equations modeling dislocations dynamics. We prove that it preserves convexity under suitable convexity assumptions on the forcing term and that convex evolutions of compact sets are unique. If the initial set is bounded and sufficiently large, and the driving force is constant, then the corresponding generalized front propagation is asymptotically similar to the Wulff shape.

gr-qcarXiv:2410.03700

Nonmetric geometric flows and quasicrystalline topological phases for dark energy and dark matter in cosmology

L. Bubuianu, E. Nurlan, J. O. Seti + 2 more

We elaborate on nonmetric geometric flow theory and metric-affine gravity with applications in modern cosmology. Two main motivations for our research follow from the facts that 1) cosmological models for modified gravity theories, MGTs, are efficient for describing recent observational data provided by the James Webb Space Telescope; and 2) the statistical thermodynamic properties of such nonmetric locally anisotropic cosmological models can be studied using generalizations of the concept of G. Perelman entropy. We derive nonmetric distorted R. Hamilton and Ricci soliton equations in such canonical nonholonomic variables when corresponding systems of nonlinear PDEs can be decoupled and integrated in general off-diagonal forms. This is possible if we develop and apply the anholonomic frame and connection deformation method involving corresponding types of generating functions and generating sources encoding nonmetric distortions. Using such generic off-diagonal solutions (when the coefficients of metrics and connections may depend generically on all spacetime coordinates), we model accelerating cosmological scenarios with quasi-periodic gravitational and (effective) matter fields; and study topological and nonlinear geometric properties of respective dark energy and dark matter, DE and DM, models. As explicit examples, we analyze some classes of nonlinear symmetries defining topological quasicrystal, QC, phases which can modified to generate other types of quasi-periodic and locally anisotropic structures. The conditions when such nonlinear systems possess a behaviour which is similar to that of the Lambda cold dark matter (CDM) scenario are stated. We conclude that nonmetric geometric and cosmological flows can be considered as an alternative to the CDM concordance models and speculate on how such theories can be elaborated.

math.APWider flowsarXiv:2405.08296

Area-Preserving Anisotropic Mean Curvature Flow in Two Dimensions

Eric Kim, Dohyun Kwon

We study the motion of sets by anisotropic curvature under a volume constraint in the plane. We establish the exponential convergence of the area-preserving anisotropic flat flow to a disjoint union of Wulff shapes of equal area, the critical point of the anisotropic perimeter functional. This is an anisotropic analogue of the results in the isotropic case studied in. The novelty of our approach is in using the Cahn-Hoffman map to parametrize boundary components as small perturbations of the Wulff shape. In addition, we show that certain reflection comparison symmetries are preserved by the flat flow, which lets us obtain uniform bounds on the distance between the convergent profile and the initial data.

math.APWider flowsarXiv:2404.14402

A mean curvature flow arising in adversarial training

Leon Bungert, Tim Laux, Kerrek Stinson

We connect adversarial training for binary classification to a geometric evolution equation for the decision boundary. Relying on a perspective that recasts adversarial training as a regularization problem, we introduce a modified training scheme that constitutes a minimizing movements scheme for a nonlocal perimeter functional. We prove that the scheme is monotone and consistent as the adversarial budget vanishes and the perimeter localizes, and as a consequence we rigorously show that the scheme approximates a weighted mean curvature flow. This highlights that the efficacy of adversarial training may be due to locally minimizing the length of the decision boundary. In our analysis, we introduce a variety of tools for working with the subdifferential of a supremal-type nonlocal total variation and its regularity properties.

All 43 papers on Anisotropic & nonlocal flows, by year