Paper Citation Record · LEDGER

Thermodynamic Weight Decay: Exploring Grokking Acceleration via Attention Specific Heat

As of 10 August 2026, this Paper Citation Record lists 8 of 8 outbound references and 0 inbound Pith citation observations for arXiv:2607.20552.

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

pith.paper-citation-record.v1
2607.20552 v1

Coverage vector

measured 8 of 8 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-02T04:40:29.245659Z

measured 8 of 8 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+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

8 of 8 outbound references displayed

verified exact0
verified fuzzy0
unresolved8
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 2b37c224-ad49-4d98-ad92-ea85040da4b2 · outbound

This paper cites arXiv preprint arXiv:2602.08216 , year =.

Thermodynamic Weight Decay: Exploring Grokking Acceleration via Attention Specific Heat arXiv preprint arXiv:2602.08216 , year =

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-02T04:40:28.434627Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ce00dcb7-fcb0-4ce7-8808-40fa3bf9f6c0 · outbound

This paper cites ICLR MATH-AI Workshop , year =.

Thermodynamic Weight Decay: Exploring Grokking Acceleration via Attention Specific Heat ICLR MATH-AI Workshop , year =

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-02T04:40:28.513731Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a9ab9451-48e9-4ff6-a88d-8de2fad91a9c · outbound

This paper cites International Conference on Learning Representations (ICLR) , year =.

Thermodynamic Weight Decay: Exploring Grokking Acceleration via Attention Specific Heat International Conference on Learning Representations (ICLR) , year =

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-02T04:40:28.615380Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c00fdb8f-d6dc-4332-91da-2ce6c9ee9d1b · outbound

This paper cites Advances in Neural Information Processing Systems (NeurIPS) , year =.

Thermodynamic Weight Decay: Exploring Grokking Acceleration via Attention Specific Heat Advances in Neural Information Processing Systems (NeurIPS) , year =

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-02T04:40:28.719783Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 75b6ffdc-c8b7-4d32-97b7-5e968e004600 · outbound

This paper cites International Conference on Learning Representations (ICLR) , year =.

Thermodynamic Weight Decay: Exploring Grokking Acceleration via Attention Specific Heat International Conference on Learning Representations (ICLR) , year =

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-02T04:40:28.874845Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7d9d975b-ff55-4573-85ff-f5d9bf17bf55 · outbound

This paper cites International Conference on Learning Representations (ICLR) , year =.

Thermodynamic Weight Decay: Exploring Grokking Acceleration via Attention Specific Heat International Conference on Learning Representations (ICLR) , year =

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-02T04:40:29.006303Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 55991dfc-7506-42f1-b93f-e15125cb75b3 · outbound

This paper cites RoFormer: Enhanced Transformer with Rotary Position Embedding.

Thermodynamic Weight Decay: Exploring Grokking Acceleration via Attention Specific Heat RoFormer: Enhanced Transformer with Rotary Position Embedding

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-02T04:40:29.132694Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 41793d77-9d0a-4fbe-8622-e7cdf2b5b625 · outbound

This paper cites The Slingshot Mechanism: An Empirical Study of Adaptive Optimizers and the Grokking Phenomenon.

Thermodynamic Weight Decay: Exploring Grokking Acceleration via Attention Specific Heat The Slingshot Mechanism: An Empirical Study of Adaptive Optimizers and the Grokking Phenomenon

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-02T04:40:29.245659Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.