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Paper Citation Record · LEDGER

GATMesh: Clock Mesh Timing Analysis using Graph Neural Networks

As of 7 August 2026, this Paper Citation Record lists 27 of 27 outbound references and 0 inbound Pith citation observations for arXiv:2507.05681.

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

pith.paper-citation-record.v1
2507.05681 v1

Coverage vector

measured 27 of 27 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T19:26:05.833929Z

measured 27 of 27 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+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

27 of 27 outbound references displayed

  • verified exact0
  • verified fuzzy21
  • unresolved6
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 47e5c444-e1a9-471d-930b-63e63a6771bc · outbound

This paper cites Sizing of clock distribution networks for high performance CPU chips,.

GATMesh: Clock Mesh Timing Analysis using Graph Neural Networks Sizing of clock distribution networks for high performance CPU chips,

Reference 1

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raw_fallback, observed 2026-08-06T19:26:10.081684Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation 45d911cb-ca01-41ba-aba9-1b00484de7e0 · outbound

This paper cites The clock distribution of the POWER4 mi- croprocessor,.

GATMesh: Clock Mesh Timing Analysis using Graph Neural Networks The clock distribution of the POWER4 mi- croprocessor,

Reference 2

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T19:26:03.769637Z digest=sha256:9814c1e97f3e0453d2ef8ba016b9db243a8c902c7d878c514eeeb59cbd7681f7

Observation a7ec6777-69fc-4028-a83e-44557111338f · outbound

This paper cites A 5GHz duty-cycle correcting clock distribution network for the POWER6 microprocessor,.

GATMesh: Clock Mesh Timing Analysis using Graph Neural Networks A 5GHz duty-cycle correcting clock distribution network for the POWER6 microprocessor,

Reference 3

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation 031f2b07-b4cd-4a64-8fce-90888e8ff69c · outbound

This paper cites Resonant clock design for a power-efficient high-volume x86–64 microprocessor,.

GATMesh: Clock Mesh Timing Analysis using Graph Neural Networks Resonant clock design for a power-efficient high-volume x86–64 microprocessor,

Reference 4

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T19:26:03.893639Z digest=sha256:1141a10b61809cd2e774b333956eaea62198ada5a3d9261d2862f1cd4174e5ae

Observation d42ced09-4e2a-4aa0-9c9a-78553b2a21bc · outbound

This paper cites Design of the two-core x86-64 amd “bulldozer.

GATMesh: Clock Mesh Timing Analysis using Graph Neural Networks Design of the two-core x86-64 amd “bulldozer

Reference 5

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T19:26:03.955176Z digest=sha256:313b4bdbded86c57bdc30e8a827361ff9701a3ca80312b0c671643aee4b368d1

Observation 48d1d8ce-ff6b-4f25-84f3-1e018569d300 · outbound

This paper cites High- performance clock mesh optimization,.

GATMesh: Clock Mesh Timing Analysis using Graph Neural Networks High- performance clock mesh optimization,

Reference 6

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No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T19:26:04.033875Z digest=sha256:8050ee81e22db30ea265c490418d2e8c44f88d28dcad11f16b9ce425dbf530a6

Observation deb5dd5a-bc4b-4541-9d86-e1952e35229c · outbound

This paper cites Meshworks: an efficient framework for planning, synthesis and optimization of clock mesh networks,.

GATMesh: Clock Mesh Timing Analysis using Graph Neural Networks Meshworks: an efficient framework for planning, synthesis and optimization of clock mesh networks,

Reference 7

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation 38086c96-c1dc-428e-95a5-365dd3787e37 · outbound

This paper cites Clock mesh synthesis method using the earth mover’s distance under transformations,.

GATMesh: Clock Mesh Timing Analysis using Graph Neural Networks Clock mesh synthesis method using the earth mover’s distance under transformations,

Reference 8

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No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation d9e4af38-e89e-4241-a010-5a273d59ad46 · outbound

This paper cites A novel scheme to reduce short-circuit power in mesh-based clock architectures,.

GATMesh: Clock Mesh Timing Analysis using Graph Neural Networks A novel scheme to reduce short-circuit power in mesh-based clock architectures,

Reference 9

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation e3c3c028-c2bf-47d8-b5c7-7ad17579c401 · outbound

This paper cites Non-uniform clock mesh optimization with linear programming buffer insertion,.

GATMesh: Clock Mesh Timing Analysis using Graph Neural Networks Non-uniform clock mesh optimization with linear programming buffer insertion,

Reference 10

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No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation 656be995-2a66-407e-b97d-7a158cec791d · outbound

This paper cites Timing- driven variation-aware nonuniform clock mesh synthesis,.

GATMesh: Clock Mesh Timing Analysis using Graph Neural Networks Timing- driven variation-aware nonuniform clock mesh synthesis,

Reference 11

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation 438f927a-660b-4574-8977-179c531b354f · outbound

This paper cites A Survey on Oversmoothing in Graph Neural Networks.

GATMesh: Clock Mesh Timing Analysis using Graph Neural Networks A Survey on Oversmoothing in Graph Neural Networks

Reference 12

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:26:04.638182Z digest=sha256:f239cefe3b46518d2732c86783765a3949df4edbeb020d0eb9032ccb02a085b0

Observation e4d22120-80f1-4367-9227-c490b7092c4c · outbound

This paper cites Attention is all you need,.

GATMesh: Clock Mesh Timing Analysis using Graph Neural Networks Attention is all you need,

Reference 13

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation f485802a-8835-4ad4-90e7-2f79f52b388d · outbound

This paper cites Representation Learning on Graphs with Jumping Knowledge Networks.

GATMesh: Clock Mesh Timing Analysis using Graph Neural Networks Representation Learning on Graphs with Jumping Knowledge Networks

Reference 14

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:26:04.775811Z digest=sha256:267240a6aca87dc79fc8d1d2dcf162e6c9b2b511587fcc39eca158c3425780de

Observation 32a21d5c-712e-46ce-acc8-bcef11d3cad3 · outbound

This paper cites Bufformer: A generative ml framework for scalable buffering,.

GATMesh: Clock Mesh Timing Analysis using Graph Neural Networks Bufformer: A generative ml framework for scalable buffering,

Reference 15

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation fffd3a3c-ec28-429f-b26f-2273a1e03ff2 · outbound

This paper cites Fast and accurate wire timing estimation based on graph learning,.

GATMesh: Clock Mesh Timing Analysis using Graph Neural Networks Fast and accurate wire timing estimation based on graph learning,

Reference 16

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T19:26:04.926597Z digest=sha256:d1c9b98eaf81807169c0c8edf7f3477a0a1b4120888d1f30aa339e19082ed5c2

Observation d20d506c-2bd8-460c-920c-67925466b5e3 · outbound

This paper cites Fast and accurate wire timing estimation on tree and non-tree net structures,.

GATMesh: Clock Mesh Timing Analysis using Graph Neural Networks Fast and accurate wire timing estimation on tree and non-tree net structures,

Reference 17

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No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T19:26:05.017335Z digest=sha256:6eb8fff9243d772a50f2fd2d8870776e616e51e74464b59ad29ad03dfa0d2e50

Observation be78a6fc-feb1-4285-9983-de580be067c3 · outbound

This paper cites Graph Attention Networks.

GATMesh: Clock Mesh Timing Analysis using Graph Neural Networks Graph Attention Networks

Reference 18

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Observation 89d29276-9182-44ef-8632-431055675061 · outbound

This paper cites The OpenROAD project: Unleashing hardware innovation,.

GATMesh: Clock Mesh Timing Analysis using Graph Neural Networks The OpenROAD project: Unleashing hardware innovation,

Reference 19

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No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation 2f3b736e-ca4b-47f0-9eea-047b64c8751f · outbound

This paper cites Zero-skew clock routing trees with minimum wirelength,.

GATMesh: Clock Mesh Timing Analysis using Graph Neural Networks Zero-skew clock routing trees with minimum wirelength,

Reference 20

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation ddfe6438-b809-42db-8e51-7a6a1310c905 · outbound

This paper cites Zero skew clock net routing,.

GATMesh: Clock Mesh Timing Analysis using Graph Neural Networks Zero skew clock net routing,

Reference 21

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No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation b388850e-7e62-4083-92aa-633e17b76672 · outbound

This paper cites Zero skew clock-tree optimiza- tion with buffer insertion/sizing and wire sizing,.

GATMesh: Clock Mesh Timing Analysis using Graph Neural Networks Zero skew clock-tree optimiza- tion with buffer insertion/sizing and wire sizing,

Reference 22

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No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T19:26:05.443774Z digest=sha256:e4fa47f2d8fcdf93adf55c9e93c4a6f80f9f62520cf6ed5cb4e86a8aec56ab9c

Observation 95481fd3-7c63-4aaa-984a-24ca6d767778 · outbound

This paper cites Adam: A method for stochastic optimization,.

GATMesh: Clock Mesh Timing Analysis using Graph Neural Networks Adam: A method for stochastic optimization,

Reference 23

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:26:05.527737Z digest=sha256:e66e9c0aa2f5227d7f97844f33fc41a204d73c5ee232d1219189f9ac8e142f08

Observation c47e0057-7700-44c8-ab54-a05c6c99093c · outbound

This paper cites Fast and accurate deep network learning by exponential linear units (elus),.

GATMesh: Clock Mesh Timing Analysis using Graph Neural Networks Fast and accurate deep network learning by exponential linear units (elus),

Reference 24

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No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T19:26:05.602960Z digest=sha256:87fb5f0e7d32f887957618317cdd4651fcb1fed5c7a1ed1d327f7084d08a10e6

Observation be26d622-f11d-44ee-bbbd-3809a854fb95 · outbound

This paper cites PyTorch 2: Faster Machine Learning Through Dynamic Python Bytecode Transformation and Graph Compilation,.

GATMesh: Clock Mesh Timing Analysis using Graph Neural Networks PyTorch 2: Faster Machine Learning Through Dynamic Python Bytecode Transformation and Graph Compilation,

Reference 25

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:26:05.678496Z digest=sha256:4b82e43c2336cad8bb758388fe0f84d63ffdc9d0e5c6958a8a996814b67b45f2

Observation 25ca4e65-b17e-4cb5-87b3-90050255c3c3 · outbound

This paper cites Fast graph representation learning with PyTorch Geometric,.

GATMesh: Clock Mesh Timing Analysis using Graph Neural Networks Fast graph representation learning with PyTorch Geometric,

Reference 26

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:26:05.750990Z digest=sha256:244f14e377b17295214a90e5c9a2a39d867f85f30880f9a95b35ef8970b373d9

Observation 57e2351d-aa44-4f32-9f65-48308a1a538d · outbound

This paper cites ngspice – open source circuit simulator, version 42.

GATMesh: Clock Mesh Timing Analysis using Graph Neural Networks ngspice – open source circuit simulator, version 42

Reference 27

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Pith citing papers

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