Put . First establish almost sure finiteness. The Itô formula gives the martingale for planar Brownian motion. Stop it at . The stopped path has norm at most , so
By monotone convergence, , and hence almost surely.
The function is a harmonic function away from : in polar coordinates its Laplacian is . The Itô formula shows is a local martingale. It is bounded between and , so it is a true martingale and passage to is justified by dominated convergence. Writing and using continuity at exit gives
Solving yields the planar Brownian annulus hitting probability
The stopping argument stays away from the singularity of the logarithm until the calculation is complete.
The Gaussian free field is a random distribution, so its purported level curve cannot be defined by evaluating its height at every point. A coupling must instead be stated using conditional means and covariances. The SLE4 coupling with a Gaussian free field does exactly this.
Choose the Green-function normalization
A Zero-boundary Gaussian free field is characterized on real compactly supported smooth test functions by
Equivalently its energy normalization is the Dirichlet inner product . This fixes the otherwise convention-dependent height constant.
Set and
The field has prescribed Dirichlet values on the negative half-line and on the positive half-line. Subtracting recovers the zero-Dirichlet field . It is the shifted field , rather than an unshifted zero-boundary field, whose zero-height interface has ordinary chordal law.
Let be chordal from to , with Chordal Loewner equation and . Write and . The coupling statement is:
where, conditionally on the curve, is an independent zero-boundary field in the slit domain. The equality is for restrictions to test functions in that domain, and extends to suitable stopping times. Its covariance is by conformal invariance. The two sides of the revealed slit have heights and , in the order specified by their real images under . This is the continuum meaning of a Gaussian free field level line.
The fundamental calculations explain why the parameter is four. For , the Itô formula gives
At the drift vanishes. Thus
Each harmonic mean is a bounded martingale before approaching its point. Differentiating the explicit conformally transformed Green function gives the Loewner variation of the Dirichlet Green function
Therefore
In words, the variance learned from the evolving mean exactly equals the covariance lost when the slit is removed. For a Green kernel the same calculation gives ; using a different Green normalization changes the height constant, not the SLE parameter.
To construct the coupling, first sample the SLE curve. In the two components to its left and right, sample independent zero-boundary fields and add the corresponding constant heights. Extend these as distributions to obtain the candidate full field. The following martingale identity proves its marginal law rather than merely matching its first two moments.
For a real test function , put and
Localization permits integration of the pointwise identities. They yield . Hence
is a complex local martingale: the drift cancels the Itô correction. Since , , making it a true martingale. At the complete-curve limit, becomes the constant height in each component and the remaining Green kernel becomes that of those components. Thus is the conditional characteristic function of the sampled candidate field. Taking expectations gives
Applying this to every linear combination of test functions proves the entire Gaussian law, not only its covariance. The conditional version proves the displayed conditional-field statement. Exhaustion by compact test supports justifies passage across the slit and the limiting distributional extensions.
This revealed curve is a local set of a Gaussian free field: conditionally on it, the remaining field is a zero-boundary field plus a specified harmonic function. The spatial Markov property is thereby preserved at random domains, a property not available for arbitrary field-dependent sets. One can strengthen the coupling to a curve measurable from the field. The proof explores compatible interfaces in small subdomains and uses the conditional boundary heights and monotonicity to show that two such interfaces for the same field cannot separate; a countable exhaustion gives uniqueness. This supplies a rigorous replacement for the informal phrase “draw the zero contour.” It does not assert that the distribution has pointwise values.
The coupling is useful in both directions: SLE martingales give exact conditional Gaussian free field data, while the Gaussian Markov structure explains the SLE domain Markov property and its distinguished parameter. With the above normalization, the height jump is , and the corresponding interface is chordal SLE4.
Under the usual bounded-domain hypotheses, with piecewise smooth boundary and a sufficiently smooth vector field, the divergence theorem states
where is outward. Apply it to and use the product rule to obtain
For uniqueness, let for two classical solutions with the same Dirichlet boundary data. Then and on the boundary. Taking , gives Green's first identity in the form
The continuous nonnegative integrand must vanish, so is constant on each connected component. The zero boundary data make every such constant zero. Thus the solution of the Dirichlet problem for the Laplace equation is unique, if it exists. This establishes Uniqueness of the Dirichlet problem; existence is assumed. Boundedness, or suitable conditions at infinity, is needed: on an unbounded half-space the harmonic function has zero boundary values but is not identically zero.
The inner circle has centre and radius . The pole of the Möbius transformation lies inside that removed disc, so the transformation is holomorphic on , with derivative .
For ,
On the outer boundary this is one. On the inner boundary, , and the ratio is four. More directly, inside the outer circle the numerator exceeds the denominator by , whereas outside the inner circle four times the denominator exceeds the numerator by . Thus the image is . The inverse transformation is , so this is a bijective conformal map onto that annulus.
A radial harmonic function on an annulus has form . The two boundary values give , . By conformal invariance of harmonicity,
It has the required boundary values, and the maximum principle for harmonic functions proves uniqueness among solutions continuous on the closed region.
The capacity in this question is harmonic capacity from infinity in the upper half-plane, which has units of length; it is distinct from half-plane capacity, which has units of length squared.
Here is a proof of existence that also works with irregular real attachments. The function
is bounded and harmonic on , by the Strong Markov property and the mean-value characterization of harmonic functions. Therefore is a bounded harmonic function on the complex upper half-plane, with a Poisson kernel representation
The boundary function vanishes outside a bounded interval. Indeed, far enough along either real ray the original domain contains a half-disc neighbourhood, and extends there; the probability of hitting the bounded hull before the real boundary tends to zero as the starting point approaches that ray. Applying the same dominated-limit calculation as in part (i) yields
When the intrinsic boundary pieces landing on the hull are identified, is their indicator almost everywhere and this is the length of their image under . For ordinary finite slit hulls this is exactly the image of , since real attachment endpoints have zero harmonic measure. The Poisson representation avoids requiring that boundary identification in the general existence argument.
If , couple the two exit events using the same planar Brownian motion, stopped at its first hit of the real axis. Any path that hits before the real axis also hits before the real axis. Consequently
and taking the limits proves monotonicity of this capacity.
For a half-disc of radius centred at , the mapping-out function is
Its semicircular boundary maps onto , of length . Hence its harmonic capacity from infinity in the upper half-plane is . With
enclose in such a half-disc and use monotonicity. Letting the enclosing radius decrease to the infimum proves
The same conclusion holds if radius is instead measured about a specified real centre.
Set , a positive harmonic function on . First justify its boundary behavior. For with finite, part (c) makes bounded. Any subsequential limit lies in . If , continuity of the inverse inside would give , a contradiction. Thus
This boundary degeneration under a mapping-out function is valid without a smooth or locally connected hull boundary.
The harmonic function consequently has nonpositive finite-boundary values. Its value tends uniformly to zero at infinity, by the Laurent series. On the bounded domain , the maximum principle for harmonic functions bounds by , where . Let with fixed. We obtain
This is the height contraction of a hydrodynamically normalized mapping-out function. The exhaustion controls infinity explicitly, which is necessary when using a maximum principle on an unbounded domain.
Use and write up to its interior-point swallowing time for a Loewner chain . The Chordal Loewner equation gives
The branch of the complex logarithm with argument in is well-defined while . The Itô formula yields the crucial cancellation
The drift is cancelled by the quadratic variation term, because . Thus both and are continuous local martingales, with
This is the logarithmic martingale for SLE4.
We justify absence of a finite swallowing time rather than presuming that the logarithm survives forever. On a finite horizon , . Also is bounded pathwise before . Indeed, while its drift has absolute value at most ; on each excursion outside , integrate from its starting point and bound the Brownian oscillation on . For example,
Therefore is bounded above pathwise on this interval.
Suppose . By the Dambis-Dubins-Schwarz theorem, is a Brownian motion run at its own quadratic variation. If that clock diverged as , Brownian oscillation would make unbounded above, contradicting the preceding bound. The one-sided bound criterion for a martingale clock therefore gives a finite clock limit and a finite real limit for . Hence is bounded away from zero near .
Now has a strictly positive limit at . The drift in is integrable there, so continuity of gives a finite limit for as well. The limiting point is in and away from the Loewner driver singularity, and the differential equation extends past , a contradiction. Thus almost surely. A point of the Loewner trace at a finite time belongs to that time's hull, so
This proves the fixed-interior-point avoidance of SLE4 without using simplicity as an input.
The angle remains in at all finite times. The bounded local martingale criterion upgrades its local martingale equation to a genuine martingale:
In particular this is the SLE4 angle martingale, and it converges almost surely and in by bounded Martingale convergence theorem.
It remains to identify the limiting angle using the assumed simple path tending to infinity. Orient that path from to infinity. Its left component is the one adjacent to the negative real half-axis. Under , the left boundary of the slit domain maps to and the right boundary to . The harmonic measure of the former as seen from is
This follows by conformal invariance of planar Brownian motion: in the upper half-plane, is the bounded harmonic function with values on the left half-axis and on the right.
To justify the limiting boundary classification, condition on a simple proper realization of the path and use an independent planar Brownian motion from . It exits the upper half-plane in finite time almost surely, so its path up to that time is compact. The curve tends to infinity, so its intersection with this compact set is contained in a finite initial curve segment. Once that segment has been drawn, the Brownian path exits the slit domain through its left boundary exactly when is in the final left component: a path from that component cannot reach the right boundary without crossing the curve, and the reverse assertion holds on the right. Endpoints have zero harmonic measure. Bounded convergence of these exit indicators proves
Taking expectations in the bounded angle martingale gives the SLE4 left-passage probability
For the imaginary axis it is ; near the negative real axis it tends to , fixing the orientation of “left”.
On the punctured region , choose a positive constant and set
For a radial function in three dimensions, . Since , this harmonic function has at every , is nonconstant and positive, and approaches one at infinity. It defines the requested time-symmetric conformally flat vacuum initial data on that punctured or exterior region. One often writes , giving the time-symmetric spatial metric of the Schwarzschild metric in isotropic coordinates.
A puncture or inner boundary is necessary if global regularity was intended. A smooth harmonic function on all of that tends to one at infinity must equal one everywhere: applying the maximum principle for harmonic functions to larger and larger balls bounds by its arbitrarily small boundary values. The nonconstant example is therefore not a smooth solution through , and no such globally regular example exists under those stronger assumptions.
The interior elliptic regularity assertion for the Laplace equation is that a harmonic function is smooth, in fact real analytic, throughout . No boundary regularity of its unspecified boundary values is implied.
First let and . On a ball compactly contained in , differentiating its spherical average and applying the divergence theorem expresses that derivative as a constant factor times , which is zero. The spherical average tends to at the center as . This proves the mean value property for harmonic functions.
Choose a radially symmetric smooth mollifier , supported in , with integral one. By integrating the spherical mean value property,
whenever . For fixed the right side is a smooth convolution, since all derivatives can be placed on . Thus is smooth. The same argument proves the Weyl lemma for a distributionally harmonic : first mollify , apply the fixed-radius identity, and let the mollification radius tend to zero in distributions to obtain the same smooth representative.
To prove real analytic regularity, differentiating the fixed-radius convolution gives the interior derivative estimate for a harmonic function
for any harmonic . All derivatives of are harmonic. On nested balls between and , apply this estimate times, decreasing the radius by each time. For ,
The inequality follows by integrating below the sum defining . Apply the one-dimensional Taylor theorem along each segment, expanding directional derivatives by the multinomial formula. The remainder is bounded by , so it tends to zero for sufficiently small . This gives a locally convergent multivariate Taylor series. A harmonic function is real analytic in the interior.
The usual inhomogeneous elliptic regularity statement also follows: if and is smooth, take a cutoff equal to one near a given point and set , where is a fundamental solution of the Laplace equation with . Moving every derivative to the compactly supported smooth function shows is smooth. Locally is harmonic, so is smooth there too.
Write for the genuine surface density of a disk, and for its three-dimensional mass density. The delta function in the printed surface density formula belongs to , not to . Introduce a reference length to make logarithms dimensionless. The intended model is the infinite, self-gravitating, scale-free Mestel disk, with no extra source or imposed gravitational field.
The circular speed satisfies . Thus the flat galaxy rotation curve gives
A reflection-symmetric harmonic function with this midplane boundary value is
Verify this continuation using the Poisson equation for Newtonian gravity. For , set ; then
Hence off the astrophysical disk, and reflection gives the lower-half-space solution. Across the astrophysical disk the derivative jumps by . The distributional Poisson equation for Newtonian gravity therefore gives
At the origin the enclosed disk mass tends to zero linearly with radius, so there is no additional central point mass. This verifies the Mestel disk potential-density pair. The astrophysical disk has infinite total mass and a logarithmic Newtonian gravitational potential, so it is not an isolated finite-mass model with Newtonian gravitational potential zero at infinity. The usual scale-free boundary condition is important: the midplane rotation curve alone would also permit an added term , representing an extra uniform sheet without changing the radial circular force. That contribution is excluded in the intended Mestel disk model.
Use a mass-weighted planar galactic distribution function, so is the stellar mass in a small planar phase space element. A number-weighted function instead needs the stellar mass factor when computing . Assume a steady collisionless stellar system and isotropy in the two in-plane velocity components. Put and write . The stationary Collisionless Boltzmann equation becomes
Since this holds in every velocity direction, . In coordinates with , this is exactly . Therefore the planar isotropic distribution is , where is the specific orbital energy. Stationarity is essential; instantaneous isotropy alone would not imply this result.
Integrating over the two-dimensional velocity plane gives the planar isotropic distribution inversion:
On the astrophysical disk , so . Differentiate the integral with respect to its lower limit:
The boundary value as verifies the integrated equation as well as its derivative. Choosing the implicit length unit recovers the printed normalization. Changing the additive energy zero changes this prefactor accordingly.
At a fixed radius, the normalized velocity density is
It is a product of centered Gaussian distributions. Differentiating the supplied Gaussian integral with respect to its coefficient gives the second moments, and odd moments vanish. Thus the in-plane velocity dispersions are
An exactly planar astrophysical disk has and . The nonzero circular speed is a property of the force field, not a statement that this hot stellar distribution has net rotation.
Reversing every retrograde star folds the azimuthal Gaussian to a half-normal distribution. Equivalently the new steady galactic distribution function is , because and are integrals of the motion. Its density and even velocity moments are unchanged. Its streaming velocity is
This maximally prograde stellar distribution still has radial motion and a spread of azimuthal speeds; it does not place every star on a circular orbit. In particular while . The mean speed is smaller than the root-mean-square speed , which explains why it is not the circular speed.
For the usual Dirichlet problem on a bounded regular volume, suppose both satisfy the stated data. Their difference is a harmonic function, with in and on . In Green's first identity, choose both functions equal to :
The nonnegative continuous integrand forces . Thus is constant on each connected component, and its zero boundary values force each constant to vanish. This proves uniqueness for the Dirichlet problem.
If the boundary value is a constant , the constant function is itself a harmonic function with those data. Uniqueness therefore yields
Boundedness, or an appropriate condition at infinity replacing it, is essential. On the upper half-space both and are harmonic functions with zero data on its boundary plane. They show why unrestricted uniqueness must not be asserted for an unbounded volume.