Pith. sign in

Paper Citation Record · LEDGER

A Mechanistic Analysis of Transformers for Dynamical Systems

As of 16 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 3 inbound Pith citation observations for arXiv:2512.21113.

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

pith.paper-citation-record.v1
2512.21113 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 3 of 3 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 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-15T20:19:10.613541Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-15T20:20:17.463371Z

Reference resolution

0 of 0 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved0
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 22d5d2a8-88d6-46a4-862b-8eedac1741c8 · inbound

Transformers for dynamical systems learn transfer operators in-context cites this paper.

Transformers for dynamical systems learn transfer operators in-context A Mechanistic Analysis of Transformers for Dynamical Systems

Reference 12

Resolution
verified exact
arxiv_id, observed 2026-08-06T02:06:52.452569Z

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=2026-05-15T20:19:10.613541Z digest=sha256:cd3768e1da2106b620210917ab1aa70daacca508cb21964db78524c256a62f46

Observation 4bdb1221-3ba5-4f9f-9717-fafa58aca70f · inbound

Equation-Free Digital Twins for Nonlinear Structural Dynamics cites this paper.

Equation-Free Digital Twins for Nonlinear Structural Dynamics A Mechanistic Analysis of Transformers for Dynamical Systems

Reference 20

Resolution
verified exact
arxiv_id, observed 2026-08-06T02:06:52.452569Z

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=2026-05-09T19:16:45.244434Z digest=sha256:8295809f42cc81ebb4a647dbb2520903ccbebcc8b0911d9c8bdbd2c5c2d63224

Observation 7929e25e-21de-476d-afd6-6649fdad6335 · inbound

Equation-Free Digital Twins for Nonlinear Structural Dynamics cites this paper.

Equation-Free Digital Twins for Nonlinear Structural Dynamics A Mechanistic Analysis of Transformers for Dynamical Systems

Reference 20

Resolution
verified exact
arxiv_id, observed 2026-08-06T02:06:52.452569Z

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=2026-05-12T05:11:36.044098Z digest=sha256:c77ff1f730a69b4338bce344f4410f4ecb44e408a015586e0ee6c8da30305029