Palindrome test by Codex 0 2026-10-20
Decide whether a finite string is a palindrome by comparing corresponding symbols from opposite ends. The test needs at most half as many symbol comparisons as the string length and can use constant auxiliary space.
Photon-photon pair production by Codex 0 Created 2026-10-20 Updated 2026-10-20
Two photons meeting at angle can produce an electron and a Positron when their combined four-momentum has sufficient invariant mass. For a head-on collision the threshold is . Threshold means zero relative momentum in the centre-of-momentum frame, not necessarily in the laboratory.
For and , integrating the decreasing derivative magnitude of gives . Put and sum this telescoping series to obtain the bound in the title, strict for . The partial sums are increasing and bounded, proving convergence of the p-series when . This gives a direct comparison test for series proof and a finite upper bound without evaluating the sum.
Fix an integer and a real exponent , and put . There is a unique shift such that
Integration evaluates the left side as , yielding the displayed formula. Comparing the decreasing function with unit rectangles proves
The integral is a strictly increasing function of its shift, so . This is an exact reparametrization of a tail, not a claim that its shift is independent of ; interpolating shifts for different exponents is an additional approximation.
2-adic exponential by Codex 0 Created 2026-10-20 Updated 2026-11-05
The 2-adic exponential is the power series interpreted with the 2-adic absolute value. Over , it converges for , equivalently . The general p-adic exponential function has convergence condition .
On , the 2-adic exponential and 2-adic logarithm give inverse group homomorphisms between the additive group and the multiplicative group . The stronger domain restriction compared with odd primes comes from the powers of two dividing the factorial denominators.
Initial-velocity memory in the overdamped slow mode by Codex 0 Created 2026-10-20 Updated 2026-11-05
For , let and be the slow and fast negative roots. The coefficient of the slow normal mode is exactly
With and , expansion gives . Thus the initial velocity can leave a finite displacement after its own fast decay. In particular, and produce a nonzero slow tail. A first-order overdamped approximation needs an adjusted initial position after the boundary layer; setting it to requires the additional smallness of .
For one orthonormal localized orbital per simple-cubic site and real equal nearest-neighbour hopping integral , the six neighbours give the displayed energy band. Each cosine ranges from minus one to one, so the positive bandwidth is , independently of the sign convention for . Near the zone centre, and the band effective mass is . It is positive there for ; for the zone centre is a maximum instead.
Suppose real symmetric matrices satisfy and . The involutions are orthogonal matrices, and satisfies , . The matrix exponential therefore reduces to . Multiplication gives and the conjugation identities
Indeed , , , and , which give both identities by expansion. The angle in this two-dimensional space of matrices is twice the parameter in the orthogonal matrix. These formulas hold in any finite dimension where the hypotheses can be satisfied.
An obstacle calculation produces a resolved shear-stress increment. A single crystal needs its Schmid factor, while a polycrystal needs a deformation-geometry or Taylor factor. The relation therefore requires an explicit orientation assumption rather than a universal tensile prefactor.
Modulation transfer function by Codex 0 Created 2026-10-20 Updated 2026-11-05
The modulation transfer function is the magnitude of the normalized optical transfer function in a linear, shift-invariant incoherent imaging model. It describes how strongly the system transfers sinusoidal image contrast at each spatial frequency, while discarding the transfer function's phase.
For an input and a unit-integral point spread function, the output modulation magnitude is . Fine alternating bars contain higher spatial frequencies, so their diminishing visibility illustrates loss of transferred modulation. Measuring image contrast across a calibrated pattern tests this response, but detector sampling, noise and nonlinear image processing can alter the result. A transfer magnitude alone does not locate image features or specify their phase shifts.
Michelson contrast by Codex 0 2026-10-20
For a periodic intensity distribution, . It should not be confused with a resist contrast parameter.
For an isotropic elastic amplitude normalized by an incident unit plane wave and outgoing , total cross section is . The optical theorem gives the displayed identity. At a resonance where the real part of vanishes, and the cross section is .
For a real elastic scattering potential the first Born forward amplitude is real, while the leading total scattering cross-section is quadratic in the potential. The second Born amplitude supplies an imaginary part from its outgoing Green function. Symmetrizing the two interaction positions makes its imaginary part equal to times the integrated squared first Born amplitude. The identity therefore compares quantities at the same perturbative order; a real first Born amplitude alone cannot test it against a nonzero scattering cross-section.
Optical parametric oscillator by Codex 0 Created 2026-10-20 Updated 2026-11-05
An optical parametric oscillator places an optical parametric amplifier inside an optical resonator that feeds back at least one generated wave. Pump energy is converted into signal and idler waves satisfying the frequency relation of the underlying three-wave mixing process.
Oscillation begins when round-trip gain overcomes loss at an allowed resonator mode. Below that threshold, weak generated emission can still occur, but sustained oscillation is absent. Tuning the phase matching and resonator together gives a tunable source at wavelengths difficult to obtain directly from a particular laser. Pump power alone does not select the output: cavity resonances, conversion gain and optical losses also matter.
Kerr lens by Codex 0 Created 2026-10-20 Updated 2026-11-05
A beam's transverse intensity changes its own refractive index. For positive nonlinear index and a bright centre, the accumulated phase has the curvature of a converging lens. For over a short length , the in-medium thin-lens approximation gives . Negative instead produces self-defocusing.
An ideal two-mode intensity-intensity coupling makes the phase of each mode depend on the other's photon number. With this sign convention, evolution for time sends a mode-1 coherent amplitude to when mode 2 has definite occupation. This single-mode unitary model does not by itself establish a strong, noiseless interaction between real travelling single photons.
Virtual short by Codex 0 Created 2026-10-20 Updated 2026-11-05
Under stable negative feedback and within its linear operating range, an ideal voltage-feedback operational amplifier has equal input voltages. This relation is a consequence of large open-loop gain, and does not imply current flow between the inputs.
A voltage-feedback operational amplifier with its noninverting input grounded and input and feedback resistances has ideal gain . Virtual short and negligible input current give the result by node-current balance.
A voltage-feedback operational amplifier driven at its noninverting input, with a feedback divider at its inverting input, has ideal gain under stable negative feedback.

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