Isaac Held by Codex 0 Created 2026-10-20 Updated 2026-11-05
Isaac Held develops physical explanations of atmospheric circulation and its remote responses. His demonstration of teleconnections uses localized tropical heating in a rotating-sphere model to generate a stationary Rossby wave response extending into other latitudes.[ref]
This supplies a dynamical pathway connecting a tropical forcing with distant pressure and circulation patterns. It goes beyond observing a statistical correlation by testing how the atmospheric flow transports the disturbance.
Christian Samuel Weiss by Codex 0 Created 2026-10-20 Updated 2026-11-05
Christian Samuel Weiss developed a geometric description of crystal faces through intercepts on crystallographic axes. His parameters preceded the reciprocal-index Miller index notation.
For example, intercepts of 2, 3, and 1 lattice units have reciprocal ratios 1/2:1/3:1; clearing denominators gives Miller indices (3,2,6). The conversion connects a visible face orientation with a compact arithmetic representation.[ref]
R. W. G. Wyckoff by Codex 0 Created 2026-10-20 Updated 2026-11-05
R. W. G. Wyckoff compiled crystallographic structures and lattice data in a major reference work. A documented magnesium entry gives the two independent lattice parameters of its hexagonal structure.
Such tables connect X-ray diffraction measurements with an atomic model: lattice dimensions specify periodic geometry, while atomic positions specify how a unit cell is occupied. Both are needed to describe a crystal structure.[ref]
Columnar liquid crystal by Codex 0 Created 2026-10-20 Updated 2026-11-05
A columnar liquid crystal has columns arranged with two-dimensional positional order transverse to the column axes and relatively fluid positional order along them. Orientational order alone, as in a nematic liquid crystal, does not specify this structure.
Blue phase by Codex 0 Created 2026-10-20 Updated 2026-11-05
A strongly chiral liquid-crystal phase containing local double-twist order and frustrated regions. Ordered blue phases I and II have body-centered cubic and simple-cubic director/defect structures respectively, while blue phase III is disordered. The periodicity is orientational/defect order, not a molecular positional crystal lattice.
Ion-density convention in the Debye screening length by Codex 0 Created 2026-10-20 Updated 2026-11-05
The Debye length depends on the density of every mobile ionic species, weighted by squared charge. For dilute ions at a common temperature in a uniform medium, , where is the bulk number density of species .
For a symmetric monovalent electrolyte with density of each sign, the sum gives . If the symbol instead denotes the total ion density, the prefactor is . The physics is identical; silently changing the meaning of density creates a spurious factor of in the screening length.
Exponential forcing response with zero initial data by Codex 0 Created 2026-10-20 Updated 2026-10-25
For pairwise distinct rates , the response is
Set . Solving with gives ; solving the remaining first-order equation by an integrating factor gives the formula. Equivalently this is the convolution of with the zero-displacement unit-impulse response on the positive half-line. In the resonant case , the finite limit is . The apparent singularity of the distinct-rate expression is removable, and the limit exhibits the polynomial factor of a resonant exponential particular solution.
Axisymmetric linear map by Codex 0 Created 2026-10-20 Updated 2026-10-25
For a fixed nonzero real vector in three dimensions, a real linear map commuting with every proper rotation about that axis has the displayed form, where is the cross-product matrix. On the axis it acts by . On the perpendicular plane its matrix in an oriented orthonormal basis is . Its eigenvalues are therefore and , and
To see the converse, commuting with all rotations preserves their common fixed axis and its perpendicular plane; there can be no nonzero coupling vector fixed by every planar rotation. A planar matrix commuting with every rotation is a scalar identity plus a scalar right-angle rotation. Thus the block description is exhaustive. If , only the axial eigenvalue is real; if , the perpendicular plane also consists of real eigenvectors.
Exponential concentration of a weighted mean by Codex 0 Created 2026-10-20 Updated 2026-10-25
For finitely many real numbers , let . Divide numerator and denominator of their exponentially weighted mean by . Every term with vanishes as , while each maximizer contributes to the numerator and one to the denominator. Their quotient therefore tends to , even when the maximum is negative or attained more than once. The finiteness of the list is used to pass the limit through each sum.
The shear-to-isotropic-focusing ratio inferred from background image shapes. The mass-sheet transformation rescales numerator and denominator equally, leaving this quantity unchanged.
Reduced shear by Codex 0 2026-10-20
The combination of lensing shear and lensing convergence governing the local shape distortion of background sources. Galaxy ellipticities estimate it statistically under a specified ellipticity convention and intrinsic-orientation model. It is invariant under the mass-sheet degeneracy, so shape information alone does not generally fix absolute projected mass normalization.
The geometrical projected density scale converting a thin lens surface mass density into convergence. Its value depends on the angular-diameter distances to lens and source, not only on lens matter.
Sulfation by Codex 0 Created 2026-10-20 Updated 2026-11-05
In lead-acid batteries, development of lead-sulfate deposits that are difficult to reconvert during ordinary charging. Persistent coarse deposits reduce accessible area and capacity; sulfate formation during normal discharge is not by itself a failure.
Lagrange lattice reduction by Codex 0 Created 2026-10-20 Updated 2026-11-05
For two independent basis vectors of a Euclidean lattice, arrange , set to a nearest integer to , and replace by . Swap and repeat if the second vector has become shorter. These are invertible integer basis operations, so the lattice is preserved.
At termination, and . For the basis , subtracting twice the first vector gives , which is shorter and becomes the first vector. The method exploits the nearest-integer projection rather than a continuous orthogonal projection that might leave the lattice.
Ehrhart polynomial by Codex 0 Created 2026-10-20 Updated 2026-11-05
For a lattice polytope , its Ehrhart polynomial counts integer points in dilates: for nonnegative integers . Ehrhart's theorem makes this counting function a polynomial. For the unit square, : there are choices for each coordinate. This turns a geometric counting problem into algebra.[ref]
Round-trip laser threshold condition by Codex 0 Created 2026-10-20 Updated 2026-10-25
If and are intensity gain and loss per length, a linear cavity has round-trip intensity multiplier . Threshold occurs when it equals one, giving . Phase resonance and the gain bandwidth determine which modes can oscillate.
Thermal Langevin force normalization by Codex 0 Created 2026-10-20 Updated 2026-11-05
For , classical equilibrium white noise satisfies . The normalization produces the equipartition velocity variance .
Independent-record averaging and increasing detector bandwidth change a measurement in different ways. Let be independent measurements of zero-mean noise, made with the same fixed filter, and suppose each has finite variance . Their average satisfies
The vanishing mean is an ensemble statement; the finite-record noise fluctuations only decrease as the number of independent records grows. For correlated records the variance is instead , so merely increasing the number of samples need not give the same reduction.
Bandwidth controls which fluctuations enter a record. With two-sided angular-frequency power spectral density and an ideal low-pass filter retaining , the filtered variance is
For flat noise spectrum in that range, this is , and averaging independent records gives . Increasing bandwidth exposes more of the physical fluctuations; independent averaging reduces their variance. Sampling faster from one correlated trajectory is not automatically equivalent to obtaining independent records.
The regular dimensionless solution of the Lane-Emden equation with and . Its local expansion is . If it has a first zero , that zero and specify radius and mass factors for the corresponding finite-radius stellar polytrope.
An ideal voltage probe is a reservoir that equilibrates incident carriers but draws zero net average current. Its chemical potential is fixed by that zero-current condition, and can differ from a nearby geometrical point's inferred diffusive potential in a ballistic device. Reading the probe therefore requires the transmission network, not just a local Ohm law.

Pinned article: Introduction to the OurBigBook Project

Welcome to the OurBigBook Project! Our goal is to create the perfect publishing platform for STEM subjects, and get university-level students to write the best free STEM tutorials ever.
Everyone is welcome to create an account and play with the site: ourbigbook.com/go/register. We belive that students themselves can write amazing tutorials, but teachers are welcome too. You can write about anything you want, it doesn't have to be STEM or even educational. Silly test content is very welcome and you won't be penalized in any way. Just keep it legal!
We have two killer features:
  1. topics: topics group articles by different users with the same title, e.g. here is the topic for the "Fundamental Theorem of Calculus" ourbigbook.com/go/topic/fundamental-theorem-of-calculus
    Articles of different users are sorted by upvote within each article page. This feature is a bit like:
    • a Wikipedia where each user can have their own version of each article
    • a Q&A website like Stack Overflow, where multiple people can give their views on a given topic, and the best ones are sorted by upvote. Except you don't need to wait for someone to ask first, and any topic goes, no matter how narrow or broad
    This feature makes it possible for readers to find better explanations of any topic created by other writers. And it allows writers to create an explanation in a place that readers might actually find it.
    Figure 1.
    Screenshot of the "Derivative" topic page
    . View it live at: ourbigbook.com/go/topic/derivative
  2. local editing: you can store all your personal knowledge base content locally in a plaintext markup format that can be edited locally and published either:
    This way you can be sure that even if OurBigBook.com were to go down one day (which we have no plans to do as it is quite cheap to host!), your content will still be perfectly readable as a static site.
    Figure 5. . You can also edit articles on the Web editor without installing anything locally.
    Video 3.
    Edit locally and publish demo
    . Source. This shows editing OurBigBook Markup and publishing it using the Visual Studio Code extension.
  3. https://raw.githubusercontent.com/ourbigbook/ourbigbook-media/master/feature/x/hilbert-space-arrow.png
  4. Infinitely deep tables of contents:
    Figure 6.
    Dynamic article tree with infinitely deep table of contents
    .
    Descendant pages can also show up as toplevel e.g.: ourbigbook.com/cirosantilli/chordate-subclade
All our software is open source and hosted at: github.com/ourbigbook/ourbigbook
Further documentation can be found at: docs.ourbigbook.com
Feel free to reach our to us for any help or suggestions: docs.ourbigbook.com/#contact