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Paper Citation Record · LEDGER

Synchronization of mean-field models on the circle

As of 18 August 2026, this Paper Citation Record lists 40 of 40 outbound references and 10 inbound Pith citation observations for arXiv:2507.22857.

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

pith.paper-citation-record.v1
2507.22857 v1

Coverage vector

measured 40 of 40 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T11:25:08.855410Z

measured 50 of 50 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+00:00

measured 10 of 10 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-05T21:05:02.400768Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-12T09:26:26.029118Z

Reference resolution

40 of 40 outbound references displayed

  • verified exact1
  • verified fuzzy27
  • unresolved12
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 7c44a712-61e2-4e78-8814-4deb3dcbfa66 · outbound

This paper cites Bandeira, Martin Kassabov, Victor Souza, Steven H.

Synchronization of mean-field models on the circle Bandeira, Martin Kassabov, Victor Souza, Steven H

Reference 1

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no resolver link, observed 2026-08-06T11:25:08.634529Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 4a73d6f8-d80e-4d35-923c-263f62a825b7 · outbound

This paper cites The asymptotic behavior of attention in transformers.

Synchronization of mean-field models on the circle The asymptotic behavior of attention in transformers

Reference 2

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no resolver link, observed 2026-08-06T11:25:08.640329Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T11:25:08.640329Z digest=sha256:4e23f12bc7a632c16786f179d6ddc50cc6d9d8e18468769558cdc8fcbb5925bd

Observation 0c934bad-830a-494b-9b70-c7b939a2576f · outbound

This paper cites The Kuramoto model: A simple paradigm for synchronization phenomena.

Synchronization of mean-field models on the circle The Kuramoto model: A simple paradigm for synchronization phenomena

Reference 3

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

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Observation 394acc6e-83ec-4f21-912a-c934a0b453dc · outbound

This paper cites Convergence in multiagent coordination, consensus, and flocking.

Synchronization of mean-field models on the circle Convergence in multiagent coordination, consensus, and flocking

Reference 4

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

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Observation 4ae9f603-0f2c-40be-a101-35ea702fa040 · outbound

This paper cites An introduction to optimization on smooth manifolds.

Synchronization of mean-field models on the circle An introduction to optimization on smooth manifolds

Reference 5

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

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Observation 6c28d4ff-427f-4a8d-a2d6-e8040436254d · outbound

This paper cites Emergence of meta- stable clustering in mean-field transformer models.

Synchronization of mean-field models on the circle Emergence of meta- stable clustering in mean-field transformer models

Reference 6

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

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Observation 35cd8b08-1cf9-442a-bdc7-d22c9ad4c804 · outbound

This paper cites Analysis of mean-field models arising from self-attention dynamics in transformer architectures with layer normalization.

Synchronization of mean-field models on the circle Analysis of mean-field models arising from self-attention dynamics in transformer architectures with layer normalization

Reference 7

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no resolver link, observed 2026-08-06T11:25:08.676223Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T11:25:08.676223Z digest=sha256:ba1b68b5588bdc8d8a526c5090f93e07746fed2f9fe61dd9762e6b48518871bb

Observation cf9627b2-da6a-4b2c-87f9-66130b5359b9 · outbound

This paper cites A Unified Perspective on the Dynamics of Deep Transformers.

Synchronization of mean-field models on the circle A Unified Perspective on the Dynamics of Deep Transformers

Reference 8

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no resolver link, observed 2026-08-06T11:25:08.685191Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T11:25:08.685191Z digest=sha256:332a9dee78341706c589b06998f70fa7b5df7867e1d4416b0828ded86e3534e8

Observation c2a9b41a-972e-4581-b3b1-b582032429cd · outbound

This paper cites Quantitative Clustering in Mean-Field Transformer Models.

Synchronization of mean-field models on the circle Quantitative Clustering in Mean-Field Transformer Models

Reference 9

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no resolver link, observed 2026-08-06T11:25:08.691294Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T11:25:08.691294Z digest=sha256:291d71cbab73032cf88d8f6341997b801a94f1cf953320226f5a833268598d31

Observation 4d1d1baa-deef-4dbd-8039-a9c1a277f259 · outbound

This paper cites Universally optimal distribution of points on spheres.

Synchronization of mean-field models on the circle Universally optimal distribution of points on spheres

Reference 10

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

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Observation 97cf8160-b3fc-43ee-bc83-8f8f12e6f263 · outbound

This paper cites McRae, and Nicolas Boumal.

Synchronization of mean-field models on the circle McRae, and Nicolas Boumal

Reference 11

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T11:25:08.705291Z digest=sha256:f26ca77fc8407616d4ef671f9ac561a7e680733f29b103aac2ad275b143e6091

Observation e1a86034-3761-4da1-a99b-9d2fed01fbe5 · outbound

This paper cites Setting the Record Straight on Transformer Oversmoothing.

Synchronization of mean-field models on the circle Setting the Record Straight on Transformer Oversmoothing

Reference 12

Resolution
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no resolver link, observed 2026-08-06T11:25:08.711196Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T11:25:08.711196Z digest=sha256:1e34491a49dc1309ac484317ca90158f9d2e36b0acb1d6fe9de446d8b2bed1b0

Observation fa2e6530-d1ae-4b4b-8e5d-61c8afe0514e · outbound

This paper cites Rank diminishing in deep neural networks.

Synchronization of mean-field models on the circle Rank diminishing in deep neural networks

Reference 13

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

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Observation 76beea34-6160-4709-87d1-cf3085aed846 · outbound

This paper cites Long-time dynamics for a simple aggregation equation on the sphere.

Synchronization of mean-field models on the circle Long-time dynamics for a simple aggregation equation on the sphere

Reference 14

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

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Observation b65a4523-158b-46e9-962b-b167656b8770 · outbound

This paper cites The emergence of clusters in self-attention dynamics.

Synchronization of mean-field models on the circle The emergence of clusters in self-attention dynamics

Reference 15

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

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Observation c2af01ef-edfc-4c50-9253-d744f7831b70 · outbound

This paper cites Dynamic metastability in the self-attention model.

Synchronization of mean-field models on the circle Dynamic metastability in the self-attention model

Reference 16

Resolution
unresolved
no resolver link, observed 2026-08-06T11:25:08.730677Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T11:25:08.730677Z digest=sha256:ad00eca1a7c0da59b692e31a142f5f12695ee983b7e49fafbc8ba51d91987e94

Observation b3cd0760-88a6-4565-95ba-abf7c4d87907 · outbound

This paper cites A math- ematical perspective on transformers.

Synchronization of mean-field models on the circle A math- ematical perspective on transformers

Reference 17

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

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Observation 09c06469-7df5-4986-a5f1-466b713bd0d2 · outbound

This paper cites On the Relaxation Dynamics of Lohe Oscillators on Some Riemannian Manifolds.

Synchronization of mean-field models on the circle On the Relaxation Dynamics of Lohe Oscillators on Some Riemannian Manifolds

Reference 18

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

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Observation a5fd5529-cfa4-47d2-bf05-6877c537dae4 · outbound

This paper cites Coordination of groups of mobile autonomous agents using nearest neighbor rules.

Synchronization of mean-field models on the circle Coordination of groups of mobile autonomous agents using nearest neighbor rules

Reference 19

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

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Observation 3279f808-5bff-458f-8de4-c7ffe462512f · outbound

This paper cites The random graph process is globally synchronizing.

Synchronization of mean-field models on the circle The random graph process is globally synchronizing

Reference 20

Resolution
verified exact
local_arxiv, observed 2026-08-06T11:25:08.925460Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T11:25:08.751013Z digest=sha256:69c3bda78160e42b028b66e30fd925ee17b383be87a7c07be93108878ce40631

Observation fafdc346-831f-4a65-8f9c-322ae0621b4d · outbound

This paper cites Clustering in causal at- tention masking.

Synchronization of mean-field models on the circle Clustering in causal at- tention masking

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T11:25:09.688058Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

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Observation 783ce8ba-cf24-4607-9d11-8669d672391a · outbound

This paper cites Strogatz, and Alex Townsend.

Synchronization of mean-field models on the circle Strogatz, and Alex Townsend

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T11:25:09.669226Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

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Observation 5dd718b3-027a-4dfb-8df6-fd8c25712940 · outbound

This paper cites Understanding Catastrophic Forgetting In LoRA via Mean-Field Attention Dynamics.

Synchronization of mean-field models on the circle Understanding Catastrophic Forgetting In LoRA via Mean-Field Attention Dynamics

Reference 23

Resolution
unresolved
no resolver link, observed 2026-08-06T11:25:08.771269Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T11:25:08.771269Z digest=sha256:5c15269b6534884929be171839b283e00fee17f70126210c9e90b7f6e353a5bf

Observation 87133ae8-35e5-4937-bf02-3ae6bc69aa97 · outbound

This paper cites Self-entrainment of a population of coupled non-linear oscillators.

Synchronization of mean-field models on the circle Self-entrainment of a population of coupled non-linear oscillators

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T11:25:09.654202Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

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Observation f782b12f-cb7c-4caa-a24d-d8a334b80f14 · outbound

This paper cites Une propri´ et´ e topologique des sous-ensembles analytiques r´ eels.Les ´Equations aux D´ eriv´ ees Partielles, 117:87–89, 1963.

Synchronization of mean-field models on the circle Une propri´ et´ e topologique des sous-ensembles analytiques r´ eels.Les ´Equations aux D´ eriv´ ees Partielles, 117:87–89, 1963

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T11:25:09.638329Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

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Observation 6ade4f41-d9a6-486c-985c-81d6cfb1c923 · outbound

This paper cites Almost global consensus on the n -sphere.

Synchronization of mean-field models on the circle Almost global consensus on the n -sphere

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T11:25:09.620514Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

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Observation 19d7563b-08bf-4448-885d-b3d50fc0b27e · outbound

This paper cites Synchronization of pulse-coupled biological oscillators.

Synchronization of mean-field models on the circle Synchronization of pulse-coupled biological oscillators

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T11:25:09.603534Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

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Observation ba6f63cf-2248-41d2-b130-c7d0d95ed410 · outbound

This paper cites On the trend to global equilibrium for kuramoto oscillators.

Synchronization of mean-field models on the circle On the trend to global equilibrium for kuramoto oscillators

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T11:25:09.588018Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

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Observation de247403-a99a-46b9-ae02-9130bb438727 · outbound

This paper cites Sinkform- ers: Transformers with doubly stochastic attention.

Synchronization of mean-field models on the circle Sinkform- ers: Transformers with doubly stochastic attention

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T11:25:09.567849Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

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Observation cbc8d7a9-609d-40f0-bea2-6e785868bb71 · outbound

This paper cites an unresolved cited work.

Synchronization of mean-field models on the circle Unresolved cited work

Reference 30

Resolution
unresolved
raw_fallback, observed 2026-08-06T11:25:09.550938Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T11:25:08.804127Z digest=sha256:be3aff825635d2a293f902887b6706e26c9943006af9418314a64518792dad38

Observation 5e0ee04b-84fb-488e-83ab-bd35fa6f28a6 · outbound

This paper cites Global Stability of Dynamical Systems.

Synchronization of mean-field models on the circle Global Stability of Dynamical Systems

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T11:25:09.535094Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T11:25:08.809131Z digest=sha256:96e0b0ac6c26791e876d5109ea66db9a2322edc4597fd62af72e3ebc95e3ec1b

Observation b50377c2-2483-40dd-a377-6c131e76ead5 · outbound

This paper cites From Kuramoto to Crawford: exploring the onset of synchro- nization in populations of coupled oscillators.

Synchronization of mean-field models on the circle From Kuramoto to Crawford: exploring the onset of synchro- nization in populations of coupled oscillators

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T11:25:09.517899Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T11:25:08.813795Z digest=sha256:e9d2d7da329c098de1eb590382753e2357dfc499350e58ff7929b24e18cf8379

Observation a12f5341-2aaa-4e92-a9c1-5692cf751353 · outbound

This paper cites There is no non-zero stable fixed point for dense networks in the homogeneous Kuramoto model.

Synchronization of mean-field models on the circle There is no non-zero stable fixed point for dense networks in the homogeneous Kuramoto model

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T11:25:09.499989Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

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Observation 68b87a17-f39f-49b4-a8e8-debcc1122a4c · outbound

This paper cites Attention is all you need.

Synchronization of mean-field models on the circle Attention is all you need

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T11:25:09.482564Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

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Observation 81a37806-a6af-448a-be1d-f05e96e5428b · outbound

This paper cites Novel type of phase transition in a system of self-driven particles.

Synchronization of mean-field models on the circle Novel type of phase transition in a system of self-driven particles

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T11:25:09.462559Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T11:25:08.827708Z digest=sha256:0e879541feaf5b771e1e76c2bf7510aeea703cfcb0bba74e950149a8de029ed3

Observation 9241ac5d-6d66-4a32-9335-bd7064f10ff3 · outbound

This paper cites Biological rhythms and the behavior of populations of coupled oscillators.

Synchronization of mean-field models on the circle Biological rhythms and the behavior of populations of coupled oscillators

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T11:25:09.442385Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T11:25:08.833111Z digest=sha256:b2dc804b4ff046f3a2100d9786fa04480913c44faacb24434b69619ed5f97993

Observation 3d4ab740-7556-404f-899c-bbc15f3e8886 · outbound

This paper cites The lower bound of the network connectivity guaranteeing in-phase synchronization.

Synchronization of mean-field models on the circle The lower bound of the network connectivity guaranteeing in-phase synchronization

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T11:25:09.417280Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T11:25:08.837372Z digest=sha256:de65f0f9aeaf394f453f4d1735c69c5cafb83d6c157565a95522118b03422087

Observation 0757140d-e86d-4b16-9881-c2b0c39a0226 · outbound

This paper cites Suppose β ∈ [0.5, 0.75).

Synchronization of mean-field models on the circle Suppose β ∈ [0.5, 0.75)

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T11:25:09.398030Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T11:25:08.842628Z digest=sha256:164b434824b9b1cdf55b2904b0948af3eb954bf7a2f049a9cebe251286350779

Observation da0bb1e2-cd14-4f01-a8a9-eaafc51e25f4 · outbound

This paper cites an unresolved cited work.

Synchronization of mean-field models on the circle Unresolved cited work

Reference 39

Resolution
unresolved
raw_fallback, observed 2026-08-06T11:25:09.380363Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T11:25:08.848032Z digest=sha256:ea6a7425ff11b903aec5348438df08244ca9574b80271efd1d9a7e245343f55c

Observation 27fc080a-3fb9-4504-ba85-85ccee07053f · outbound

This paper cites an unresolved cited work.

Synchronization of mean-field models on the circle Unresolved cited work

Reference 40

Resolution
unresolved
raw_fallback, observed 2026-08-06T11:25:09.363611Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T11:25:08.855410Z digest=sha256:ee31deb65075b87fc4466b554d972e854b6c52eb877a467166f4b6dc5a73f080

Pith citing papers

Observation 11e8aa8d-6699-4818-ae0e-f9f8a6e8f38f · inbound

Physics- and geometry-aware spatio-spectral graph neural operator for time-independent and time-dependent PDEs cites this paper.

Physics- and geometry-aware spatio-spectral graph neural operator for time-independent and time-dependent PDEs Synchronization of mean-field models on the circle

Reference 2007

Resolution
unresolved
no resolver link, observed 2026-08-05T20:59:36.894338Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T20:59:36.894338Z digest=sha256:b2b91f46097306127618227d950abef1ac80df37c33836ff8d5f6127bc2edb63

Observation ccb18f0d-2307-4b30-80bc-525375f2b941 · inbound

Attention's forward pass and Frank-Wolfe cites this paper.

Attention's forward pass and Frank-Wolfe Synchronization of mean-field models on the circle

Reference 2007

Resolution
unresolved
no resolver link, observed 2026-08-05T21:05:02.400768Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T21:05:02.400768Z digest=sha256:5132e653b36f561c7bb6031999754fcb2abb5622e42cfb9a425e07af36f38144

Observation 145e8719-98ca-47c7-80b3-395a8b959444 · inbound

Critical attention scaling in long-context transformers cites this paper.

Critical attention scaling in long-context transformers Synchronization of mean-field models on the circle

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-04T11:23:29.115692Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T11:23:29.115692Z digest=sha256:2d914c57f75491a3cfff8d86db0596a268ed8f0b60d2832752836f7cacebbc8c

Observation cf220f08-1faa-427b-bf31-b9f12e3290a9 · inbound

Global synchronization beyond dense graphs: the case of threshold graphs cites this paper.

Global synchronization beyond dense graphs: the case of threshold graphs Synchronization of mean-field models on the circle

Reference 45

Resolution
unresolved
no resolver link, observed 2026-08-03T22:08:27.364004Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-03T22:08:27.364004Z digest=sha256:359ed3a823fa4470e9bd5948a9272d6779cd94df6375f157cd0f27fef01e6299

Observation 6a9a25b2-21c1-430c-94ed-12694f3d50d9 · inbound

Stochastic Scaling Limits and Synchronization by Noise in Deep Transformer Models cites this paper.

Stochastic Scaling Limits and Synchronization by Noise in Deep Transformer Models Synchronization of mean-field models on the circle

Reference 42

Resolution
verified exact
arxiv_id, observed 2026-05-12T09:26:26.030743Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-05-07T10:56:06.475656Z digest=sha256:6cf7fa9fc985bf583c162903773640254e21a602ba732a8b521a1bed21056826

Observation 320c405b-e219-4c54-a746-80f2b110c0f4 · inbound

Gradient Flow Structure and Quantitative Dynamics of Multi-Head Self-Attention cites this paper.

Gradient Flow Structure and Quantitative Dynamics of Multi-Head Self-Attention Synchronization of mean-field models on the circle

Reference 15

Resolution
verified exact
arxiv_id, observed 2026-05-09T06:35:39.330265Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-05-08T18:18:48.272183Z digest=sha256:d553050e1d3cc3d8953acb866b8bdf0eb10e7ad895b5a2df5326dd7df9117322

Observation f6f7aad7-0e21-4d32-aa1b-1ffa11d8b446 · inbound

Gradient Flow Structure and Quantitative Dynamics of Multi-Head Self-Attention cites this paper.

Gradient Flow Structure and Quantitative Dynamics of Multi-Head Self-Attention Synchronization of mean-field models on the circle

Reference 15

Resolution
verified exact
arxiv_id, observed 2026-05-11T04:56:00.620927Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-05-11T00:57:06.133474Z digest=sha256:1bcd22722cc9f225dab7b655ec8edb87dd2ac208d16b5b2e219d08d92d539e49

Observation 5a09c841-1be0-473d-9da8-a66ab5be7489 · inbound

Kinetic theory for Transformers and the lost-in-the-middle phenomenon cites this paper.

Kinetic theory for Transformers and the lost-in-the-middle phenomenon Synchronization of mean-field models on the circle

Reference 33

Resolution
verified exact
arxiv_id, observed 2026-05-12T07:31:27.167359Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-05-12T02:36:03.692657Z digest=sha256:8422bfe5c13e9f6b9a87925f8e64ca8e7ea5021dad91964910f2bcd32cdbf2d2

Observation 4113e95b-3b3b-48a0-9114-39e184766f02 · inbound

Quantifying Concentration Phenomena of Mean-Field Transformers in the Low-Temperature Regime cites this paper.

Quantifying Concentration Phenomena of Mean-Field Transformers in the Low-Temperature Regime Synchronization of mean-field models on the circle

Reference 37

Resolution
verified exact
arxiv_id, observed 2026-05-12T07:21:23.585572Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-05-12T03:29:02.798274Z digest=sha256:27b220985e88f2a3ce7f3726033c66e009cb44796575a20ceb7a935128477e38

Observation 10ce8be6-5984-4852-a8d0-e30fd9859307 · inbound

On the Diverse Dynamical Behaviors Arising in Deep Linear Transformers cites this paper.

On the Diverse Dynamical Behaviors Arising in Deep Linear Transformers Synchronization of mean-field models on the circle

Reference 87

Resolution
unresolved
no resolver link, observed 2026-08-01T15:05:06.401894Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T15:05:06.401894Z digest=sha256:1454b6558f304dd82b6a7f825b52685633538477495ed7a2532cfa448fd7781b