Paper Citation Record · LEDGER

MEP-Net: Generating Solutions to Scientific Problems with Limited Knowledge by Maximum Entropy Principle

As of 18 August 2026, this Paper Citation Record lists 33 of 33 outbound references and 0 inbound Pith citation observations for arXiv:2412.02090.

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

pith.paper-citation-record.v1
2412.02090 v1

Coverage vector

measured 33 of 33 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T23:57:04.891872Z

measured 33 of 33 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+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

33 of 33 outbound references displayed

verified exact0
verified fuzzy19
unresolved14
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 14df6b73-8fa6-4ec4-93cf-f7e204cb1087 · outbound

This paper cites Goodfellow , author J.

MEP-Net: Generating Solutions to Scientific Problems with Limited Knowledge by Maximum Entropy Principle Goodfellow , author J

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:57:05.485680Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation d0ef80cb-cc6c-4312-8016-06975c254a10 · outbound

This paper cites Auto-Encoding Variational Bayes.

MEP-Net: Generating Solutions to Scientific Problems with Limited Knowledge by Maximum Entropy Principle Auto-Encoding Variational Bayes

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-11T23:57:04.660607Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dd2c9653-a63a-4bf6-8eb8-96de780e5c63 · outbound

This paper cites Vaswani ,\ title title Attention is all you need , \ @noop journal journal Advances in Neural Information Processing Systems \ ( year 2017 ) NoStop.

MEP-Net: Generating Solutions to Scientific Problems with Limited Knowledge by Maximum Entropy Principle Vaswani ,\ title title Attention is all you need , \ @noop journal journal Advances in Neural Information Processing Systems \ ( year 2017 ) NoStop

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:57:05.469246Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 93584b99-54d1-4b38-8175-33659b2e38ef · outbound

This paper cites Ho , author A.

MEP-Net: Generating Solutions to Scientific Problems with Limited Knowledge by Maximum Entropy Principle Ho , author A

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:57:05.452607Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 929969d7-a15f-424e-b5a3-f3ea8731f330 · outbound

This paper cites Score-Based Generative Modeling through Stochastic Differential Equations.

MEP-Net: Generating Solutions to Scientific Problems with Limited Knowledge by Maximum Entropy Principle Score-Based Generative Modeling through Stochastic Differential Equations

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-11T23:57:04.695923Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f6f0d956-e482-4541-8d86-fa16ffb5ba4d · outbound

This paper cites an unresolved cited work.

MEP-Net: Generating Solutions to Scientific Problems with Limited Knowledge by Maximum Entropy Principle Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-11T23:57:05.437378Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 94ee517f-81a3-4404-af0a-69807b2786da · outbound

This paper cites an unresolved cited work.

MEP-Net: Generating Solutions to Scientific Problems with Limited Knowledge by Maximum Entropy Principle Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-11T23:57:05.421461Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation f8ee506f-3dfc-48ce-b0ab-3b789496994c · outbound

This paper cites Beck ,\ title title Generalised information and entropy measures in physics , \ @noop journal journal Contemporary Physics \ volume 50 ,\ pages 495--510 ( year 2009 ) NoStop.

MEP-Net: Generating Solutions to Scientific Problems with Limited Knowledge by Maximum Entropy Principle Beck ,\ title title Generalised information and entropy measures in physics , \ @noop journal journal Contemporary Physics \ volume 50 ,\ pages 495--510 ( year 2009 ) NoStop

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:57:05.405677Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 5b34e62b-63cc-4efa-9e1c-bd704fd9cd6d · outbound

This paper cites Kleidon \ and\ author R.

MEP-Net: Generating Solutions to Scientific Problems with Limited Knowledge by Maximum Entropy Principle Kleidon \ and\ author R

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:57:05.390493Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 7d68b6c2-87d4-4f23-93ad-88e525a6ef76 · outbound

This paper cites Harte ,\ @noop title Maximum entropy and ecology: a theory of abundance, distribution, and energetics \ ( publisher OUP Oxford ,\ year 2011 ) NoStop.

MEP-Net: Generating Solutions to Scientific Problems with Limited Knowledge by Maximum Entropy Principle Harte ,\ @noop title Maximum entropy and ecology: a theory of abundance, distribution, and energetics \ ( publisher OUP Oxford ,\ year 2011 ) NoStop

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:57:05.374806Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 4ee14f91-5fc5-47fe-97da-f06c8810ba23 · outbound

This paper cites Rocchi ,\ @noop title Reliability is a new science: Gnedenko was right \ ( publisher Springer ,\ year 2017 ) NoStop.

MEP-Net: Generating Solutions to Scientific Problems with Limited Knowledge by Maximum Entropy Principle Rocchi ,\ @noop title Reliability is a new science: Gnedenko was right \ ( publisher Springer ,\ year 2017 ) NoStop

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:57:05.358125Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 004d7bcf-eca1-47c8-a932-414ae7dd3a60 · outbound

This paper cites Prakash , author S.

MEP-Net: Generating Solutions to Scientific Problems with Limited Knowledge by Maximum Entropy Principle Prakash , author S

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:57:05.341835Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 5b57eead-47cd-4608-80f7-912c14b7a670 · outbound

This paper cites Marchenko , author P.

MEP-Net: Generating Solutions to Scientific Problems with Limited Knowledge by Maximum Entropy Principle Marchenko , author P

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:57:05.325089Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 8661ced8-c441-4d83-92bf-c079a1484beb · outbound

This paper cites Gresele \ and\ author M.

MEP-Net: Generating Solutions to Scientific Problems with Limited Knowledge by Maximum Entropy Principle Gresele \ and\ author M

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:57:05.308933Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation ecdd4168-ce0c-4143-8d39-2ffd96333298 · outbound

This paper cites Soft Actor-Critic: Off-Policy Maximum Entropy Deep Reinforcement Learning with a Stochastic Actor.

MEP-Net: Generating Solutions to Scientific Problems with Limited Knowledge by Maximum Entropy Principle Soft Actor-Critic: Off-Policy Maximum Entropy Deep Reinforcement Learning with a Stochastic Actor

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-11T23:57:04.790902Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ea4f8051-8ac0-4213-a840-2867d38a01e2 · outbound

This paper cites Press \'e , author K.

MEP-Net: Generating Solutions to Scientific Problems with Limited Knowledge by Maximum Entropy Principle Press \'e , author K

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:57:05.291950Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation ccd6faee-f39b-45e5-a6e1-3d442e2e388a · outbound

This paper cites an unresolved cited work.

MEP-Net: Generating Solutions to Scientific Problems with Limited Knowledge by Maximum Entropy Principle Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-11T23:57:05.274830Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation aba8d6fa-5438-44ae-afb8-93647f1f3e88 · outbound

This paper cites an unresolved cited work.

MEP-Net: Generating Solutions to Scientific Problems with Limited Knowledge by Maximum Entropy Principle Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-11T23:57:05.259651Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation d6bcdef2-4010-44af-9d0c-ee20c2329908 · outbound

This paper cites an unresolved cited work.

MEP-Net: Generating Solutions to Scientific Problems with Limited Knowledge by Maximum Entropy Principle Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-11T23:57:05.244409Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation bb4ef4f9-cf0d-4cca-a69e-57136a78dc50 · outbound

This paper cites Tsallis , author S.

MEP-Net: Generating Solutions to Scientific Problems with Limited Knowledge by Maximum Entropy Principle Tsallis , author S

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:57:05.229531Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 2d5fa276-2992-45ae-96af-32dacbef584d · outbound

This paper cites Anteneodo \ and\ author A.

MEP-Net: Generating Solutions to Scientific Problems with Limited Knowledge by Maximum Entropy Principle Anteneodo \ and\ author A

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:57:05.213788Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation e8aab002-11a9-4578-a53d-d4b3bfca558a · outbound

This paper cites an unresolved cited work.

MEP-Net: Generating Solutions to Scientific Problems with Limited Knowledge by Maximum Entropy Principle Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-11T23:57:05.198030Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 052ae476-aa54-4f4c-bb6e-758f9d54717f · outbound

This paper cites Barzel \ and\ author O.

MEP-Net: Generating Solutions to Scientific Problems with Limited Knowledge by Maximum Entropy Principle Barzel \ and\ author O

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:57:05.182904Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 2cfa10e8-904b-4d2f-b039-dcecee729417 · outbound

This paper cites an unresolved cited work.

MEP-Net: Generating Solutions to Scientific Problems with Limited Knowledge by Maximum Entropy Principle Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-11T23:57:05.165268Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation a065b0cd-86cb-45fa-84d7-f7b71d29853a · outbound

This paper cites Doi ,\ title title Onsager’s variational principle in soft matter , \ @noop journal journal Journal of Physics: Condensed Matter \ volume 23 ,\ pages 284118 ( year 2011 ) NoStop.

MEP-Net: Generating Solutions to Scientific Problems with Limited Knowledge by Maximum Entropy Principle Doi ,\ title title Onsager’s variational principle in soft matter , \ @noop journal journal Journal of Physics: Condensed Matter \ volume 23 ,\ pages 284118 ( year 2011 ) NoStop

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:57:05.146884Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 3ebf2525-d762-4274-8e90-2855804f44a9 · outbound

This paper cites Smadbeck \ and\ author Y.

MEP-Net: Generating Solutions to Scientific Problems with Limited Knowledge by Maximum Entropy Principle Smadbeck \ and\ author Y

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:57:05.126662Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation bee7c162-9d76-4c9d-802f-2d888cfb958d · outbound

This paper cites Rathinam , author L.

MEP-Net: Generating Solutions to Scientific Problems with Limited Knowledge by Maximum Entropy Principle Rathinam , author L

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:57:05.108548Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation c75ae558-0d32-4233-9a8b-3c7a8f8450d5 · outbound

This paper cites an unresolved cited work.

MEP-Net: Generating Solutions to Scientific Problems with Limited Knowledge by Maximum Entropy Principle Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-08-11T23:57:05.091566Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 468a309a-ac8e-46f2-98fd-77ccb2d7a815 · outbound

This paper cites Doi ,\ title title Onsager principle as a tool for approximation , \ @noop journal journal Chinese Physics B \ volume 24 ,\ pages 020505 ( year 2015 ) NoStop.

MEP-Net: Generating Solutions to Scientific Problems with Limited Knowledge by Maximum Entropy Principle Doi ,\ title title Onsager principle as a tool for approximation , \ @noop journal journal Chinese Physics B \ volume 24 ,\ pages 020505 ( year 2015 ) NoStop

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:57:05.072157Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation fa5b1b68-87a9-4901-a78c-ea58204cf6f8 · outbound

This paper cites an unresolved cited work.

MEP-Net: Generating Solutions to Scientific Problems with Limited Knowledge by Maximum Entropy Principle Unresolved cited work

Reference 30

Resolution: unresolved; raw_fallback, observed 2026-08-11T23:57:05.050206Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 3e40c5c4-fae2-4b95-8264-8b4768fe4827 · outbound

This paper cites an unresolved cited work.

MEP-Net: Generating Solutions to Scientific Problems with Limited Knowledge by Maximum Entropy Principle Unresolved cited work

Reference 31

Resolution: unresolved; raw_fallback, observed 2026-08-11T23:57:05.033164Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 3af506c3-31db-41d4-82e8-350bd2c6ac2e · outbound

This paper cites Ge , author S.

MEP-Net: Generating Solutions to Scientific Problems with Limited Knowledge by Maximum Entropy Principle Ge , author S

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:57:05.013759Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 8995e187-4a44-4092-bc28-ac0e9269e86a · outbound

This paper cites an unresolved cited work.

MEP-Net: Generating Solutions to Scientific Problems with Limited Knowledge by Maximum Entropy Principle Unresolved cited work

Reference 33

Resolution: unresolved; raw_fallback, observed 2026-08-11T23:57:04.995322Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Pith citing papers

No inbound Pith citation observations are available.