Paper Citation Record · LEDGER

Loss-Conditional PINNs for Parametric PDE Families

As of 8 August 2026, this Paper Citation Record lists 16 of 16 outbound references and 0 inbound Pith citation observations for arXiv:2606.04420.

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

pith.paper-citation-record.v1
2606.04420 v1

Coverage vector

measured 16 of 16 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-06-28T07:27:23.125203Z

measured 16 of 16 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 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

16 of 16 outbound references displayed

verified exact2
verified fuzzy0
unresolved13
parse uncertain0
malformed identifier1
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 956cc472-d766-4315-924a-51520093c7b2 · outbound

This paper cites Dosovitskiy and J.

Loss-Conditional PINNs for Parametric PDE Families Dosovitskiy and J

Reference 1

Resolution: unresolved; no resolver link, observed 2026-06-28T07:27:23.125203Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ee28ff0e-4dc3-46b9-9993-e47541827a1e · outbound

This paper cites Raissi, P.

Loss-Conditional PINNs for Parametric PDE Families Raissi, P

Reference 2

Resolution: unresolved; no resolver link, observed 2026-06-28T07:27:23.125203Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 317ec778-06c7-45f2-af04-5f9b1c0f2e26 · outbound

This paper cites an unresolved cited work.

Loss-Conditional PINNs for Parametric PDE Families Unresolved cited work

Reference 3

Resolution: unresolved; no resolver link, observed 2026-06-28T07:27:23.125203Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4072bcb3-f935-4743-849c-63d7760065d9 · outbound

This paper cites an unresolved cited work.

Loss-Conditional PINNs for Parametric PDE Families Unresolved cited work

Reference 4

Resolution: unresolved; no resolver link, observed 2026-06-28T07:27:23.125203Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c001fe84-c305-4ce4-af65-1ba73dc5fe52 · outbound

This paper cites Arthurs and Andrew P.

Loss-Conditional PINNs for Parametric PDE Families Arthurs and Andrew P

Reference 5

Resolution: unresolved; no resolver link, observed 2026-06-28T07:27:23.125203Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d52b0505-2ab3-41e3-b427-bc518da708a4 · outbound

This paper cites Self-Adaptive Physics-Informed Neural Networks using a Soft Attention Mechanism.

Loss-Conditional PINNs for Parametric PDE Families Self-Adaptive Physics-Informed Neural Networks using a Soft Attention Mechanism

Reference 6

Resolution: verified exact; arxiv_id, observed 2026-07-02T06:16:43.881462Z

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.

Observation 64a50b81-2b0d-4758-a09a-eea8fa112d85 · outbound

This paper cites Bischof and M.

Loss-Conditional PINNs for Parametric PDE Families Bischof and M

Reference 7

Resolution: verified exact; arxiv_id, observed 2026-07-02T06:16:43.879080Z

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.

Observation 8c77ec4c-3ec7-48ab-a7b5-53fd16c1790f · outbound

This paper cites an unresolved cited work.

Loss-Conditional PINNs for Parametric PDE Families Unresolved cited work

Reference 8

Resolution: unresolved; no resolver link, observed 2026-06-28T07:27:23.125203Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bc2df067-0043-4ccb-ac44-a1321a0ef054 · outbound

This paper cites an unresolved cited work.

Loss-Conditional PINNs for Parametric PDE Families Unresolved cited work

Reference 9

Resolution: unresolved; no resolver link, observed 2026-06-28T07:27:23.125203Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation db8fbf48-e2b8-49e4-bca5-7315b15fe94e · outbound

This paper cites an unresolved cited work.

Loss-Conditional PINNs for Parametric PDE Families Unresolved cited work

Reference 10

Resolution: unresolved; no resolver link, observed 2026-06-28T07:27:23.125203Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8f0ea34a-d8c1-4a98-a8b5-d3316ad4d93c · outbound

This paper cites an unresolved cited work.

Loss-Conditional PINNs for Parametric PDE Families Unresolved cited work

Reference 11

Resolution: unresolved; no resolver link, observed 2026-06-28T07:27:23.125203Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cad4cf10-7ef3-49cf-92b1-263d21e6997b · outbound

This paper cites an unresolved cited work.

Loss-Conditional PINNs for Parametric PDE Families Unresolved cited work

Reference 12

Resolution: unresolved; no resolver link, observed 2026-06-28T07:27:23.125203Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0d3a7771-f387-4624-95bc-bb7247df58a5 · outbound

This paper cites an unresolved cited work.

Loss-Conditional PINNs for Parametric PDE Families Unresolved cited work

Reference 13

Resolution: unresolved; no resolver link, observed 2026-06-28T07:27:23.125203Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dfcb17c3-1555-4c70-8985-80a244751a5e · outbound

This paper cites an unresolved cited work.

Loss-Conditional PINNs for Parametric PDE Families Unresolved cited work

Reference 14

Resolution: unresolved; no resolver link, observed 2026-06-28T07:27:23.125203Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 24ca0f5e-cebc-40e0-a20b-5d9e33f5941e · outbound

This paper cites Perez, F.

Loss-Conditional PINNs for Parametric PDE Families Perez, F

Reference 15

Resolution: unresolved; no resolver link, observed 2026-06-28T07:27:23.125203Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8665e47b-3d15-48db-9c3e-af45029927f0 · outbound

This paper cites Evaluation grids.Burgers / BL test errors are computed on a 256×101 space–time grid; Helmholtz on a 1024-point spatial grid.

Loss-Conditional PINNs for Parametric PDE Families Evaluation grids.Burgers / BL test errors are computed on a 256×101 space–time grid; Helmholtz on a 1024-point spatial grid

Reference 16

Resolution: malformed identifier; no resolver link, observed 2026-06-28T07:27:23.125203Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.