Paper Citation Record · LEDGER

CheMLFlow: An Open-Source Platform for Cheminformatics and Materials Informatics Applications

As of 14 August 2026, this Paper Citation Record lists 12 of 12 outbound references and 0 inbound Pith citation observations for arXiv:2608.04942.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2608.04942 v1

Coverage vector

measured 12 of 12 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T13:20:22.396469Z

measured 12 of 12 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-14T06:32:32.682623+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: cited_works

Reference resolution

12 of 12 outbound references displayed

verified exact0
verified fuzzy7
unresolved4
parse uncertain0
malformed identifier0
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 403992a4-089d-4d53-b663-67d72672cddd · outbound

This paper cites an unresolved cited work.

CheMLFlow: An Open-Source Platform for Cheminformatics and Materials Informatics Applications Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-06T13:20:24.358314Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 42d0348d-565c-472d-8152-c998bbd9edb9 · outbound

This paper cites an unresolved cited work.

CheMLFlow: An Open-Source Platform for Cheminformatics and Materials Informatics Applications Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-06T13:20:24.186842Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 7ad93d9c-7cab-465a-89ff-3d056b3691a9 · outbound

This paper cites an unresolved cited work.

CheMLFlow: An Open-Source Platform for Cheminformatics and Materials Informatics Applications Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-06T13:20:23.841394Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 710428f6-138a-4d7a-8637-f2ae045da2a6 · outbound

This paper cites This work demonstrated CheMLFlow as a chemistry aware, agent-assisted ML/AI workflow development and experimentation platform.

CheMLFlow: An Open-Source Platform for Cheminformatics and Materials Informatics Applications This work demonstrated CheMLFlow as a chemistry aware, agent-assisted ML/AI workflow development and experimentation platform

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T13:20:23.693996Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation c58e857e-3cf8-4603-9a19-957107aeb641 · outbound

This paper cites an unresolved cited work.

CheMLFlow: An Open-Source Platform for Cheminformatics and Materials Informatics Applications Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-06T13:20:23.580428Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation c3edebbf-8ebe-4c4a-80ec-d31f19deb603 · outbound

This paper cites developed the original idea.

CheMLFlow: An Open-Source Platform for Cheminformatics and Materials Informatics Applications developed the original idea

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T13:20:23.467749Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation e85ba8bd-1211-4610-a93b-c39a1f5526c6 · outbound

This paper cites Figure 2.

CheMLFlow: An Open-Source Platform for Cheminformatics and Materials Informatics Applications Figure 2

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T13:20:23.984524Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 8a6ecbaa-bf26-4acb-9321-c317328c82df · outbound

This paper cites We are grateful for the computational support from the Institute for Cyber-Enabled Research (ICER) at the Michigan State University.

CheMLFlow: An Open-Source Platform for Cheminformatics and Materials Informatics Applications We are grateful for the computational support from the Institute for Cyber-Enabled Research (ICER) at the Michigan State University

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T13:20:23.369081Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation a026bb10-6284-487b-85b4-06bff4debcea · outbound

This paper cites Mendoza-Cortes: https://orcid.org/0000-0001-5184-1406 Nijamudheen Abdulrahiman: https://orcid.org/0000-0001-9191-1851.

CheMLFlow: An Open-Source Platform for Cheminformatics and Materials Informatics Applications Mendoza-Cortes: https://orcid.org/0000-0001-5184-1406 Nijamudheen Abdulrahiman: https://orcid.org/0000-0001-9191-1851

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T13:20:23.201646Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation da15ab88-7c54-436b-adfd-cc09fbb5d726 · outbound

This paper cites Mendoza-Cortes: jmendoza@msu.edu Nijamudheen Abdulrahiman: apchnijam@gmail.com, nijam@kernfieldlabs.com 26.

CheMLFlow: An Open-Source Platform for Cheminformatics and Materials Informatics Applications Mendoza-Cortes: jmendoza@msu.edu Nijamudheen Abdulrahiman: apchnijam@gmail.com, nijam@kernfieldlabs.com 26

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T13:20:22.963011Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 90924e42-f78b-4a50-b098-fb4fb7b9bec1 · outbound

This paper cites an unresolved cited work.

CheMLFlow: An Open-Source Platform for Cheminformatics and Materials Informatics Applications Unresolved cited work

Reference 12

Resolution: metadata mismatch; raw_fallback, observed 2026-08-06T13:20:22.722577Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 530759e3-5bc2-4482-8763-c25fcb2772eb · outbound

This paper cites The model architecture is shown in Figure S1.

CheMLFlow: An Open-Source Platform for Cheminformatics and Materials Informatics Applications The model architecture is shown in Figure S1

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T13:20:22.851680Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Pith citing papers

No inbound Pith citation observations are available.