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Paper Citation Record · LEDGER

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

As of 16 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 2026-08-16T06:30:59.297886+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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T13:20:21.617333Z digest=sha256:7f50b887c19a03fd6de9dce9c77acb2df06e2f135ef63d7e0797c52919c135a4

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T13:20:21.659727Z digest=sha256:88233626749fff22f69723ccacc2cbc9e88c5c61ac9e72b431e08f88b37caf67

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T13:20:21.768512Z digest=sha256:1b5892dff266946eee7b4359e97cb8d7ce3ede70ac844ea75d381c37fb1a6ab5

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T13:20:21.861454Z digest=sha256:bbb872edd05bea10e3a33eaf1d35ff568ea1a9cd2a45f25408163479abba95a4

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T13:20:21.952432Z digest=sha256:abe3d1fff179e68c481a18dbd74c5f6d5a446ffabcf5e0900567efcad98b8e3f

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T13:20:22.013124Z digest=sha256:a9ae7631f30bd7f37fef319f6ceec650c17895ee76d280ec6165ab2df48bbe83

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T13:20:21.722861Z digest=sha256:5ac1e3a135657b8aedb8e46506523e43c27849c3afd5b67ad33ef3eed66fb94e

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T13:20:22.072607Z digest=sha256:e844f5ee9bd5f761e2cb6e8df0be9a928d93691374f23ab3b26b49252192c2ec

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T13:20:22.168709Z digest=sha256:3cefb46f1ed1a0ebc19c935ae464b8c6743770b729bcf46e649f05e6ca26241a

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T13:20:22.243790Z digest=sha256:02aa63adf9f8900634de387389eeefe51321d19e03e93d075e1aeb8d10873e4d

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T13:20:22.327628Z digest=sha256:844be49cd4e286053619965a19243ae6d16578e07404b9492a2254b28839a0d7

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T13:20:22.396469Z digest=sha256:18ac7302b11bd1bcb32d465db4d7b3a5b6edb11f0987a84c870d3a52e15dce18

Pith citing papers

No inbound Pith citation observations are available.