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Course 6Book 6C: Nonlinear PDE: Variational and Geometric MethodsChapter 7
Harmonic Maps and Their Heat Flow
The Bochner formula for maps, Eells–Sampson, and bubbling in two dimensions.
Read with Evans, Partial Differential Equations, section 8.4.3 (harmonic maps into spheres as constrained minimisers), and Taylor III, §15.2 (the heat flow of harmonic maps). Eells and Sampson, "Harmonic mappings of Riemannian manifolds" (Amer. J. Math. 86, 1964), is the founding paper; Lin and Wang, The Analysis of Harmonic Maps and Their Heat Flows, and Jost, Riemannian Geometry and Geometric Analysis (the chapters on harmonic maps), are the modern references. This chapter derives the harmonic map equation intrinsically and for embedded targets, proves the energy identity and the Bochner formula for maps, and proves the Eells–Sampson theorem with the short-time existence and the higher-derivative bootstrapping stated.
A harmonic function minimises the Dirichlet energy among functions with the same boundary values. A harmonic map does the same for maps between Riemannian manifolds: it is a critical point of
The class contains many familiar objects. If is an interval or a circle, harmonic maps are geodesics, parametrised proportionally to arc length. If , they are harmonic functions. If is a surface, conformal harmonic maps are minimal surfaces. Holomorphic maps between Kähler manifolds are harmonic. And the identity map of , viewed as a map from to , is harmonic exactly when a certain vector field built from the two connections vanishes: that vector field is the one in DeTurck's trick for the Ricci flow.
The natural way to find harmonic maps is to deform a given map down the energy gradient, the harmonic map heat flow , introduced by James Eells and Joseph Sampson in 1964. It was the first geometric heat flow, two decades before Hamilton's Ricci flow, and Hamilton, whose 1975 monograph was on harmonic maps, modelled the Ricci flow on it: the 1982 paper uses the same strategy of maximum principles for curvature quantities combined with integral estimates. Eells and Sampson proved that if the target has non-positive curvature, the flow exists for all time and converges to a harmonic map. The proof rests on a Bochner formula for the energy density, in which the curvature of the target appears with a good sign; when the sign is wrong, the flow can develop singularities, and the energy concentrates in "bubbles".
By the end of this chapter you will be able to:
- derive the harmonic map equation in local coordinates and for maps into a submanifold of Euclidean space;
- recognise geodesics, harmonic functions, minimal surfaces and the hedgehog of liquid crystals as harmonic maps;
- prove the energy identity for the heat flow, and the Bochner formula for ;
- prove the Eells–Sampson theorem: for non-positively curved targets, the flow exists for all time and subconverges to a harmonic map in the same homotopy class;
- explain why energy concentrates in two dimensions, and compute the tension field of the identity map, the DeTurck vector field.
Liquid crystals
In a nematic liquid crystal, the material of the displays in older laptops and watches, rod-like molecules tend to align with their neighbours. The local direction of alignment is described by a unit vector field (strictly, up to sign), the director. Bending the director costs elastic energy, and in the simplest model (the Oseen–Frank energy with equal elastic constants) the energy is proportional to . An equilibrium configuration is therefore a harmonic map into the sphere, and the switching of a display pixel, in which an electric field rotates the director and it relaxes back, is governed by a gradient flow of this energy (with friction and fluid coupling).
Experiments show point defects, where the director field is singular. The simplest is the hedgehog , pointing radially outward from a point. It has finite energy (Exercise 7.11), and Haïm Brezis, Jean-Michel Coron and Elliott Lieb proved in 1986 that it minimises the energy among maps of the ball with the same boundary values; Richard Schoen and Karen Uhlenbeck had shown in 1982 that energy-minimising maps from three-dimensional domains have at most isolated singular points. The singularities of harmonic maps are a mathematical theory of liquid crystal defects.
The harmonic map equation
Let and be Riemannian manifolds, compact. In local coordinates on and on , a map has components , and its energy density is
For a variation of with (a section of ),
where the tension field has components
with the Laplace–Beltrami operator of and the Christoffel symbols of . So is harmonic if and only if .
Proof. Assume the variation is supported in one coordinate chart (the general case follows with a partition of unity). Differentiating under the integral,
Integrate the first term by parts, using :
So . The expression is symmetric in and , so may be replaced by , and the bracket becomes . Hence
The harmonic map equation is a semilinear elliptic system: the top-order part is the Laplacian, applied to each component, and the nonlinearity is quadratic in the first derivatives. That quadratic growth in is exactly critical in two dimensions, which is the source of both the beauty and the difficulty of the theory.
Examples. (1) If with arc length , , the geodesic equation: harmonic maps from a circle are closed geodesics, traversed at constant speed (Exercise 7.10). (2) If , . (3) If and is the identity, when the target carries a second metric (Exercise 7.16).
Embedded targets. By Nash's embedding theorem, can be isometrically embedded in some , and a map into is a map with . Then is the ordinary , and the first variation in a tangential direction is . So is harmonic exactly when
The normal part of is determined by the geometry of : it equals , where is the second fundamental form of in (9A.8 Submanifolds and Minimal Surfaces), so the harmonic map equation reads in this convention. For the round sphere , differentiating twice gives , so the normal part of is , and
the equation already derived with a Lagrange multiplier in 6C.1 Regularity of Minimisers and Constraints.
If , the energy is conformally invariant: if , then and , so does not change. In particular, on the rescaled maps all have the same energy (Exercise 7.12): a map can concentrate its energy at a point at no cost. This is the critical-exponent phenomenon of 6C.2 Critical Points and the Mountain Pass in a new form, and it leads to bubbling below. The energy of a map from a surface into is bounded below by the degree, , with equality exactly for holomorphic or antiholomorphic maps (Exercise 7.13): rational functions of are harmonic maps of the sphere to itself.
The heat flow and the energy identity
The harmonic map heat flow is
a semilinear parabolic system. With an embedding, it reads .
If and are compact and is smooth, there is and a unique smooth solution of the heat flow on . If the maximal time is finite, then is unbounded as .
The proof is the contraction argument of 6A.8 Nonlinear Parabolic Equations, carried out in parabolic Hölder spaces for the embedded system (Eells and Sampson, 1964; Lin and Wang, chapter 5), together with the fact that the solution stays in (Exercise 7.14). The continuation criterion says that the only way the flow can stop is through gradient blow-up: once is bounded, parabolic regularity bounds every higher derivative.
Along a smooth solution of the heat flow,
so .
Proof. Apply Proposition 7.1 with and .
The heat flow is the gradient flow of , exactly as the heat equation is the gradient flow of the Dirichlet energy (6A.11 Calculus of Variations and Gradient Flows). The energy identity gives two things: a bound , and a time integral bound on , which forces in along some sequence if the flow lives forever. What it does not give is pointwise control of . That is the job of the Bochner formula.
The Bochner formula for maps
We use the conventions of 9A.4 Curvature and What It Means: , , so that is the sectional curvature times . For a map , is a section of the bundle , which has a connection built from the Levi-Civita connections of and . Its covariant derivative is the second fundamental form of the map, and it is symmetric: (this is the torsion-freeness of both connections). Its trace is the tension, .
Let be a local orthonormal frame on , and write . Then
Proof. Work at a point with a frame satisfying at . Since , at , and the second term is . Write , so the quantity above is . Since is symmetric, is symmetric in its last two slots, and the Ricci identity exchanges the first two at the cost of a curvature term:
Summed over , the first term is . The curvature of the bundle acts on by
With , and summing over : , so the second piece contributes . The first piece is , and pairing with , . Adding everything up gives the formula.
For and a function, this is the Bochner formula of 9A.6 The Laplacian and the Bochner Formula: . The new term is the last one, and its sign is what matters:
Non-positive target curvature helps. Geometrically: in negative curvature geodesics spread apart, so a map cannot wrap itself up in complicated ways at low energy, and energy cannot pile up.
Let solve the heat flow, and suppose with and . Then
Proof. , using that the time derivative commutes with (the pullback connection in the direction is torsion-free as well). Subtract the Bochner formula: the terms cancel, leaving . The last sum is , and .
The Eells–Sampson theorem
Let and be compact Riemannian manifolds, with of non-positive sectional curvature, and smooth. Then the heat flow from has a smooth solution for all , and there is a sequence such that converges smoothly to a harmonic map homotopic to . In particular, every continuous map from to is homotopic to a harmonic map.
Proof. Step 1: a uniform bound on the energy density. Let with , and . By Corollary 7.6, . Let be the heat kernel of (9B.7 The Heat Equation on a Manifold), which is positive and bounded on by a constant . For , the function solves the heat equation for with initial value , and is a subsolution with zero initial value, so by the maximum principle on the closed manifold. At :
So for all , a bound independent of . For the maximum principle alone gives .
Step 2: all time, and bounds on all derivatives. By Step 1 and the continuation criterion of Theorem 7.3, the flow exists for all time. Moreover, with bounded, the embedded equation has a bounded right side, so parabolic estimates bound in on unit time intervals, hence in ; then the right side is Hölder, the parabolic Schauder estimates (6A.7 Parabolic Regularity) bound in , and bootstrapping gives bounds on all derivatives, uniform for .
Step 3: subconvergence. By the energy identity, , so there are with . The maps have uniformly bounded derivatives of every order, so by Arzelà–Ascoli (2B.5 Uniform Convergence and Arzelà–Ascoli) a subsequence converges in every to a smooth , and (the convergence of is uniform, and its norms tend to zero). So is harmonic.
Step 4: homotopy. Each is homotopic to through the flow. For large , and are uniformly close, closer than the injectivity radius of , so joining to by the unique short geodesic gives a homotopy. Finally, every continuous map is homotopic to a smooth one (by smoothing in an embedding and projecting back to ), which proves the last statement.
Philip Hartman (1967) proved more for non-positively curved targets: the whole flow converges (not just a subsequence), and harmonic maps in a homotopy class are unique up to "sliding" along flat directions, and unique outright if has negative curvature and the map is not degenerate (for example, not constant and not mapping onto a closed geodesic).
Take and closed surfaces of the same genus , both with hyperbolic metrics, and a diffeomorphism. By Eells–Sampson and Hartman, there is a unique harmonic map homotopic to , and Schoen and Yau, and independently Sampson, proved in 1978 that it is a diffeomorphism. Varying the metric on in its conformal class, harmonic maps give coordinates on Teichmüller space, the space of hyperbolic structures on a surface: Michael Wolf (1989) used them to give an analytic proof that Teichmüller space is a cell. Harmonic maps are one of the main analytic tools for spaces of geometric structures, alongside the Ricci flow of 11A.12 Ricci Flow on Surfaces.
When the target is positively curved: bubbling
Without the curvature assumption, the theorem fails. James Eells and John Wood proved in 1976 that there is no harmonic map of degree one from the torus to the sphere . Run the heat flow from a degree-one map: the degree is preserved as long as the flow is smooth, the energy decreases, and yet there is no harmonic limit in the homotopy class. Something must go wrong.
In two dimensions, Michael Struwe described what goes wrong.
Let be a closed surface, compact, and . There is a global weak solution of the heat flow, smooth on except at finitely many points , and unique among weak solutions whose energy does not increase. At each singular point, energy at least concentrates: rescalings with converge to a non-constant harmonic map , which extends to a harmonic sphere (a bubble). As , converges weakly along a sequence to a harmonic map, away from finitely many points where further bubbles separate.
Jonathan Sacks and Karen Uhlenbeck (1981) had discovered the same phenomenon for minimising sequences, and it gave them their existence theorem for minimal two-spheres: either the minimiser exists, or a bubble, itself a harmonic sphere, is found. In the example, a degree-one bubble splits off and the map left behind has degree zero. Whether singularities can form in finite time was settled by Kung-Ching Chang, Wei-Yue Ding and Rugang Ye in 1992: for equivariant maps from the disc to with suitable boundary data, the flow blows up in finite time. In higher dimensions, the heat flow into spheres can blow up in finite time even from smooth data (Coron and Ghidaglia, 1989).
Two features of this story recur, transformed, in the Ricci flow. Singularities are analysed by rescaling around the point where the quantity concentrates, and the rescaled limits are special solutions (here harmonic spheres; for Ricci flow, solitons and -solutions). And an -regularity theorem says that if the energy in a small ball is below a threshold, there is no singularity there: this is the template for Perelman's pseudolocality theorem (12A.9 Pseudolocality).
For the Ricci flow, the role of the heat flow of harmonic maps is technical but essential. The Ricci flow is not strictly parabolic, because of its diffeomorphism invariance (6C.3 Symmetry, Noether’s Theorem and Moving Planes). Dennis DeTurck (1983) added a Lie derivative term , with the tension field of the identity map (Exercise 7.16), which makes the system strictly parabolic, and Hamilton (1995) noticed that the diffeomorphisms relating the two flows solve the harmonic map heat flow from to . That is how uniqueness of the Ricci flow is proved (11A.4 Short-Time Existence and Uniqueness, 6C.12 Quasilinear Parabolic Systems).
History
Bochner considered harmonic maps between Riemannian manifolds in 1940, and Fuller studied them in the 1950s, but the theory began in earnest with Eells and Sampson in 1964, whose paper introduced the heat flow and proved the theorem above; the Bochner formula for maps is theirs. Hartman's uniqueness theorem dates from 1967. Hamilton's monograph Harmonic Maps of Manifolds with Boundary appeared in 1975. Sacks and Uhlenbeck's bubbling paper is from 1981, Schoen and Uhlenbeck's regularity theory for minimisers from 1982, Struwe's heat flow theorem from 1985, and Chang, Ding and Ye's finite-time blow-up from 1992. Frédéric Hélein proved in 1991 that weakly harmonic maps from surfaces are smooth, using the conservation laws of 6C.3 Symmetry, Noether’s Theorem and Moving Planes.
Harmonic maps are critical points of , with tension field , or for embedded targets ( for spheres). Geodesics, harmonic functions, conformal minimal surfaces, holomorphic maps and the hedgehog are examples. The heat flow is the gradient flow of . The Bochner formula expresses through , the Ricci curvature of the domain and the sectional curvature of the target, and when it makes a subsolution of . A heat kernel bound then gives a uniform gradient bound, hence all-time existence and subconvergence to a harmonic map in the homotopy class (Eells–Sampson). For positively curved targets in two dimensions, energy concentrates in bubbles (Struwe), and finite-time blow-up occurs (Chang–Ding–Ye). 6C.8 Monotonicity, ε-Regularity and Tangent Cones develops the two ideas this chapter ended with, rescaling at points of concentration and -regularity, together with the monotonicity formulas that make them work, for minimal surfaces and harmonic maps.
Exercises
Let . (a) Show that , so harmonic maps are closed geodesics. (b) Show that , so a harmonic map has constant speed. (c) Show that , with equality exactly for constant speed parametrisations.
Solution
(a) With and , , the coordinate expression of . (b) Metric compatibility. (c) By Cauchy–Schwarz, , with equality iff is constant.
Show that satisfies on , and that its energy on the unit ball is . (You need and .)
Solution
With : . And , so . Then . The energy is .
For and , show that . Conclude that energy is scale-invariant exactly when , and explain why this allows a sequence of maps with bounded energy to concentrate energy at a point.
Solution
, so with . For the energy is unchanged: as , has the same energy, all of it within distance of the origin if most of the energy of is in . A bounded-energy sequence can therefore converge weakly to a map with less energy, the difference concentrating at a point.
For from a closed oriented surface, in local isothermal coordinates (so ), show that , with equality iff . Integrate, using , to get .
Solution
and are tangent to the sphere at , and . Equality requires and , i.e. (rotation by in the tangent plane): the Cauchy–Riemann equations for a holomorphic or antiholomorphic map. The energy density in isothermal coordinates is and the area element is , so , since is the pullback of the area form of , of total area .
Let be a smooth solution of with . Show that satisfies , and conclude .
Solution
, and . Subtracting, . This is a linear equation for with bounded coefficient on for and zero initial data, so by the maximum principle (applied to and , as in 6A.5 Maximum Principles).
On (instead of a compact manifold) with bounded and , show that . What plays the role of in the Eells–Sampson proof?
Solution
By the maximum principle for bounded subsolutions on (6A.3 The Heat Equation on ℝⁿ), , and the heat kernel at time is bounded by . In Eells–Sampson the integral is the energy (times ), bounded by thanks to the energy identity: the integral bound comes from the gradient flow structure, the pointwise bound from the maximum principle.
Let and be two metrics on , and . (a) Using for coordinate functions (check this from ), show that the tension field of the identity is
(b) Explain why this is a vector field (a tensor), although Christoffel symbols are not. (c) DeTurck's vector field is . Its role in 11A.4 Short-Time Existence and Uniqueness: the Ricci–DeTurck flow is strictly parabolic, because cancels exactly the second-derivative terms of that come from diffeomorphism invariance. Why is it natural that a harmonic map term should do this?
Solution
(a) For : and , so . The identity map has components and , so . (b) The difference of two connections is a tensor (9A.2 Connections), so is a -tensor and its trace with is a vector field. (c) The identity is harmonic exactly when , which is a gauge condition (" is harmonic with respect to "), the analogue of harmonic coordinates. Fixing the diffeomorphism freedom by asking the identity to be harmonic removes the degeneracy that diffeomorphism invariance causes, just as harmonic gauge makes Einstein's equations hyperbolic (6B.14 Hyperbolic Equations and Systems). And the diffeomorphisms that relate the two flows move by the heat flow of harmonic maps.
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