Electrical resistance Created 2026-09-24 Updated 2026-09-24
Electric dipole moment Created 2026-09-24 Updated 2026-10-14
The electric dipole moment measures the first spatial moment of signed electric charge. For localized point charges at positions , or an integrable charge density with a finite first moment, define[ref].
The electric dipole moment is a vector with SI units : coulombs times length in metres. Opposite electric charges can cancel in while contributing in the same direction to . For a neutral pair with positive electric charge at and negative electric charge at ,Thus the electric dipole moment points from negative to positive electric charge, not along the attraction between the two point charges. [ref]
https://openstax.org/books/university-physics-volume-2/pages/5-7-electric-dipoles. Ling, Moebs and Sanny, University Physics 2, 5.7: charge-pair geometry and dipole moment
.Changing the coordinate origin changes the position vectors, not the physical electric charge distribution. If the new origin is at relative to the old origin, , so direct substitution givesConsequently charge neutrality makes the electric dipole moment independent of the origin. For a system with nonzero total electric charge, always specify the origin: a single point charge at the old origin has but . This is coordinate bookkeeping, not a newly created electric dipole. The full electric potential stays the same at the same physical point; the terms of its electric multipole expansion and the observation coordinates change together.
As a stipulated numerical example, put at and at . Their total electric charge is zero and . Translating the origin by leaves this electric dipole moment unchanged. Adding at the old origin instead gives and . Distinguishing these two cases prevents the mistaken claim that every electric dipole moment is independent of the origin.
The usefulness of the electric dipole moment is compression: many internal electric charges determine one vector governing the leading distant electric potential of a neutral localized object when . [ref]
https://www.feynmanlectures.caltech.edu/II_06.html#Ch6-S2. Feynman, Leighton and Sands, II.6.2: distant dipole fields
. A polar molecule need not literally contain two point charges; its atomic nuclei and electron density collectively give an electric dipole moment. For example, the chemical polarity of water reflects its bent molecular geometry, whereas the symmetric linear molecular geometry of carbon dioxide makes its permanent electric dipole moment vanish. [ref]https://openstax.org/books/chemistry-2e/pages/7-6-molecular-structure-and-polarity. Flowers, Theopold, Langley and Robinson, Chemistry 2e, 7.6: molecular geometry and polarity
. A collection of such electric dipole moments per unit volume gives electric polarization. [ref]. Euclidean geometry Created 2026-09-24 Updated 2026-10-13
Euclidean geometry describes flat Euclidean space using lengths, angles, and rigid motions. A coordinate realization uses points , Euclidean distanceand angles determined by the dot product. The coordinate axes are a convenience: translations and rotations change coordinates while preserving these measurements. This makes Euclidean geometry useful for comparing figures and converting measurements along different directions into a single distance.
In the Euclidean plane, through a point outside a line there is exactly one parallel line. This is a standard equivalent formulation of the parallel postulate. Euclid's fifth postulate in the Elements instead describes when two lines meet using the interior angles made by a crossing line.[ref] The assumption has consequences we often take for granted: a triangle's interior angles sum to , and similar triangles can differ in size while keeping their angles. Comparing with spherical geometry reveals that these are properties of a particular geometry.
As a computed example, the diagonal from to in a rectangle has length . The Pythagorean theorem explains why perpendicular contributions add as squares. If the directions cease to meet at a right angle, the law of cosines supplies the missing angle-dependent term. The beauty is that a single distance formula unites geometric constructions, coordinate calculations, and orthogonality in linear algebra.
Make the assumptions visible: in a Cartesian coordinate system with orthogonal axes and the same length unit on each axis, take , and . The vectors and have dot product zero, establishing a right angle at before using the Pythagorean theorem. A sketch that merely looks like a right triangle supplies no such guarantee. Likewise, an image stretched horizontally and vertically by different amounts can distort both lengths and angles; a displayed shape and the assumptions defining it must be kept separate.
For a less origin-dependent measurement, take and . Their displacement vector is , so their Euclidean distance is again . Its Euclidean norm records the direct separation, whereas travelling first horizontally and then vertically covers length . This connects measuring a diagonal to locating two positions from a Cartesian coordinate system. A translation changes where the positions are recorded without changing their separation; a rotation changes the component values without changing the Euclidean norm.
Finite-dimensional spectral theorem Created 2026-09-24 Updated 2026-10-03
Every self-adjoint operator on a finite-dimensional real inner-product space has an orthonormal basis of eigenvectors and only real eigenvalues.
First fundamental form Created 2026-09-24 Updated 2026-10-14
The first fundamental form of a smooth surface is the restriction of the ambient inner product to each tangent space . For a regular parametric surface , it is
Here means , not a componentwise square. The coefficients form the Gram matrix of the two coordinate tangent vectors. Regularity makes this a positive-definite matrix, so and .
To calculate the length of a curve , apply the chain rule and integrate its speed:The same inner product gives the angle between nonzero tangent vectors through , and gives the area element as a positive density. One compact expression therefore supplies rulers, protractors, and surface area measurements.
For the lateral surface of a circular cylinder, take the circumferential arc length rather than the angle:Direct inner products give , hence . This is exactly the Euclidean metric on the unrolled plane. For instance, a path with , , has length on either surface. Every corresponding path retains its length, not merely this example, so sufficiently small neighborhoods retain their intrinsic distances. The local isometry preserves angles and surface areas too. Globally is periodic with period : unrolling requires a seam, and the whole circular cylinder is not a single planar manifold chart.
Gaussian curvature Created 2026-09-24 Updated 2026-09-24
Geodesic Created 2026-09-24 Updated 2026-09-24
A geodesic is a curve whose tangent vector is parallel along the curve. Equivalently, it has zero covariant acceleration; on an embedded surface, a unit-speed geodesic has acceleration normal to the surface.
Geometric spanner 2026-10-14
A geometric spanner is a weighted graph on points in Euclidean space, with edge weights equal to their Euclidean distances, in which every pair has a graph path of length at most times its direct distance. Its stretch factor is the largest ratio , where is shortest-path distance. A square's four perimeter edges, without diagonals, give stretch factor : adjacent points have ratio one, and diagonal pairs have route length instead of . The aim is to retain short routes with fewer edges than a complete graph. [ref]
https://people.scs.carleton.ca/~michiel/encyc_geometric_spanners.pdf. Gudmundsson, Narasimhan and Smid, Geometric Spanners, §1
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