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Stern's Level Set Method for Mean Curvature Flow

Updated 13 January 2026
  • Stern's Level Set Method is a level-set formulation for mean curvature flow that uses an obstacle constraint to enforce prescribed fixed boundaries.
  • It employs viscosity solution techniques to guarantee existence, uniqueness, and Lipschitz regularity of the evolving hypersurface.
  • The method exhibits sharp consistency with classical Dirichlet-boundary flows and the Sternberg–Ziemer construction in mean-convex domains.

The Stern level-set method, as developed in "A level-set method for a mean curvature flow with a prescribed boundary" by Bian, Giga, and Mitake, provides a global-in-time level-set approach for mean curvature flow with a prescribed geometric boundary by formulating the boundary as an obstacle constraint. This method achieves global solvability for general initial hypersurfaces and ensures sharp consistency with both classical Dirichlet-boundary mean curvature flow and the Sternberg–Ziemer (1994) Dirichlet-flow in strictly mean-convex domains (Bian et al., 2023).

1. PDE Formulation and Obstacle Boundary Interpretation

The method describes the evolution of a family of hypersurfaces {Γt}Rn\{\Gamma_t\}\subset \mathbb{R}^n governed by the mean curvature flow law

V=Hon Γt,Γt=Σ,Γ0 given,V = H \quad \text{on } \Gamma_t, \qquad \partial \Gamma_t = \Sigma, \qquad \Gamma_0 \text{ given,}

where VV is normal velocity and H=divνH = \operatorname{div}\nu the sum of principal curvatures for unit normal ν\nu. The level-set approach introduces a scalar function u(x,t):Rn×[0,)Ru(x,t):\mathbb{R}^n\times[0,\infty)\to\mathbb{R} so that

Γt={xRn:u(x,t)=0},\Gamma_t = \{x\in\mathbb{R}^n : u(x,t) = 0\},

with u<0u < 0 and u>0u > 0 on either side, respectively. The governing degenerate parabolic PDE is

utudiv(uu)=0,in Rn×(0,).u_t - |\nabla u|\operatorname{div}\left(\frac{\nabla u}{|\nabla u|}\right) = 0, \quad \text{in } \mathbb{R}^n\times(0,\infty).

To impose the fixed boundary V=Hon Γt,Γt=Σ,Γ0 given,V = H \quad \text{on } \Gamma_t, \qquad \partial \Gamma_t = \Sigma, \qquad \Gamma_0 \text{ given,}0, a compact, smooth codimension-2 submanifold, V=Hon Γt,Γt=Σ,Γ0 given,V = H \quad \text{on } \Gamma_t, \qquad \partial \Gamma_t = \Sigma, \qquad \Gamma_0 \text{ given,}1 is interpreted as the zero-set of a uniformly continuous upper obstacle function V=Hon Γt,Γt=Σ,Γ0 given,V = H \quad \text{on } \Gamma_t, \qquad \partial \Gamma_t = \Sigma, \qquad \Gamma_0 \text{ given,}2 with

V=Hon Γt,Γt=Σ,Γ0 given,V = H \quad \text{on } \Gamma_t, \qquad \partial \Gamma_t = \Sigma, \qquad \Gamma_0 \text{ given,}3

subject to the obstacle constraint

V=Hon Γt,Γt=Σ,Γ0 given,V = H \quad \text{on } \Gamma_t, \qquad \partial \Gamma_t = \Sigma, \qquad \Gamma_0 \text{ given,}4

and initial data

V=Hon Γt,Γt=Σ,Γ0 given,V = H \quad \text{on } \Gamma_t, \qquad \partial \Gamma_t = \Sigma, \qquad \Gamma_0 \text{ given,}5

The unique viscosity solution to this constrained PDE provides the level-set flow with prescribed boundary (Bian et al., 2023).

2. Viscosity Framework, Existence, and Regularity

The solution is formulated in the viscosity-solution sense following Ishii–Lions–Crandall. For the obstacle problem:

  • A viscosity subsolution satisfies, at points where a test function V=Hon Γt,Γt=Σ,Γ0 given,V = H \quad \text{on } \Gamma_t, \qquad \partial \Gamma_t = \Sigma, \qquad \Gamma_0 \text{ given,}6 touches V=Hon Γt,Γt=Σ,Γ0 given,V = H \quad \text{on } \Gamma_t, \qquad \partial \Gamma_t = \Sigma, \qquad \Gamma_0 \text{ given,}7 from above and V=Hon Γt,Γt=Σ,Γ0 given,V = H \quad \text{on } \Gamma_t, \qquad \partial \Gamma_t = \Sigma, \qquad \Gamma_0 \text{ given,}8 (with V=Hon Γt,Γt=Σ,Γ0 given,V = H \quad \text{on } \Gamma_t, \qquad \partial \Gamma_t = \Sigma, \qquad \Gamma_0 \text{ given,}9),

VV0

together with VV1.

  • A supersolution is defined dually.
  • A viscosity solution is both.

Key properties:

  • Existence/Uniqueness: For any bounded, uniformly continuous initial data VV2 with VV3, there exists a unique VV4 solving the level-set PDE with obstacle constraint (Bian et al., 2023).
  • Comparison Principle: If VV5 is a subsolution and VV6 a supersolution with VV7, then VV8 for all VV9. The principle extends directly to the obstacle setting via doubling-of-variables.
  • Regularity: If H=divνH = \operatorname{div}\nu0 and H=divνH = \operatorname{div}\nu1 are H=divνH = \operatorname{div}\nu2-Lipschitz in H=divνH = \operatorname{div}\nu3, then H=divνH = \operatorname{div}\nu4 satisfies

H=divνH = \operatorname{div}\nu5

with exponent H=divνH = \operatorname{div}\nu6 for mean curvature flow.

3. Consistency with Classical Dirichlet Boundary Mean-Curvature Flow

If the evolving hypersurface family H=divνH = \operatorname{div}\nu7 is classical and H=divνH = \operatorname{div}\nu8, solving H=divνH = \operatorname{div}\nu9 with fixed geometric boundary ν\nu0 for ν\nu1, then the level-set flow with obstacle ν\nu2 yields

ν\nu3

The consistency is established by constructing explicit sub- and supersolutions based on the signed distance function ν\nu4:

  • ν\nu5 is a viscosity supersolution with obstacle ν\nu6.
  • ν\nu7, for large ν\nu8, is a viscosity subsolution. Via comparison, the zero-levels of the viscosity solution ν\nu9 coincide with those of u(x,t):Rn×[0,)Ru(x,t):\mathbb{R}^n\times[0,\infty)\to\mathbb{R}0, so the interface evolves identically to the smooth case (Bian et al., 2023).

4. Agreement with the Sternberg–Ziemer Dirichlet Flow in Mean-Convex Domains

Let u(x,t):Rn×[0,)Ru(x,t):\mathbb{R}^n\times[0,\infty)\to\mathbb{R}1 be a bounded u(x,t):Rn×[0,)Ru(x,t):\mathbb{R}^n\times[0,\infty)\to\mathbb{R}2 domain with strictly positive inward mean curvature, u(x,t):Rn×[0,)Ru(x,t):\mathbb{R}^n\times[0,\infty)\to\mathbb{R}3 and u(x,t):Rn×[0,)Ru(x,t):\mathbb{R}^n\times[0,\infty)\to\mathbb{R}4. The Sternberg–Ziemer construction produces a unique u(x,t):Rn×[0,)Ru(x,t):\mathbb{R}^n\times[0,\infty)\to\mathbb{R}5 solving

u(x,t):Rn×[0,)Ru(x,t):\mathbb{R}^n\times[0,\infty)\to\mathbb{R}6

with u(x,t):Rn×[0,)Ru(x,t):\mathbb{R}^n\times[0,\infty)\to\mathbb{R}7 and boundary condition u(x,t):Rn×[0,)Ru(x,t):\mathbb{R}^n\times[0,\infty)\to\mathbb{R}8 on u(x,t):Rn×[0,)Ru(x,t):\mathbb{R}^n\times[0,\infty)\to\mathbb{R}9. Denote Γt={xRn:u(x,t)=0},\Gamma_t = \{x\in\mathbb{R}^n : u(x,t) = 0\},0. Then, the level-set flow with obstacle Γt={xRn:u(x,t)=0},\Gamma_t = \{x\in\mathbb{R}^n : u(x,t) = 0\},1 coincides with Γt={xRn:u(x,t)=0},\Gamma_t = \{x\in\mathbb{R}^n : u(x,t) = 0\},2 for all Γt={xRn:u(x,t)=0},\Gamma_t = \{x\in\mathbb{R}^n : u(x,t) = 0\},3.

The connection is demonstrated by:

  • Constructing an upper obstacle Γt={xRn:u(x,t)=0},\Gamma_t = \{x\in\mathbb{R}^n : u(x,t) = 0\},4 in Γt={xRn:u(x,t)=0},\Gamma_t = \{x\in\mathbb{R}^n : u(x,t) = 0\},5, extended so that Γt={xRn:u(x,t)=0},\Gamma_t = \{x\in\mathbb{R}^n : u(x,t) = 0\},6 outside Γt={xRn:u(x,t)=0},\Gamma_t = \{x\in\mathbb{R}^n : u(x,t) = 0\},7.
  • Comparing the obstacle problem solution Γt={xRn:u(x,t)=0},\Gamma_t = \{x\in\mathbb{R}^n : u(x,t) = 0\},8 with known subsolutions shows Γt={xRn:u(x,t)=0},\Gamma_t = \{x\in\mathbb{R}^n : u(x,t) = 0\},9 outside u<0u < 00 and u<0u < 01 inside u<0u < 02.
  • By using a renormalization lemma, a reverse comparison u<0u < 03 with an admissible u<0u < 04 provides u<0u < 05. The arguments yield full equivalence of the interface evolution (Bian et al., 2023).

5. Barrier Arguments and Curvature Formulas

Multiple barrier constructions play a central role in ensuring regularity and comparison principles:

  • Initial-layer barriers:

u<0u < 06

supporting time-Hölder continuity.

  • Boundary-layer subsolutions:

u<0u < 07

for strictly mean-convex u<0u < 08, with corresponding positivity of mean curvature u<0u < 09.

  • Push-in domains: Subdomains u>0u > 00 with strictly positive mean curvature on u>0u > 01, constructed by inward perturbations of u>0u > 02.

The evolution of curvature under normal translation is central to these arguments. For u>0u > 03, a u>0u > 04 codimension-u>0u > 05 submanifold, parallel hypersurfaces at distance u>0u > 06 have principal curvatures

u>0u > 07

with an additional direction having curvature u>0u > 08. For small u>0u > 09, the parallel hypersurface utudiv(uu)=0,in Rn×(0,).u_t - |\nabla u|\operatorname{div}\left(\frac{\nabla u}{|\nabla u|}\right) = 0, \quad \text{in } \mathbb{R}^n\times(0,\infty).0 is strictly mean-convex if utudiv(uu)=0,in Rn×(0,).u_t - |\nabla u|\operatorname{div}\left(\frac{\nabla u}{|\nabla u|}\right) = 0, \quad \text{in } \mathbb{R}^n\times(0,\infty).1 is without boundary. This underpins the construction of sub- and supersolutions utudiv(uu)=0,in Rn×(0,).u_t - |\nabla u|\operatorname{div}\left(\frac{\nabla u}{|\nabla u|}\right) = 0, \quad \text{in } \mathbb{R}^n\times(0,\infty).2 and utudiv(uu)=0,in Rn×(0,).u_t - |\nabla u|\operatorname{div}\left(\frac{\nabla u}{|\nabla u|}\right) = 0, \quad \text{in } \mathbb{R}^n\times(0,\infty).3 that trap the viscosity solution and enforce coincidence of zero-level sets (Bian et al., 2023).

6. Global Well-Posedness and Relation to Prior Level-Set Frameworks

Integration of the obstacle interpretation, viscosity solution machinery, and barrier techniques allows for global-in-time, well-posed level-set mean curvature flow with prescribed boundaries of arbitrary geometry. The method unifies the level-set approach with both classical boundary-value evolutions and the Sternberg–Ziemer Dirichlet flow, providing a robust theoretical foundation for interface evolution under geometric constraints. This construction demonstrates sharp consistency between the obstacle-based level-set formulation and established mean curvature flow theories (Bian et al., 2023).

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