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ODEFunc

Syntologyentry name in harvested coderead from the graph 2026-09-24

ODEFunc appears in the code Syntology harvested for 9 papers, as 9 distinct code bodies found in 9 places (a place is one code body under one paper). At least one of them ran in 5 of the papers; 1 of the code bodies carries a behaviour fingerprint.

What this page is not. Routines are grouped here by the exact string of their function or class name. Nothing asserts that two samples named ODEFunc do the same thing, share code, or are comparable; the name is a string, not an identity. Behaviour outputs (what a fingerprinted sample returned on the shared battery) are not in this export and are not shown here; the graph at syntology.ai holds them. "Ran" means executed on a synthesized fixture, not that the code is correct or reproduces a paper.

Samples Syntology

Syntology ran 5 of the 9 distinct code bodies named ODEFunc; 4 are unverified. One tile per status, in the site's fixed vocabulary, each code body counted once:

0ran · honoured contract
0ran · violated contract
0ran · our draft was wrong
0ran · fixture could not drive it
5ran
4unverified
1fingerprinted

Licence is a property of each copy, so it is counted per place: 3 of the 9 places are pointer only (Syntology does not serve that copy's text). This site shows no code text for any sample; every row below links to the file in its repository where the record names one.

“Ran” means the sample executed on a synthesized input; it does not mean the output is correct. “Honoured” and “violated” refer to a contract Syntology drafted from the code itself; “our draft was wrong” and “fixture could not drive it” are failures of Syntology's instrument, not of the code, and those samples did run. The ran count above is every status except unverified, the same rule as each paper page.

Papers

9 papers shown of 9, newest first; 9 places in the table. A paper with no recorded date is placed by the month its arXiv id encodes, shown in the Date column as YYYY-MM (from id). One row per place: a paper whose repository defines the name more than once appears more than once, and the same code body held for several papers appears once under each, with the same status. Titles and dates are the archive's archive 2025-07-28 for papers in the archive, and the graph's for 1 papers added by Syntology. Status and fingerprint are Syntology's record of each code body; licence is recorded for each place. The File cell ends with the code body's code_sha256, Syntology's identity for that exact code: an agent fetches the stored sample with Syntology's MCP tool get_code(code_sha256="…") (how to connect); click an identity to copy that call.

PaperDateFileStatus SyntologyLicence
AirDDE: Multifactor Neural Delay Differential Equations for Air Quality Forecasting added by Syntology 2026-03 (from id) w2obin/airdde-aaai/model.py c26d1045ebf58ff6 ran · metamorphic tier: deterministic no licence file found · pointer only
Physics-Informed Regularization for Domain-Agnostic Dynamical System Modeling 8 Oct 2024 wanjiaZhao1203/TREAT/lib/trsoden.py db629ae66a53ba66 ran · metamorphic tier: deterministic MIT (permissive)
AirPhyNet: Harnessing Physics-Guided Neural Networks for Air Quality Prediction 6 Feb 2024 kethmih/airphynet/airphynet_model.py f23d570660ddaa65 unverified MIT (permissive)
STDEN: Towards Physics-Guided Neural Networks for Traffic Flow Prediction 1 Sep 2022 echo-ji/stden/model/stden_model.py bace489fae3c657f unverified MIT (permissive)
Topology-Preserving Shape Reconstruction and Registration via Neural Diffeomorphic Flow 16 Mar 2022 siwensun/neural_diffeomorphic_flow--ndf/networks/deep_diffeomorphic_flow_template_decoder.py a02f2d68fe4c3470 ran no licence file found · pointer only
One-Shot Transfer Learning of Physics-Informed Neural Networks 21 Oct 2021 shaandesai1/TransferDE/coupled_oscillator_bundles.py 328b39d9047607b8 unverified MIT (permissive)
Beltrami Flow and Neural Diffusion on Graphs 18 Oct 2021 twitter-research/graph-neural-pde/src/CGNN.py a6b3f56dc6cacc47 ran · metamorphic tier: deterministic Apache-2.0 (permissive)
STRODE: Stochastic Boundary Ordinary Differential Equation 17 Jul 2021 Waffle-Liu/STRODE/rotatingMNIST/model.py 187b96c753458507 ran · metamorphic tier: invariant fingerprinted MIT (permissive)
Neural Ordinary Differential Equations 19 Jun 2018 UofTrees/ProjectX2020/mr_node/model/odefunc.py ca95388e3abbb9e0 unverified no licence file found · pointer only

This site shows no code text; each File cell links to the file on GitHub at the repository's current default branch, which may have changed since the harvest. "Pointer only" means Syntology does not serve that copy's text, for one of four reasons: no licence file was found; the licence was not identified; the licence is recorded as permissive but that copy's record is not marked cleared; or the licence is outside the permissive list Syntology serves text under (MIT, Apache-2.0, BSD and similar). Some licences outside that list permit redistribution, such as WTFPL, and GPL-3.0 under its conditions; they are simply not on the list. Hover a licence cell for the reason. Per-sample records for a paper are on its paper page under "Code Syntology ran".

Report a problem or propose a change · a person checks every report against the paper or source before anything changes; decisions are listed on /corrections