Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-11T13:37:31.814966Z
Paper Citation Record · LEDGER
A simple DNN regression for the chemical composition in essential oil
As of 16 August 2026, this Paper Citation Record lists 20 of 20 outbound references and 0 inbound Pith citation observations for arXiv:2412.12936.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-16T06:30:59.297886+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
Reference resolution
20 of 20 outbound references displayed
- verified exact0
- verified fuzzy12
- unresolved8
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation cdf55fd2-23c0-4569-bc5b-d8b82a53eb9b · outbound
This paper cites Predicting human olfactory perception from chemical features of odor molecules.
A simple DNN regression for the chemical composition in essential oil Predicting human olfactory perception from chemical features of odor molecules
Reference 1
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T13:37:31.715985Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 00af80d8-fa6d-4dd8-ab91-092faaadd818 · outbound
This paper cites Qsar-based virtual screening: advances and applications in drug discovery.
A simple DNN regression for the chemical composition in essential oil Qsar-based virtual screening: advances and applications in drug discovery
Reference 2
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T13:37:32.142970Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 19476d98-acde-4c5b-a74f-45b1550394c0 · outbound
This paper cites A Sensitivity Analysis of (and Practitioners' Guide to) Convolutional Neural Networks for Sentence Classification.
A simple DNN regression for the chemical composition in essential oil A Sensitivity Analysis of (and Practitioners' Guide to) Convolutional Neural Networks for Sentence Classification
Reference 3
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T13:37:31.727579Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation daac7535-98c7-44b4-857d-41af346f59d2 · outbound
This paper cites Semi-Supervised Classification with Graph Convolutional Networks.
A simple DNN regression for the chemical composition in essential oil Semi-Supervised Classification with Graph Convolutional Networks
Reference 4
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T13:37:31.733177Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8be01818-aecf-4016-928b-02b6c6fb03e1 · outbound
This paper cites https://github.com/pyg-team/pytorch_geometric/blob/master/ torch_geometric/nn/conv/gcn_conv.py.
A simple DNN regression for the chemical composition in essential oil https://github.com/pyg-team/pytorch_geometric/blob/master/ torch_geometric/nn/conv/gcn_conv.py
Reference 5
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T13:37:32.125983Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 04c3a2d7-14b4-4311-8432-8eb3715e4893 · outbound
This paper cites Graph Attention Networks.
A simple DNN regression for the chemical composition in essential oil Graph Attention Networks
Reference 6
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T13:37:31.745010Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 027ecf58-c13e-4f29-8161-5908859e5bbc · outbound
This paper cites https://github.com/pyg-team/pytorch_geometric/blob/master/torch_ geometric/nn/conv/gat_conv.py.
A simple DNN regression for the chemical composition in essential oil https://github.com/pyg-team/pytorch_geometric/blob/master/torch_ geometric/nn/conv/gat_conv.py
Reference 7
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T13:37:32.107919Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 06cf9893-134c-45a4-a129-aaf7f1d7ddb4 · outbound
This paper cites Superscent—a database of flavors and scents.
A simple DNN regression for the chemical composition in essential oil Superscent—a database of flavors and scents
Reference 8
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T13:37:32.092084Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation ba309450-e14a-464b-a98a-f39400322b69 · outbound
This paper cites Plant volatile-mediated signalling and its application in agriculture: successes and challenges.
A simple DNN regression for the chemical composition in essential oil Plant volatile-mediated signalling and its application in agriculture: successes and challenges
Reference 9
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T13:37:32.075785Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation b15b71a9-235f-40d1-af2c-8e8be3c84ad4 · outbound
This paper cites Aromadb: a database of medicinal and aromatic plant’s aroma molecules with phytochemistry and therapeutic potentials.
A simple DNN regression for the chemical composition in essential oil Aromadb: a database of medicinal and aromatic plant’s aroma molecules with phytochemistry and therapeutic potentials
Reference 10
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T13:37:32.059986Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 46baaa73-898a-4853-816f-c3054748a01b · outbound
This paper cites Reoptimization of mdl keys for use in drug discovery.
A simple DNN regression for the chemical composition in essential oil Reoptimization of mdl keys for use in drug discovery
Reference 11
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T13:37:32.043478Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation c8880757-4ba8-40d9-96f5-4620f95fe5cd · outbound
This paper cites Extended-connectivity fingerprints.
A simple DNN regression for the chemical composition in essential oil Extended-connectivity fingerprints
Reference 12
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T13:37:31.775623Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ae14e19f-9f89-4aab-89fa-f3ea0b4aed2f · outbound
This paper cites Qsar- how good is it in practice? comparison of descriptor sets on an unbiased cross section of corporate data sets.
A simple DNN regression for the chemical composition in essential oil Qsar- how good is it in practice? comparison of descriptor sets on an unbiased cross section of corporate data sets
Reference 13
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T13:37:32.015976Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 5efc03d6-ca33-4036-abc8-d754efe9772b · outbound
This paper cites https://www.rdkit.org.
A simple DNN regression for the chemical composition in essential oil https://www.rdkit.org
Reference 14
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T13:37:31.786165Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5c7c3d1e-738b-477d-a46a-b2b9b9347456 · outbound
This paper cites Olfactory Label Prediction on Aroma-Chemical Pairs.
A simple DNN regression for the chemical composition in essential oil Olfactory Label Prediction on Aroma-Chemical Pairs
Reference 15
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T13:37:31.790908Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9b6845fd-65ec-462a-8bfe-3117c1def992 · outbound
This paper cites an unresolved cited work.
A simple DNN regression for the chemical composition in essential oil Unresolved cited work
Reference 16
- Resolution
- unresolved
- raw_fallback, observed 2026-08-11T13:37:31.987582Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 9d168fb0-cb05-4375-9df2-4d61d9958815 · outbound
This paper cites Pyrfume: A window to the world’s olfactory data.
A simple DNN regression for the chemical composition in essential oil Pyrfume: A window to the world’s olfactory data
Reference 17
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T13:37:31.971759Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 67d62551-8352-4f96-80ee-b80b5f351e52 · outbound
This paper cites https://github.com/pyrfume.
A simple DNN regression for the chemical composition in essential oil https://github.com/pyrfume
Reference 18
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T13:37:31.954748Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 926942f0-1014-4e86-9711-bf6d3047f4a9 · outbound
This paper cites Plants of the World Online, 2024.
A simple DNN regression for the chemical composition in essential oil Plants of the World Online, 2024
Reference 19
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T13:37:31.937666Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation bfc7fbbf-c8b6-477f-9d95-65abb174c1d6 · outbound
This paper cites https://github.com/yhua0917/ChemicalCompositionRegression/, 2024.
A simple DNN regression for the chemical composition in essential oil https://github.com/yhua0917/ChemicalCompositionRegression/, 2024
Reference 20
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T13:37:31.920620Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Pith citing papers
No inbound Pith citation observations are available.