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Paper Citation Record · LEDGER

Novel Knowledge-Guided Generative Methods for Synthetic Transcriptomic Data

As of 15 August 2026, this Paper Citation Record lists 13 of 13 outbound references and 0 inbound Pith citation observations for arXiv:2608.13256.

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

pith.paper-citation-record.v1
2608.13256 v1

Coverage vector

measured 13 of 13 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-14T15:19:18.437934Z

measured 13 of 13 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-15T06:32:42.880941+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

13 of 13 outbound references displayed

  • verified exact0
  • verified fuzzy9
  • unresolved2
  • parse uncertain0
  • malformed identifier1
  • metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation a78c8034-0850-4c14-ac5e-e4019f2958fb · outbound

This paper cites Wasserstein GAN.

Novel Knowledge-Guided Generative Methods for Synthetic Transcriptomic Data Wasserstein GAN

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-14T15:19:18.371171Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T15:19:18.371171Z digest=sha256:192439511cd3d56e9a984cc0956a39d0d4f45aefe048f1e43384a968933ad65d

Observation f1461bb2-e6a3-400f-87a0-9ecc69a9cca0 · outbound

This paper cites Nature Reviews Bioengineering pp.

Novel Knowledge-Guided Generative Methods for Synthetic Transcriptomic Data Nature Reviews Bioengineering pp

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T15:19:18.687429Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-14T15:19:18.377992Z digest=sha256:4e81513607b4b629c5fe47d920427c4cd6ed9f5ce76822e674535a00d0059823

Observation cd7f43c6-08be-4302-8c63-e6479157b9e7 · outbound

This paper cites Nature583(7818), 452–460 (2020).

Novel Knowledge-Guided Generative Methods for Synthetic Transcriptomic Data Nature583(7818), 452–460 (2020)

Reference 3

Resolution
malformed identifier
raw_fallback, observed 2026-08-14T15:19:18.672290Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-14T15:19:18.383701Z digest=sha256:c6a8fb46ab8520775172c95c6705002182fb0ce80bc79644a590e2fd863182f6

Observation 3e103ee7-664d-45d6-aaba-7db0efe1f948 · outbound

This paper cites Advances in neural information processing systems30 (2017) 14 F.P.

Novel Knowledge-Guided Generative Methods for Synthetic Transcriptomic Data Advances in neural information processing systems30 (2017) 14 F.P

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T15:19:18.656111Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-14T15:19:18.388835Z digest=sha256:449764b6c1eca18adc993aec1bfc609ad94f97b0bcac9b5d09493f52097fe7e9

Observation d2b805ec-edb4-4524-bea7-1f229575f79f · outbound

This paper cites In: Advances in Neural Information Processing Systems.

Novel Knowledge-Guided Generative Methods for Synthetic Transcriptomic Data In: Advances in Neural Information Processing Systems

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T15:19:18.639458Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-14T15:19:18.394577Z digest=sha256:7d9529fde4661ee81a5bd7dec79b3056823c03523f96bb78a1db81cc498e53fb

Observation 31b0fc28-8dbf-4a93-9e99-aafa4e9e9deb · outbound

This paper cites Bioinformatics39(Supplement_1), i111–i120 (2023).

Novel Knowledge-Guided Generative Methods for Synthetic Transcriptomic Data Bioinformatics39(Supplement_1), i111–i120 (2023)

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T15:19:18.622760Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-14T15:19:18.400254Z digest=sha256:08d34904cd12f3bdc33a68571b60c741b2223325a23985b2715816ee62286455

Observation 19c596ee-8ac4-4b01-b038-997e6cc17cd3 · outbound

This paper cites In: The Eleventh Interna- tional Conference on Learning Representations (2023).

Novel Knowledge-Guided Generative Methods for Synthetic Transcriptomic Data In: The Eleventh Interna- tional Conference on Learning Representations (2023)

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T15:19:18.603600Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-14T15:19:18.406122Z digest=sha256:a6835a3aa200cce4bd62dccf06bffdd27cb3b3aaa3b0d95853e8e14211582b49

Observation 564ca6f4-15da-49b9-8873-68941b6cfbc3 · outbound

This paper cites Nature455(7216), 1061–1068 (2008).

Novel Knowledge-Guided Generative Methods for Synthetic Transcriptomic Data Nature455(7216), 1061–1068 (2008)

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-14T15:19:18.411450Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T15:19:18.411450Z digest=sha256:382abe69e6de491e4159c8da05f0f025acf477a499500f5eaf6d9c6daf01cfac

Observation 663f67bf-aa8b-4811-8bdf-17b8a6ce44fa · outbound

This paper cites Knowledge-Guided 3D CT Generation: A Conditioning-Centric Taxonomy.

Novel Knowledge-Guided Generative Methods for Synthetic Transcriptomic Data Knowledge-Guided 3D CT Generation: A Conditioning-Centric Taxonomy

Reference 9

Resolution
metadata mismatch
local_arxiv, observed 2026-08-14T15:19:18.500903Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-14T15:19:18.416494Z digest=sha256:9e7d9c80b7f0b50a9cb9a668e3c46f6e70d166b7d5a68c05aa148cc0b0559f98

Observation 711cdbda-9994-4ddb-8941-4bc4f77e7063 · outbound

This paper cites Bioengineering12(6), 658 (2025).

Novel Knowledge-Guided Generative Methods for Synthetic Transcriptomic Data Bioengineering12(6), 658 (2025)

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T15:19:18.587142Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-14T15:19:18.422241Z digest=sha256:268828edcebbc62ae993c265cff26dad76dd486beecb79c597f68f96fff3b800

Observation fadc9d5c-4de1-4daf-b8e1-223deaa6fd60 · outbound

This paper cites In: Rodolà, E., Galasso, F., Masi, I.

Novel Knowledge-Guided Generative Methods for Synthetic Transcriptomic Data In: Rodolà, E., Galasso, F., Masi, I

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T15:19:18.572544Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-14T15:19:18.427813Z digest=sha256:9d3afd81753fd51b6deb77032c99c9e83c1de6eb93e5a5cc3359811b10e89edf

Observation b1c736b3-35be-4c60-a686-3dd0fe33ffea · outbound

This paper cites Nature Communications15(1), 9886 (2024).

Novel Knowledge-Guided Generative Methods for Synthetic Transcriptomic Data Nature Communications15(1), 9886 (2024)

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T15:19:18.555917Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-14T15:19:18.433172Z digest=sha256:6a9fdb0495bd4de3e7ac809875089fc51a6d4abb8978e21758a48f86f51a194c

Observation 80f42d3b-cf3d-41c0-8721-e71fe949d1fe · outbound

This paper cites Bioinformatics38(3), 730–737 (2022).

Novel Knowledge-Guided Generative Methods for Synthetic Transcriptomic Data Bioinformatics38(3), 730–737 (2022)

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T15:19:18.539436Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-14T15:19:18.437934Z digest=sha256:d45defeb3fb45eaae6d48a11c59b71813c38cf5244f520af7d41964328ba727c

Pith citing papers

No inbound Pith citation observations are available.