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Paper Citation Record · LEDGER

HYCO: A Formalism for Hybrid-Cooperative PDE Modelling

As of 9 August 2026, this Paper Citation Record lists 15 of 15 outbound references and 2 inbound Pith citation observations for arXiv:2602.23859.

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

pith.paper-citation-record.v1
2602.23859 v2

Coverage vector

measured 15 of 15 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-15T19:11:05.648728Z

measured 17 of 17 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-06-30T10:55:56.415184Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-07-01T23:46:24.303990Z

Reference resolution

15 of 15 outbound references displayed

  • verified exact4
  • verified fuzzy6
  • unresolved5
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 4db813a3-01bc-42dd-8a94-fbef569eab49 · outbound

This paper cites Minimal Variance Model Aggregation: A principled, non-intrusive, and versatile integration of black box models.

HYCO: A Formalism for Hybrid-Cooperative PDE Modelling Minimal Variance Model Aggregation: A principled, non-intrusive, and versatile integration of black box models

Reference 1

Resolution
verified exact
arxiv_id, observed 2026-05-15T19:11:30.495577Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-05-15T19:11:05.648728Z digest=sha256:90a4f809ed288a5db3a5392c41aadd90113b626381db1910c2ea896bf917cff4

Observation 5e4075e6-53ee-462c-8c32-48740c7d09c0 · outbound

This paper cites an unresolved cited work.

HYCO: A Formalism for Hybrid-Cooperative PDE Modelling Unresolved cited work

Reference 2

Resolution
unresolved
raw_fallback, observed 2026-05-15T19:11:30.636525Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-05-15T19:11:05.648728Z digest=sha256:a62f846b6396af5fab2b5ffcb0c2ed1007eae68599c3647223499b8b5959b61a

Observation 8e0818d3-23c9-4273-a31e-abace16992f4 · outbound

This paper cites Gray and S.

HYCO: A Formalism for Hybrid-Cooperative PDE Modelling Gray and S

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-05-15T19:11:30.663265Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-05-15T19:11:05.648728Z digest=sha256:2a534eb82158af1b2d5939771e3a061a871ba43c9680f4ab2d7cb67fa0d95223

Observation be4df9f8-faf7-4170-8005-e1711c61c521 · outbound

This paper cites Variational Physics-Informed Neural Networks For Solving Partial Differential Equations.

HYCO: A Formalism for Hybrid-Cooperative PDE Modelling Variational Physics-Informed Neural Networks For Solving Partial Differential Equations

Reference 4

Resolution
verified exact
arxiv_id, observed 2026-05-15T19:11:30.510167Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-05-15T19:11:05.648728Z digest=sha256:c2e470c7dff3621bbbdb63d4364b1e928713ef6f2d5d796edb25b44606b5d2cb

Observation 9977da31-1fca-42c2-8293-269407687930 · outbound

This paper cites an unresolved cited work.

HYCO: A Formalism for Hybrid-Cooperative PDE Modelling Unresolved cited work

Reference 5

Resolution
unresolved
raw_fallback, observed 2026-05-15T19:11:30.627115Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-05-15T19:11:05.648728Z digest=sha256:7da2c9c31ea58a3183c4323abe760ab4acbe2b7c2b00bd2c6821b2f46591f3e7

Observation a1409af0-a427-45b5-bad8-72860f33a39d · outbound

This paper cites HYCO: Hybrid-Cooperative Learning for Data-Driven PDE Modeling.

HYCO: A Formalism for Hybrid-Cooperative PDE Modelling HYCO: Hybrid-Cooperative Learning for Data-Driven PDE Modeling

Reference 6

Resolution
verified exact
arxiv_id, observed 2026-07-27T02:19:50.485261Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-05-15T19:11:05.648728Z digest=sha256:3f3a3e1b85ddf8aae1c71d73d41b655333316857839ad221feebbf5dd0633b0b

Observation 4eecbcd9-4dc5-4cb5-b7bf-76cbb3747357 · outbound

This paper cites an unresolved cited work.

HYCO: A Formalism for Hybrid-Cooperative PDE Modelling Unresolved cited work

Reference 7

Resolution
unresolved
raw_fallback, observed 2026-05-15T19:11:30.667600Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-05-15T19:11:05.648728Z digest=sha256:2877fcb61e9df15c5ee50ad0037fe3e0f8bbbfa713977afbf8f41687d92d851a

Observation 678d7fb8-f8bc-4405-a36c-949e198b70e9 · outbound

This paper cites McMahan, E.

HYCO: A Formalism for Hybrid-Cooperative PDE Modelling McMahan, E

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-05-15T19:11:30.644619Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-05-15T19:11:05.648728Z digest=sha256:73516f8c6e383d829fb448f3e67b2cd6a4c4f16a16e360ae0292551c786b2b42

Observation 53e69f40-9f92-45a4-9653-f043fa5dc339 · outbound

This paper cites Pakravan, P.

HYCO: A Formalism for Hybrid-Cooperative PDE Modelling Pakravan, P

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-05-15T19:11:30.658853Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-05-15T19:11:05.648728Z digest=sha256:064fb7caa7bac1a8db6d22d502f09849b695ef3bcdf860e94a239db7cea0de4d

Observation 6d9daf4d-c0ac-43a2-810c-b516d52ac904 · outbound

This paper cites Raissi, P.

HYCO: A Formalism for Hybrid-Cooperative PDE Modelling Raissi, P

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-05-15T19:11:30.649167Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-05-15T19:11:05.648728Z digest=sha256:6eb2f2a6c370ddf8ea4a7ede8dae8832d90bfdddbe63545ff6aa32f7feece5e5

Observation ba9dca0a-0966-4b2d-b138-68e970f48f9b · outbound

This paper cites an unresolved cited work.

HYCO: A Formalism for Hybrid-Cooperative PDE Modelling Unresolved cited work

Reference 11

Resolution
unresolved
raw_fallback, observed 2026-05-15T19:11:30.631886Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-05-15T19:11:05.648728Z digest=sha256:9d7c11e8e6e0db70628f4c4d997aac72b6659f9d824f0860c88489d37d57254d

Observation dc7649fd-acfa-4f92-8a9c-0c5a1019b6fc · outbound

This paper cites Xu and E.

HYCO: A Formalism for Hybrid-Cooperative PDE Modelling Xu and E

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-05-15T19:11:30.653994Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-05-15T19:11:05.648728Z digest=sha256:f2524851305a6937ae5fa72ba9afabf7a5064f10f4842119b18ae3122190505a

Observation c44a63ea-94df-4163-9278-5b434e68a249 · outbound

This paper cites an unresolved cited work.

HYCO: A Formalism for Hybrid-Cooperative PDE Modelling Unresolved cited work

Reference 13

Resolution
unresolved
raw_fallback, observed 2026-05-15T19:11:30.671988Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-05-15T19:11:05.648728Z digest=sha256:c2d06c8723c0b6a6da03e99d20af181ea5f8a5a504efd276352915c0508fff7d

Observation 0620581b-b5cc-4ed3-8f1e-1c9018d8e827 · outbound

This paper cites Zhang and Y.

HYCO: A Formalism for Hybrid-Cooperative PDE Modelling Zhang and Y

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-05-15T19:11:30.640624Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-05-15T19:11:05.648728Z digest=sha256:f37908a06aaa4ea53b692e117adfb7ce0c10121716ec69da166d7a832a1a3fcc

Observation d057bcd8-399f-4835-bb1b-443e3e07158b · outbound

This paper cites an unresolved cited work.

HYCO: A Formalism for Hybrid-Cooperative PDE Modelling Unresolved cited work

Reference 15

Resolution
verified exact
arxiv_id, observed 2026-05-15T19:11:30.516590Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-05-15T19:11:05.648728Z digest=sha256:5a31f5474a956acb903ba53b20bdd56ce5cc674adb1b3d882edbbd2daacbed3b

Pith citing papers

Observation 8a908c7e-ab2b-45ec-be00-3e8e9e7bfc6d · inbound

The Coercivity Gap in Neural PDE Solvers: Parameter Escape and Functional Convergence cites this paper.

The Coercivity Gap in Neural PDE Solvers: Parameter Escape and Functional Convergence HYCO: A Formalism for Hybrid-Cooperative PDE Modelling

Reference 10

Resolution
metadata mismatch
local_arxiv, observed 2026-07-01T23:46:24.306446Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-06-28T13:54:19.311927Z digest=sha256:6ba7b3ec4b7051b37032d3de0f3e8652dfb385abb37bcd0a87c7698192322a77

Observation f8fb456f-73fc-43ab-83e0-ce5f8f5a137e · inbound

The Coercivity Gap in Neural PDE Solvers: Parameter Escape and Functional Convergence cites this paper.

The Coercivity Gap in Neural PDE Solvers: Parameter Escape and Functional Convergence HYCO: A Formalism for Hybrid-Cooperative PDE Modelling

Reference 17

Resolution
verified exact
local_arxiv, observed 2026-06-30T11:04:37.825262Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-06-30T10:55:56.415184Z digest=sha256:faba290e262b8c922be65050f55cc7f9f45eb36602d274373a16e5ba1001801a