References and external manuals
OneFLOW numerical docs cite sources when a formula is standard CFD theory or when an external manual clarifies design choices. Citations are not required for every algebraic rewrite of an already-locked pure API.
When to cite
Classic closed-form laws (Sutherland, ideal-gas relations, Roe averages).
Named schemes (Roe, AUSM, Harten entropy fix) and parameter defaults.
Spectral-radius / CFL estimates that match textbook presentations.
Optional comparison notes to open manuals (OpenFOAM, SU2, Code_Saturne) when explaining why a pure contract is shaped a certain way.
How to cite
Prefer a short References subsection at the end of the relevant
doc/source/numerical/*.rstpage (author, title, edition/year).Public URLs are welcome for open guides; avoid pasting long copyrighted excerpts.
Closed commercial theory manuals may be named at a high level when the team already relies on them; do not reproduce proprietary text.
Code
@doc-*tags stay formula-local; bibliography lives in Sphinx.
Living list (seed)
Blazek, J. Computational Fluid Dynamics: Principles and Applications.
Toro, E. F. Riemann Solvers and Numerical Methods for Fluid Dynamics.
Roe, P. L. Approximate Riemann solvers (J. Comput. Phys.).
Liou, M.-S. AUSM-family schemes.
OpenFOAM User Guide / Programmer’s Guide (open).
SU2 documentation (open).
This page is a seed; extend it when a pure-API doc needs a durable citation.
Self-evolving documentation loop
The numerical subsystem is meant to evolve as a closed loop:
Pure contract in
*Policy.h(@doc-*tags, formulas).gtest locks the same expressions (no shadow arithmetic).
Sphinx page states the algorithm, pipeline role, and short refs.
Wiring replaces hand-rolled copies in solvers (flux, LUSGS, CFL).
External manuals (open or internal) enter at step 3 as anchors, not as paste. When a new pure API is extracted, prefer adding one citation if the formula is named in the literature; otherwise link the sibling policy page.
Spalart, P. R. and Allmaras, S. R. A one-equation turbulence model for aerodynamic flows.
NASA Turbulence Modeling Resource (https://turbmodels.larc.nasa.gov/).