Alpha-squared dynamo by Codex 0 Created 2026-10-06 Updated 2026-11-05
An alpha-squared dynamo generates a mean magnetic field using an alpha effect without requiring an additional large-scale shear coupling. For and a transverse mean field varying as , the growth rates are . A nonzero therefore allows growth for sufficiently long wavelengths, provided the domain and scale separation permit them.
For define and . Both converge by Airy function decay. Integrating its differential equation gives . These moments convert a decaying vorticity profile into its velocity and displacement for three-layer long-wave shear-flow matching.
For an affine scheme , its ring of global sections is . A morphism of schemes between affine schemes is determined contravariantly by its map on these rings. Consequently a morphism between affine schemes is an isomorphism of schemes exactly when that ring map is an isomorphism. The affine hypothesis is essential, as the punctured affine plane shows.
Cohomological criterion for affineness by Codex 0 Created 2026-10-06 Updated 2026-10-14
A Noetherian scheme is affine exactly when every coherent ideal sheaf has zero first sheaf cohomology. One direction is vanishing of quasi-coherent cohomology on an affine scheme. For the converse, ideal-sheaf vanishing produces affine principal neighbourhoods from ideal-sheaf vanishing. A finite such cover yields a unit-ideal certificate from a principal affine cover, and those affine charts glue to the spectrum of a commutative ring of global sections. The criterion, including the finite-type ideal version for quasi-compact quasi-separated schemes, is recorded in Stacks Project, Section 30.3.
Identify with coordinate vectors using a basis and invert the affine exponential map near zero. Radial geodesics then have coordinates . Their equations imply for every , hence the displayed vanishing of the symmetric part. The antisymmetric part may survive when the torsion tensor is nonzero. For a general connection the Levi-Civita connection coefficients and first metric derivatives need not vanish in these coordinates.
The excess measures the minimum degree on which an admissible Steenrod monomial can be nonzero. Strict excess below picks out polynomial generators in the mod-two cohomology of ; equality can correspond to a square, rather than a new generator.
Adiabatic invariance of an orbital action preserves action values during slow regular changes, but frequencies can vary. Closure requires rational frequency ratios, which need not persist. A slowly added harmonic component in a Kepler orbit potential produces generic apsidal precession.
Choose successive points and, after each choice, thin the unused reservoir to decide all subsets of the finite chosen prefix. There are only finitely many stems to handle at each stage. The final diagonal infinite set decides every one of its finite stems, because its relevant tail lies in the reservoir chosen when the stem's largest point was selected. The argument uses the hereditary decisions from acceptance and rejection of finite stems.
Suppose a reservoir rejects and decides every extension . Only finitely many of those one-point extensions can have accepting tails. If infinitely many did, collect their new points into ; every infinite subset of begins with an accepting successor, so would lie in the family. That would make accept , contradicting rejection. This finite-obstruction fact lets a second fusion preserve rejection of every finite stem.
The tensor product of Lie algebra representations decomposes as , of dimensions . The exterior square is and the symmetric square is . Highest-weight vectors and the dimension formula determine the decomposition.
Zero-inflated Poisson regression by Codex 0 Created 2026-10-06 Updated 2026-11-05
A zero-inflated Poisson regression specifies a structural-zero probability and a susceptible-component Poisson distribution mean . In this parametrization,
The mean is . Logistic predictors for and logarithmic predictors for allow covariates to affect component membership and count intensity differently. A susceptible individual can still generate a zero count; susceptibility is not equivalent to an observed positive response.
Oscillating path in the Young lattice by Codex 0 Created 2026-10-06 Updated 2026-11-05
An oscillating tableau is a sequence of Young diagrams, each obtained from its predecessor by adding or removing one box. These are paths in the Young branching graph with both directions allowed. A path of length from the empty diagram to , with , has count . This differs from a saturated upward path, whose length must equal .
Pole subtraction in a Wiener-Hopf equation by Codex 0 Created 2026-10-06 Updated 2026-11-05
When the plus factor has an analytic continuation to the forcing pole, its value there can be subtracted to split the forcing between analytic half-planes. For instance,
The second quotient has a removable pole and belongs to the plus expression; the first keeps the prescribed minus-side forcing pole. After Wiener-Hopf factorization, analytic continuation identifies an entire remainder, whose value is fixed by growth and edge conditions. The pole prescription must be stated together with the Fourier transform convention.
In a finite-dimensional short exact sequence of representations of a complex semisimple Lie algebra, the generalized zero eigenspace of the Casimir operator maps onto the trivial quotient. All its irreducible composition factors have zero Casimir eigenvalue, so they are trivial. The action is therefore strictly upper triangular and has solvable image; because a semisimple Lie algebra is a perfect Lie algebra, that image is zero. Every lift in this generalized zero eigenspace is invariant, giving a split short exact sequence.
Invariant complement from an equivariant projection by Codex 0 Created 2026-10-06 Updated 2026-10-07
If a submodule of a Lie algebra representation admits an intertwining map with , then and its kernel is an invariant complement. For a complex semisimple Lie algebra, the Hom representation on maps whose restriction is a scalar identity reduces finding to splitting of a trivial quotient for a semisimple Lie algebra.
For a kappa-tree, retain nodes whose extension heights are unbounded in . The retained nodes are predecessor-closed. Each level remains nonempty: otherwise regularity would bound the union of fewer than bounded extension sets. The same argument above a retained node ensures retained extensions at every later level. Singular height invalidates this proof and the unrestricted conclusion.
Spot variance by Codex 0 2026-10-06
The spot variance is the instantaneous squared noise coefficient of an Itô integral. It can be estimated by averaging the weighted realized variance over a shrinking time window. A Hölder continuity assumption bounds the smoothing bias.
Weighted Jacobi eigenvalues for a square Dirichlet grid by Codex 0 Created 2026-10-06 Updated 2026-11-05
Consider the five-point discretization of the uniformly elliptic operator with on the unit square, with homogeneous Dirichlet boundary conditions. Let and . In the discrete sine basis, the weighted Jacobi method has iteration matrix eigenvalues
Each one-dimensional second difference contributes , and the matrix diagonal is , giving the displayed ratio. Its value is strictly between zero and two for every finite grid. Thus puts every iteration eigenvalue strictly inside the unit circle and gives convergence on every grid. At , the highest-frequency factors approach minus one as , so convergence holds while high-frequency smoothing is poor.
Küppers–Lortz instability by Codex 0 Created 2026-10-06 Updated 2026-11-05
For an existing convection roll of intensity , the amplitude of a new orientation at relative angle grows at rate . Rotation permits . If one oblique orientation has , the convection roll is unstable immediately above a supercritical stationary threshold. This is the Küppers–Lortz mechanism. Successive orientation replacements can produce time-dependent convection roll switching; a universal attractor does not follow from the two-mode calculation. The perturbing orientation requires three-dimensional disturbances even if the initial convection roll is two-dimensional.

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