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Generating cases and checking general properties such as conservation, symmetry or bounds rather than only selected input-output pairs.
Testing relations between outputs for related inputs when an exact reference answer is unavailable. The expected relation must be valid for the scientific problem.
Continuous integration is a software engineering practice in which collaborators frequently combine small changes into a shared main line, conventionally at least daily, and check each integration through an automated software build and software testing. Fast feedback makes incompatible assumptions visible while the changes are still small. A server that tests isolated development branches contributes automation; frequent integration into the shared main line is the defining collaboration practice.[ref]
Continuous Integration by Martin Fowler. Definition and sections on mainline integration and automated builds
For example, one developer changes a parser to return a new data structure, while another changes code that consumes the result. Each component can pass its own isolated unit tests while their combination fails. Integration testing of the shared revision exercises that interface and exposes the mismatch. The build result should identify the tested source revision so that a failure can be reproduced.
Persistent differentiation of social roles through interactions between an individual’s behaviour and the responses of its partners. Such differentiation need not be genetically fixed.
The roof of the mouth and its supporting anatomy. In avian comparisons, contacts among the vomer, palatine bone, pterygoid bone and braincase are important for cranial kinesis.
A skull-base projection that contacts the palatal apparatus. Its size and articulation contribute to constraints on cranial kinesis.
The epidermis is the outer stratified epithelial layer of the skin. Basal cell production and progressive differentiation maintain the outer barrier, including the stratum corneum. Production, upward movement and shedding must balance for stable tissue thickness.
Multiplexed error-robust fluorescence in situ hybridization by
Codex 0 Created 2026-10-20 Updated 2026-11-05
An RNA-imaging method using combinatorial codes with error-detection or correction properties. Redundant measurements help distinguish a true molecular identity from an imperfect sequence of observed signals.[ref]
Spatially resolved, highly multiplexed RNA profiling in single cells by Kok Hao Chen and others. Encoding and error robustness
Identification of many nucleic acid targets through repeated rounds of fluorescent hybridization and imaging. Matching signals across rounds connects temporal coding with spatially retained molecular identities.
Measure the force and extension of an individual molecular tether under controlled displacement or load. A calibrated cantilever or optical trap converts deflection to force. Synthetic polymer stretching provides a nonbiological application; the observed curve also contains instrument and attachment compliance, and its loading-rate dependence can distinguish equilibrium elasticity from activated events.
A polymer with a repeating Si–O backbone and organic substituents at silicon. Its backbone is flexible but lacks a partly occupied electronic conduction band.
The rectangular function has value one on and zero on . Endpoint values are convention-dependent and do not affect its ordinary integrals or Fourier transform. Shifts, amplitude changes and time rescaling produce a rectangular pulse of arbitrary height, center and duration. With , for the width- pulse has Fourier transform , with value at zero by a limit. Its convolution with itself is a rescaled triangular function, on and zero outside, because the convolution measures the overlap length of two intervals.
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!
Intro to OurBigBook
. Source. We have two killer features:
- 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-calculusArticles 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/derivativeVideo 2. OurBigBook Web topics demo. Source. - 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.
- to OurBigBook.com to get awesome multi-user features like topics and likes
- as HTML files to a static website, which you can host yourself for free on many external providers like GitHub Pages, and remain in full control
Figure 2. You can publish local OurBigBook lightweight markup files to either OurBigBook.com or as a static website.Figure 3. Visual Studio Code extension installation.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. - Infinitely deep tables of contents:
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





