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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 2026-08-08T06:32:00.761636+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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-05-15T19:11:05.648728Z digest=sha256:31de4b936e499ab1987b90b7c9114cc03f4754c36fb6934fca84ad3b5bc24f2d

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-05-15T19:11:05.648728Z digest=sha256:37fcf4642af528be39cef4377b97d35ad66e1147f09fdee7118c3ded3126f546

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-05-15T19:11:05.648728Z digest=sha256:bcf75478fe566382043b9fba8c304a1e70c902b87ef0a1dbf29b036c8a5df59b

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-05-15T19:11:05.648728Z digest=sha256:577718aecf9d4436ada643f0456b07763392509dcd08a747db2beb6f5eae6d59

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-05-15T19:11:05.648728Z digest=sha256:381f404199a086fd3f3b2a241aa421b9118f771ddfdca8a5809d8c5363d4bde7

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-05-15T19:11:05.648728Z digest=sha256:ca5a4b822368ddbcd3dd5caf7486e862eded10f9da1ab2ffc2326f6d98ccc1db

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-05-15T19:11:05.648728Z digest=sha256:ce29dcae9f204ddc9091a2653426821579a6f2734a9dbe15ff95d1a54eb9c81d

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-05-15T19:11:05.648728Z digest=sha256:ee4e4b3c66b62adb3751195a382d079ceecde5d1cb43cf1a7fb656f95e234cb7

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-05-15T19:11:05.648728Z digest=sha256:f5e24cd834fcb1bd3d8a48c34650c81d91dac28be936662668a41eb4fd977fbb

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-05-15T19:11:05.648728Z digest=sha256:ecd2560a0350aec6b46075a08e65470a1d0b5f696d49998d04b0918b1a126bd4

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-05-15T19:11:05.648728Z digest=sha256:d4ded75aa493444e9c1b2c04dffa1afc3ccce276956f82115d4397d338cfa537

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-05-15T19:11:05.648728Z digest=sha256:78b911078ef71e72302c18e8595186aabed5c762723b97a0f7f7dfaffde996d3

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-05-15T19:11:05.648728Z digest=sha256:696cb7f22939937af013382459b3161500bbe6cd6a877e78f4949a7d02d78a30

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-05-15T19:11:05.648728Z digest=sha256:d19946aabc28f92ac5bf902b79e62e22cb89e71de82a67e4b61ad1220aaf4dfc

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-05-15T19:11:05.648728Z digest=sha256:01e553470369fc991390c92aad9df5170b75c3d1a390ee9c0939b6d8ef98f1b1

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-06-28T13:54:19.311927Z digest=sha256:0259b0b7703479febd57a0f49073d797df708267637f712607c97985ba230526

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-06-30T10:55:56.415184Z digest=sha256:547d2f9cdd97d0bf0836b2f0b079ae58f386931b734c140856f41f5859284dba