Each Cartesian Brownian increment has variance . Summing their normalized squares gives a chi-squared distribution with degrees of freedom. Hence is unbiased and has relative standard deviation . Its inverse is not unbiased: for , . Thus the direct inverse-diffusivity radius estimate has appreciable finite-sample bias when only a few trajectories are observed. Measurement noise or drift adds separate systematic error.
Scattering efficiency 2026-10-14
For a sphere of radius , the scattering efficiency is its effective scattering area divided by the projected geometric cross-section . It is a dimensionless quantity. For Rayleigh scattering by a small sphere with relative refractive index and incident wavenumber ,
At fixed wavelength and fixed refractive index, the Rayleigh scattering cross-section scales as , whereas the scattering efficiency scales as . Doubling radius multiplies the former by and the latter by . An efficiency here is an effective scattering area relative to a reference area, rather than a fraction of all light in an arbitrary beam.
For a worked toy example, take , , and . Then and . Substitution gives Rayleigh scattering cross-section and scattering efficiency . At incident light intensity , the scattered power is approximately . These are leading small-particle estimates, not a measured air-molecule cross-section.
Shape operator Created 2026-09-24 Updated 2026-10-14
The shape operator measures how the unit normal turns as we move along a smooth surface. A plane has a constant unit normal, whereas the outward unit normal of a sphere turns in every direction in the tangent plane. Keeping the direction of this change, rather than just its magnitude, lets one recover the principal curvatures and their principal directions.
Choose an orientation of a surface , with Gauss map . The shape operator at is the linear map
Here is the differential of the Gauss map. Its output belongs to , identified with because both are the vector plane perpendicular to . The minus sign is our convention throughout this branch. [ref]
The shape operator packages the second fundamental form as an operator using the inner product supplied by the first fundamental form:
The symmetry of the second fundamental form makes the shape operator a self-adjoint operator for this inner product. Thus an orthonormal basis of principal directions diagonalizes it. In a coordinate basis of a parametric surface, write
The matrix need not be a symmetric matrix in this coordinate basis: its self-adjointness means . Using the eigenvalues of alone gives the principal curvatures only when is the identity matrix. [ref]
For a worked example, parametrize the lateral surface of an outward-oriented circular cylinder of radius using circumferential arc length and axial coordinate :
The coordinate tangent vectors are an orthonormal basis. Since and , the shape operator satisfies
Changing to angular coordinate gives and ; still has eigenvalues . This is why the first fundamental form must participate in the calculation.
For a sphere of radius centered at the origin, the outward unit normal is . Hence , so both principal curvatures are . For a plane, and the shape operator vanishes. Reversing the unit normal negates the shape operator and both principal curvatures; the Gaussian curvature remains unchanged while the mean curvature changes sign, as in orientation reversal of surface curvature.
Signed distance from a point to a plane Created 2026-10-06 Updated 2026-10-18
Orient the plane with a unit normal . A point then has signed distance from a point to a plane
Its absolute value is the ordinary distance from a point to a plane. The closest point on a plane is , so the displacement from the point to its orthogonal projection onto a plane is . Reversing the unit normal and reverses without changing the plane or the distance from a point to a plane. A sphere of radius centred at has sphere-plane intersection radius when .
For a general, not necessarily unit, normal vector in , the oriented distance is . In the worked example of distance from a point to a plane, orientation toward assigns to ; reversing that unit normal assigns . The closest point on a plane and the unsigned distance are unaffected.
A dark, opaque circular planet of radius blocks specific intensity over its overlap with the projected star. With and no transit dilution, the instantaneous exoplanet transit depth is exactly
When , the entire planetary disk is inside the stellar disk, and specific intensity varies little across that disk, small-planet transit weighting reduces to
Here is the projected centre separation divided by . The numerator samples the local specific intensity; the denominator normalizes by the whole star's mean specific intensity. The small-size argument and the distinction between full overlap and ingress are explicit in the original analytic treatment. [ref]
For a short approximately straight crossing at constant transverse velocity , write with at mid-transit, and let be the transit impact parameter. Then and . With stipulated and , a central crossing has mid-transit exoplanet transit depth approximately , whereas gives . A uniform disk would give for either fully overlapping crossing. The brighter central chord produces a deeper dip and the off-centre chord a shorter crossing at the same .
Figure 1.
Two transit chords across the same synthetic limb-darkened disk flux distribution
. Stipulated and ; the coloured curves integrate the occulted specific intensity over the finite planetary disk, including ingress and egress. Dashed curves show small-planet transit weighting only where the whole planetary disk is inside the star. Horizontal dotted segments give the uniform-disk full-overlap depth . The chord panel shows mid-transit positions; the horizontal coordinate in the light curve is distance travelled divided by stellar radius, equivalent to scaled time at constant transverse velocity. Details.
At fixed away from the edge, a two-dimensional Taylor's theorem expansion over the symmetric planetary disk cancels the first derivatives; the first correction to the blocked radiant flux is of order if the second derivatives remain bounded. This error estimate is not uniform at the edge, where the radial derivative of the linear limb-darkening law diverges. Ingress, egress, a grazing exoplanet transit, and a crossing of a starspot require the overlap integral or a suitable more complete model. Inferring without the local-to-mean specific intensity ratio can bias the estimated planet radius.
Two equal circular rings of radius in parallel planes at provide a boundary for an open film. In the ideal axisymmetric model, a stationary connected film has the catenoid profile
The catenoid existence threshold for equal rings explains why this equation can have two solutions, one solution, or none. The cancellation of principal curvatures holds for both solutions whenever they exist; the mean curvature equation alone does not select a stable minimal surface.
Figure 1.
A catenoid spanning equal coaxial rings and two stationary profiles at the same separation
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This ideal geometry uses and . The two profiles have different waist radii , although both have . For either profile the surface area follows by integration:
At this illustrated separation both profiles have greater surface area than the two disconnected disks, whose total is . This comparison disproves a claim of global area minimization in a class allowing disconnected competitors; it does not determine the sign of the second variation for small variations of a connected film.
A reported experiment used coaxial wire rings of radius , drawn from a surfactant solution and slowly separated until collapse. The solution contained tetradecyltrimethylammonium bromide in deionized water, with glycerol added to vary viscosity. Fluorescein enabled fluorescence imaging under cyan LED arrays; a Phantom V641 camera recorded 4,000 or 5,600 frames per second. Extracted contours gave neck radius, attachment angle, and inferred surface area. They showed neck narrowing and eventual breakup, rather than indefinite persistence of a stationary catenoid. Comparing solutions across viscosities helped distinguish liquid dissipation from the surrounding air's inertia, but the ring displacement beyond the last stable state was not precisely controlled. These are collapse observations, not direct measurements of equilibrium . [ref]
A proposed classroom measurement would instead hold two equal rings coaxial on a translation stage, leave both sides open to the same gas, and photograph the settled silhouette beside a scale. Fit and inspect fit residuals before inferring cancellation of the principal curvatures. Repeat at several separations and with the camera rotated about the axis to test rotational symmetry. Keep solution composition, ring wetting, and elapsed drainage time comparable, and shield the film from drafts. Film weight, drainage, evaporation, surfactant gradients, and rupture can invalidate the ideal soap film pressure balance. A silhouette fit alone neither measures the pressure jump nor tests all possible perturbations of a stable minimal surface.
Solid angle Created 2026-09-29 Updated 2026-10-18
A solid angle measures how much of the surrounding directions a region occupies, as seen from a specified point . Draw a sphere of radius centered at and mark where those directions meet its surface. If the marked patch has surface area , then
A Euclidean similarity scales both and by the same factor, so the chosen radius does not affect the answer. On the unit two-sphere, the numerical value is simply the patch's surface area. Unlike an angle drawn in one plane, a solid angle measures coverage in two angular directions.
For example, the full sphere has surface area and hence solid angle steradians. A hemisphere occupies steradians. Three mutually perpendicular coordinate planes divide the directions into eight congruent pieces, so each octant occupies steradians. A solid angle of one steradian therefore covers of all directions, rather than one full turn.
This makes a geometric question answer a collection question. For an ideal point emitter with isotropy, equal solid angles carry equal radiant flux. A detector accepting directions of total solid angle intercepts the fraction of that emitted radiant flux, before losses. With direction-dependent radiant intensity , the accepted radiant flux is instead . The solid angle of a disk below gives an exact example where the familiar inverse-square law is only a distant-source approximation.
A right circular cone with vertex selects all directions within a half-opening angle of its axis. Here is measured from the axis to a boundary direction, so the full opening in a meridian plane is . For , interpret the selected directions as a spherical cap; for , this is a region larger than a hemisphere.
The spherical coordinate system gives the area element on the sphere. Dividing by and integrating over the cap yields
The factor matters: a thin angular strip near a pole contains fewer directions than an equally wide strip near the equator. Treating equal intervals of both spherical coordinates as equal solid angles would overcount the polar directions.
Figure 1.
One set of directions cuts similar spherical caps from spheres of different radii
. Original geometric construction with half-opening angle . Left: a meridian section of two concentric spheres; rotating each blue arc about the dotted axis gives its cap. Right: the corresponding patch on the unit sphere. The patch is curved, and its surface area, rather than the volume inside the cone, determines the solid angle. Details.
At , the solid angle is steradians, or about of all directions. At it is steradians, and at it is steradians. For a small measured in radians, the Taylor series gives the small-angle approximation . Doubling a narrow half-opening angle therefore approximately quadruples its coverage.
Solid angle of a disk 2026-10-18
Consider a flat circular disk of radius , with its center a perpendicular distance from the viewpoint . The line from to its center is normal to the disk. Its rim defines a right circular cone with and . The solid angle of a circular cone immediately gives
For , this is the same half-opening example: about steradians. Both the radius and distance enter; doubling both leaves the solid angle unchanged.
A useful local version applies to a small surface patch of area , at distance from . If is the angle between its unit normal and the line to , its unsigned geometric contribution is
The numerator is the projected area. For a visible patch, perpendicular projection followed by radial projection onto a small piece of a sphere gives this formula. Integrating counts the directions once provided no direction encounters multiple counted patches. For an opaque detector, use its unoccluded face. At grazing view, the projected area tends to zero.
For this on-axis disk, a ring of radius has and . Its polar coordinates gives , so the same answer follows directly from the surface integral:
The changing distance and obliquity are both already accounted for; an extra detector-wide cosine factor would count the projection twice.
Figure 1.
The exact solid angle of an on-axis circular detector approaches a hemisphere at close range
. Left: a meridian section, drawn with . Right: the geometric acceptance fraction for a point emitter with isotropy, compared with the distant-source approximation . These are calculated geometric curves, not measured detector efficiencies. The dashed approximation is displayed outside its accurate range to show how it overestimates acceptance. Details.
For , the Taylor series of gives
Thus the accepted fraction of an ideal point emitter's isotropic output is approximately , where . This is the geometry behind the inverse-square law for a small detector. At fixed , however, taking gives , so the accepted fraction approaches rather than diverging.
For a chosen numerical example, let and . The exact solid angle is approximately steradians, giving an acceptance fraction . An ideal point emitter with isotropy and total radiant flux would therefore send about onto the disk. The distant-source approximation gives , about high. This calculation assumes unobstructed propagation and counts incident radiant flux; photon absorption, detector response, and any optical attenuator require separate factors.
A sphere of radius touching both faces of a symmetric groove of opening angle rotates instantaneously about the line joining its contacts. The centre is a distance from this line, so rolling without slipping means . For a homogeneous sphere, . Differentiating this kinetic energy with respect to distance down an incline gives the displayed acceleration. Both contact forces do no work for fixed faces and no slip.
Spherical law of cosines 2026-10-14
For a nondegenerate convex minor spherical triangle, the spherical law of cosines relates two angular sides , their included interior angle , and the opposite angular side :
Relabelling the vertices gives the corresponding formulas for and . As with the spherical law of sines, physical side lengths must first be divided by the sphere's radius. The spherical law of cosines determines uniquely from when the data describe such a spherical triangle. It also recovers each interior angle from three sides, for example
Using the cosine and the range selects a unique angle, avoiding the supplementary-angle ambiguity of an inverse sine calculation.
To derive the spherical law of cosines, let be the vertex unit vectors at , so , and . The outgoing unit tangent vectors at are and . Their dot product is both and , proving the identity. This gives a geometric explanation: spherical trigonometry compares angles in the tangent plane using vectors in the surrounding Euclidean space.
For a worked example on the unit sphere, take the vertices
At , the outgoing unit tangent vectors are and , so the interior angle is a right angle. The vertex dot products give . The spherical law of cosines then reduces to the right-angle identity , giving
To find , use the relabelled spherical law of cosines:
The physical side lengths on a sphere of radius are and . For example, on a toy sphere with metres they are approximately , and metres; the interior angles stay the same. Applying the planar Pythagorean theorem directly to the angular sides would instead give . That flat right triangle calculation does not give the great-circle distance between and .
Figure 1.
A non-octant spherical triangle with a right angle at , angular sides and , and interior angles
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The familiar law of cosines reappears as a local approximation. With all small in radians, substitute the small-angle approximations and into the spherical law of cosines and keep terms through second order:
Multiplication by gives the planar law of cosines for the physical side lengths. For a fixed small surface triangle on a progressively larger sphere, the angular sides shrink and this approximation improves. Thus the curved and flat formulas fit together: the Pythagorean theorem is recovered locally when is a right angle.
Spherical law of sines 2026-10-14
For a nondegenerate convex minor spherical triangle, with angular sides opposite interior angles , the spherical law of sines states
The sines of sides refer to central angles, so a physical side length on a sphere of radius must enter as . All six angles lie in , and the denominators are positive. The reciprocal form, , is equivalent. This is Tatum's sine formula, equation 3.5.1, in Celestial Mechanics, section 3.5: spherical sine and cosine formulas.
A short proof explains the symmetry of the spherical law of sines. Let be the vertex unit vectors at . At , the outgoing unit tangent vectors towards are and . Their angle is , so the magnitude of their cross product is . Since both tangent vectors are orthogonal to , the scalar triple product obeys
Dividing by proves the spherical law of sines. Its beauty is that the same three-dimensional scalar triple product can be calculated at any vertex, producing all three ratios at once.
For the spherical triangle worked out under the spherical law of cosines, , and . Hence , and the spherical law of sines gives
The inverse sine gives , but the supplementary angle has the same sine. The spherical law of sines alone therefore leaves two candidates for this angle. The spherical law of cosines, using the known three sides, gives and selects ; likewise . When only two sides and an opposite angle are given, two distinct valid spherical triangles can remain. A cosine relation resolves an inverse sine branch only when enough additional data are known; it does not make every ambiguous data set unique.
In a bound-cap model, an adhered sphere of radius covers area with . Its excess area over its circular footprint is . The Helfrich energy of that spherical cap is , adhesion gives , and membrane tension gives . Setting and yields the displayed expression. Free-surface deformation, neck structure, Gaussian curvature and topology changes are omitted. Full wrapping alone does not prove scission.
Spherical trigonometry 2026-10-14
Spherical trigonometry calculates the sides and interior angles of spherical triangles using trigonometric functions. Its sides must be shorter great circle arcs, which are geodesics on a round sphere. A curve at constant nonzero latitude does not qualify. The spherical law of sines and spherical law of cosines play the roles of the familiar flat-triangle rules, but account for the sphere's curvature.
Use uppercase both for the vertices and for their interior angles, and lowercase for the opposite angular sides. For example, is the central angle subtended by the arc from to . On a sphere of radius , its physical arc length is when is in radians; similarly and . Only on the unit sphere do the angular and physical side lengths have the same numerical values. See J. B. Tatum, Celestial Mechanics, chapter 3, section 3.5: great-circle sides and angular units.
One useful application of spherical trigonometry is finding great-circle distance from spherical coordinates. Write a unit vector as , where is latitude and is the equatorial azimuth, or longitude, measured from a chosen reference direction. The dot product of two such unit vectors gives
Here is the central angle and is the great-circle distance. The same identity follows from the spherical law of cosines by adding the north pole as the third vertex, with angular sides and . This connects spherical geometry to position calculations in astronomy and to navigation on a spherical model of Earth. Choosing the surface model matters: Paula Neeley and Anthony Narkawicz, Map Projection Induced Variations in Locations of Polygon Geofence Edges, NASA/TM-2017-219675 (2017), sections 2-3 distinguishes spherical and ellipsoidal geodesics and gives this coordinate identity.
For a toy example, put two points at latitude , with equatorial azimuths and . The great-circle distance and the arc length along constant latitude are
The great circle takes a shorter route by bending towards the pole in these spherical coordinates. To locate its highest latitude, the endpoint unit vectors are and . Their great circle lies in the plane through the origin with . On its shorter arc, the maximum latitude occurs at and is . Thus a geodesic can change latitude substantially even when its endpoints have equal latitude. These are lengths on an ideal sphere; the example illustrates the geometry rather than specifying an actual flight route.
Figure 1.
On an ideal sphere, two points at latitude and longitudes are joined by a shorter great-circle arc reaching latitude
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Historically, spherical trigonometry was prominent in teaching as well as in astronomy. John Conway and Alex Ryba note its presence in early twentieth-century school textbooks in Remembering spherical trigonometry, The Mathematical Gazette 100(547), March 2016, pages 1-8, DOI 10.1017/mag.2016.3. Their introductory observation documents that teaching history; it does not identify a single inventor of the spherical law of sines or spherical law of cosines.
Stable minimal surface 2026-10-14
A stable minimal surface has nonnegative second variation of surface area for every admissible normal variation fixing the boundary. For a two-sided minimal surface in three-dimensional Euclidean space, the quadratic form is
Here is the gradient for the induced Riemannian metric. The gradient term penalizes rapid changes in the displacement; the principal curvature term can make the second variation negative. A plane has only the nonnegative gradient term. Nonnegativity alone, especially with zero modes, does not prove a strict local minimum or a global minimum.
For a finite catenoid between fixed rings, the answer depends on the ring separation, waist radius, and allowed variations. The axisymmetric second variation of a catenoid tests a specified restricted class. Comparing with two disconnected disks tests a different class of competitors, including a change in topology. Consequently, a stationary catenoid can have greater surface area than two disks without immediately collapsing under every small perturbation.
In spherical stellar structure, a shell of radius , thickness and mass density has mass . Integrating outward gives the enclosed mass, .
At fixed observed period and semi-amplitude, and . At fixed planet mass and amplitude threshold, the largest circular orbit instead scales as . A revised stellar radius affects transit-derived planet radii but not these leading dynamical relations.
Stellar radius Created 2026-10-18 Updated 2026-10-25
The physical radius assigned to a star, with a specified surface convention.
Super-Earth Created 2026-10-06 Updated 2026-10-14
A super-Earth is an exoplanet more massive than Earth but below the ice-giant mass range. The label does not guarantee a rocky exoplanet interior, a specific radius, or habitability. Radius-based usage can overlap the sub-Neptune population.
For the radial profile , with , use the parametrized surface , . The two tangent vectors are orthogonal and have Euclidean norms and . Their cross product gives the displayed surface area. Geometric surface area assumes a single covering of the radial profile. A general three-dimensional generating curve must first be replaced by its actual radius ; its spatial arc length cannot simply replace the radial profile's arc length.