Paper Citation Record · LEDGER

Graph Neural Network Surrogates for Contacting Deformable Bodies with Necessary and Sufficient Contact Detection

As of 15 August 2026, this Paper Citation Record lists 44 of 44 outbound references and 0 inbound Pith citation observations for arXiv:2507.13459.

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

pith.paper-citation-record.v1
2507.13459 v1

Coverage vector

measured 44 of 44 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T16:31:00.419830Z

measured 44 of 44 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 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

44 of 44 outbound references displayed

verified exact12
verified fuzzy4
unresolved21
parse uncertain0
malformed identifier2
metadata mismatch5

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation df740f02-32e9-476d-a949-a507c579c768 · outbound

This paper cites Zienkiewicz, R.

Graph Neural Network Surrogates for Contacting Deformable Bodies with Necessary and Sufficient Contact Detection Zienkiewicz, R

Reference 1

Resolution: verified exact; doi, observed 2026-08-06T16:31:00.777173Z

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.

Observation 0f68017a-26cc-4691-b403-35090579c7b5 · outbound

This paper cites Wriggers, Computational Contact Mechanics, Springer Berlin Heidelberg, Berlin, Heidelberg, 2006.doi:10.1007/ 978-3-540-32609-0.

Graph Neural Network Surrogates for Contacting Deformable Bodies with Necessary and Sufficient Contact Detection Wriggers, Computational Contact Mechanics, Springer Berlin Heidelberg, Berlin, Heidelberg, 2006.doi:10.1007/ 978-3-540-32609-0

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-06T16:31:00.278617Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e83cdcae-efb5-4446-ade3-fcfc5e334ebd · outbound

This paper cites an unresolved cited work.

Graph Neural Network Surrogates for Contacting Deformable Bodies with Necessary and Sufficient Contact Detection Unresolved cited work

Reference 3

Resolution: verified exact; doi, observed 2026-08-06T16:31:00.760538Z

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.

Observation ba80476b-d056-403f-8c7c-071b96c24ff4 · outbound

This paper cites Kumar, D.

Graph Neural Network Surrogates for Contacting Deformable Bodies with Necessary and Sufficient Contact Detection Kumar, D

Reference 4

Resolution: verified exact; doi, observed 2026-08-06T16:31:00.749090Z

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.

Observation a6fc3ff0-3d0e-4214-8947-7ea6eff666d3 · outbound

This paper cites Goodbrake, S.

Graph Neural Network Surrogates for Contacting Deformable Bodies with Necessary and Sufficient Contact Detection Goodbrake, S

Reference 5

Resolution: metadata mismatch; raw_fallback, observed 2026-08-06T16:31:01.276252Z

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.

Observation c921f3fe-e5e1-47f5-908c-c0377bdebf36 · outbound

This paper cites Padula, M.

Graph Neural Network Surrogates for Contacting Deformable Bodies with Necessary and Sufficient Contact Detection Padula, M

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-06T16:31:00.292872Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 86eb8802-baee-4b90-8bc0-53a28edd8cba · outbound

This paper cites Ghattas, K.

Graph Neural Network Surrogates for Contacting Deformable Bodies with Necessary and Sufficient Contact Detection Ghattas, K

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:31:01.336593Z

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.

Observation eb3f3051-dfc2-4746-b6b7-0220bb7627d2 · outbound

This paper cites Amsallem, M.

Graph Neural Network Surrogates for Contacting Deformable Bodies with Necessary and Sufficient Contact Detection Amsallem, M

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-06T16:31:00.299942Z

Source-reported events for the cited work

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Observation ef3fbe45-8b5e-4db5-be75-73135d418f82 · outbound

This paper cites Krenciszek, R.

Graph Neural Network Surrogates for Contacting Deformable Bodies with Necessary and Sufficient Contact Detection Krenciszek, R

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:31:01.325025Z

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.

Observation 627ea4bc-06ab-433d-a1a0-d19d21cdf819 · outbound

This paper cites Balajewicz, D.

Graph Neural Network Surrogates for Contacting Deformable Bodies with Necessary and Sufficient Contact Detection Balajewicz, D

Reference 10

Resolution: verified exact; doi, observed 2026-08-06T16:31:00.727969Z

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.

Observation 482dd071-babd-44c0-9129-018c0f1afac4 · outbound

This paper cites Fauque, I.

Graph Neural Network Surrogates for Contacting Deformable Bodies with Necessary and Sufficient Contact Detection Fauque, I

Reference 11

Resolution: verified exact; doi, observed 2026-08-06T16:31:00.718757Z

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.

Observation d4a17801-95cc-44d2-9fb6-bd70797bde3d · outbound

This paper cites Benaceur, A.

Graph Neural Network Surrogates for Contacting Deformable Bodies with Necessary and Sufficient Contact Detection Benaceur, A

Reference 12

Resolution: verified exact; doi, observed 2026-08-06T16:31:00.708114Z

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.

Observation 606ff40c-288f-4d3c-9e39-ad695aa1b0c6 · outbound

This paper cites an unresolved cited work.

Graph Neural Network Surrogates for Contacting Deformable Bodies with Necessary and Sufficient Contact Detection Unresolved cited work

Reference 13

Resolution: metadata mismatch; raw_fallback, observed 2026-08-06T16:31:01.209760Z

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.

Observation e2df57fe-1781-42fb-907f-6f45bd50a599 · outbound

This paper cites an unresolved cited work.

Graph Neural Network Surrogates for Contacting Deformable Bodies with Necessary and Sufficient Contact Detection Unresolved cited work

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-06T16:31:00.320914Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 21427e90-cfb2-413f-b720-443d8423e959 · outbound

This paper cites Sahin, M.

Graph Neural Network Surrogates for Contacting Deformable Bodies with Necessary and Sufficient Contact Detection Sahin, M

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-06T16:31:00.324863Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation af6465c8-6c8d-49fa-a59b-344378f3d7c8 · outbound

This paper cites Sahin, D.

Graph Neural Network Surrogates for Contacting Deformable Bodies with Necessary and Sufficient Contact Detection Sahin, D

Reference 16

Resolution: verified exact; doi, observed 2026-08-06T16:31:00.684684Z

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.

Observation 3f8bd4ec-b761-4d1c-ad6a-b6545a0c1795 · outbound

This paper cites Eskinazi, B.

Graph Neural Network Surrogates for Contacting Deformable Bodies with Necessary and Sufficient Contact Detection Eskinazi, B

Reference 17

Resolution: verified exact; doi, observed 2026-08-06T16:31:00.614201Z

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.

Observation ce1adaab-b665-4bae-815c-c8a01118dd0f · outbound

This paper cites Kalliorinne, R.

Graph Neural Network Surrogates for Contacting Deformable Bodies with Necessary and Sufficient Contact Detection Kalliorinne, R

Reference 18

Resolution: metadata mismatch; raw_fallback, observed 2026-08-06T16:31:01.127502Z

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.

Observation b62a07c5-39f0-4e84-8b36-d0a75518af15 · outbound

This paper cites Houssein, An artificial neural network for predicting the roles of contacting bodies in computational contact mechanics (2025).

Graph Neural Network Surrogates for Contacting Deformable Bodies with Necessary and Sufficient Contact Detection Houssein, An artificial neural network for predicting the roles of contacting bodies in computational contact mechanics (2025)

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:31:01.314621Z

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.

Observation b7e35a51-00f0-49a8-bc16-dad5011a50fc · outbound

This paper cites Data-Driven Surrogate Modeling Techniques to Predict the Effective Contact Area of Rough Surface Contact Problems.

Graph Neural Network Surrogates for Contacting Deformable Bodies with Necessary and Sufficient Contact Detection Data-Driven Surrogate Modeling Techniques to Predict the Effective Contact Area of Rough Surface Contact Problems

Reference 20

Resolution: verified exact; local_arxiv, observed 2026-08-06T16:31:00.601633Z

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.

Observation 4a6e1ee4-9d59-46bb-a19b-785ecd5120c8 · outbound

This paper cites an unresolved cited work.

Graph Neural Network Surrogates for Contacting Deformable Bodies with Necessary and Sufficient Contact Detection Unresolved cited work

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-06T16:31:00.346066Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4eddd2e7-febe-4335-b12a-fdc59bb06762 · outbound

This paper cites Relational inductive biases, deep learning, and graph networks.

Graph Neural Network Surrogates for Contacting Deformable Bodies with Necessary and Sufficient Contact Detection Relational inductive biases, deep learning, and graph networks

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-06T16:31:00.348774Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9a7f826c-a744-41b3-bf95-657bde7eec88 · outbound

This paper cites Interaction Networks for Learning about Objects, Relations and Physics.

Graph Neural Network Surrogates for Contacting Deformable Bodies with Necessary and Sufficient Contact Detection Interaction Networks for Learning about Objects, Relations and Physics

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-06T16:31:00.352554Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a671fdaf-0abf-4e7a-9392-dab7037b262f · outbound

This paper cites Learning to Simulate Complex Physics with Graph Networks.

Graph Neural Network Surrogates for Contacting Deformable Bodies with Necessary and Sufficient Contact Detection Learning to Simulate Complex Physics with Graph Networks

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-06T16:31:00.356393Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5964e14a-f838-4477-92e2-b3c2493bb895 · outbound

This paper cites Flexible Neural Representation for Physics Prediction.

Graph Neural Network Surrogates for Contacting Deformable Bodies with Necessary and Sufficient Contact Detection Flexible Neural Representation for Physics Prediction

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-06T16:31:00.359601Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a5726e30-25d9-4957-a15b-b90c2d11c190 · outbound

This paper cites Combining Differentiable PDE Solvers and Graph Neural Networks for Fluid Flow Prediction.

Graph Neural Network Surrogates for Contacting Deformable Bodies with Necessary and Sufficient Contact Detection Combining Differentiable PDE Solvers and Graph Neural Networks for Fluid Flow Prediction

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-06T16:31:00.363975Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d1f57906-59ad-42e8-9cf7-309ebb4d3f10 · outbound

This paper cites Dalton, H.

Graph Neural Network Surrogates for Contacting Deformable Bodies with Necessary and Sufficient Contact Detection Dalton, H

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-06T16:31:00.367698Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2044675b-9799-40dd-a115-ec99cc92e705 · outbound

This paper cites Dalton, A.

Graph Neural Network Surrogates for Contacting Deformable Bodies with Necessary and Sufficient Contact Detection Dalton, A

Reference 28

Resolution: malformed identifier; raw_fallback, observed 2026-08-06T16:31:01.303060Z

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.

Observation f074ff74-db84-40d4-a83c-bb1770f75656 · outbound

This paper cites Learning Mesh-Based Simulation with Graph Networks.

Graph Neural Network Surrogates for Contacting Deformable Bodies with Necessary and Sufficient Contact Detection Learning Mesh-Based Simulation with Graph Networks

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-06T16:31:00.373753Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 25b12d42-6aeb-43db-9e6d-51dbcbb05aa2 · outbound

This paper cites Learning rigid dynamics with face interaction graph networks.

Graph Neural Network Surrogates for Contacting Deformable Bodies with Necessary and Sufficient Contact Detection Learning rigid dynamics with face interaction graph networks

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-06T16:31:00.376897Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f5fc1aba-3f72-449d-8398-68c885e25d45 · outbound

This paper cites an unresolved cited work.

Graph Neural Network Surrogates for Contacting Deformable Bodies with Necessary and Sufficient Contact Detection Unresolved cited work

Reference 31

Resolution: verified exact; doi, observed 2026-08-06T16:31:00.516812Z

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.

Observation 36966ccf-71d7-484c-ba5f-2efa8a3dce5c · outbound

This paper cites an unresolved cited work.

Graph Neural Network Surrogates for Contacting Deformable Bodies with Necessary and Sufficient Contact Detection Unresolved cited work

Reference 32

Resolution: verified exact; doi, observed 2026-08-06T16:31:00.505572Z

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.

Observation 7f3321ca-d412-4f05-93fd-f0ad9f197ba6 · outbound

This paper cites an unresolved cited work.

Graph Neural Network Surrogates for Contacting Deformable Bodies with Necessary and Sufficient Contact Detection Unresolved cited work

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-06T16:31:00.387225Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 08a6664e-6d96-45ad-9157-d97da4ceeb9a · outbound

This paper cites an unresolved cited work.

Graph Neural Network Surrogates for Contacting Deformable Bodies with Necessary and Sufficient Contact Detection Unresolved cited work

Reference 34

Resolution: metadata mismatch; raw_fallback, observed 2026-08-06T16:31:00.912999Z

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.

Observation 73066855-8152-4f75-a980-55999855fc80 · outbound

This paper cites an unresolved cited work.

Graph Neural Network Surrogates for Contacting Deformable Bodies with Necessary and Sufficient Contact Detection Unresolved cited work

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-06T16:31:00.392878Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 12605b16-351f-4a2f-8997-5b0f19d8bdce · outbound

This paper cites Yuksel, A Fast & Robust Solution for Cubic & Higher-Order Polynomials, in: Special Interest Group on Computer Graphics and Interactive Techniques Conference Talks, ACM, 2022, pp.

Graph Neural Network Surrogates for Contacting Deformable Bodies with Necessary and Sufficient Contact Detection Yuksel, A Fast & Robust Solution for Cubic & Higher-Order Polynomials, in: Special Interest Group on Computer Graphics and Interactive Techniques Conference Talks, ACM, 2022, pp

Reference 36

Resolution: metadata mismatch; raw_fallback, observed 2026-08-06T16:31:00.835951Z

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.

Observation 604c5607-1b5c-4391-8624-8c2ca92c2584 · outbound

This paper cites Paszke, S.

Graph Neural Network Surrogates for Contacting Deformable Bodies with Necessary and Sufficient Contact Detection Paszke, S

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-06T16:31:00.398550Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation efa364a4-318e-4e47-9f35-fada6a1ed06c · outbound

This paper cites Fast Graph Representation Learning with PyTorch Geometric.

Graph Neural Network Surrogates for Contacting Deformable Bodies with Necessary and Sufficient Contact Detection Fast Graph Representation Learning with PyTorch Geometric

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-06T16:31:00.401209Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0b7bd7d6-9c80-47cc-83cb-203359b233c6 · outbound

This paper cites Adam: A Method for Stochastic Optimization.

Graph Neural Network Surrogates for Contacting Deformable Bodies with Necessary and Sufficient Contact Detection Adam: A Method for Stochastic Optimization

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-06T16:31:00.404229Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5bd3d780-cf2f-4cd2-b0c3-03806ccdbfcb · outbound

This paper cites an unresolved cited work.

Graph Neural Network Surrogates for Contacting Deformable Bodies with Necessary and Sufficient Contact Detection Unresolved cited work

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-06T16:31:00.407560Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c195d27d-0884-4d07-8dd6-c98ba1dd701f · outbound

This paper cites an unresolved cited work.

Graph Neural Network Surrogates for Contacting Deformable Bodies with Necessary and Sufficient Contact Detection Unresolved cited work

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-06T16:31:00.410610Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c8dce4e2-46ff-440c-8315-873db33181c8 · outbound

This paper cites Thubrikar, The Aortic Valve, Routledge, 2017.doi:10.4324/9780203737163.

Graph Neural Network Surrogates for Contacting Deformable Bodies with Necessary and Sufficient Contact Detection Thubrikar, The Aortic Valve, Routledge, 2017.doi:10.4324/9780203737163

Reference 42

Resolution: verified exact; doi, observed 2026-08-06T16:31:00.455839Z

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.

Observation 63073c0e-a6ab-4745-b282-a607cc601319 · outbound

This paper cites an unresolved cited work.

Graph Neural Network Surrogates for Contacting Deformable Bodies with Necessary and Sufficient Contact Detection Unresolved cited work

Reference 43

Resolution: malformed identifier; doi_truncated, observed 2026-08-06T16:31:00.444082Z

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.

Observation dd2d0e8a-2558-4722-87a3-b7ede28fad64 · outbound

This paper cites Standring (Ed.), Gray’s anatomy: The Anatomical Basis of Clinical Practice, forty-first edition Edition, Elsevier Limited, 2016.

Graph Neural Network Surrogates for Contacting Deformable Bodies with Necessary and Sufficient Contact Detection Standring (Ed.), Gray’s anatomy: The Anatomical Basis of Clinical Practice, forty-first edition Edition, Elsevier Limited, 2016

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:31:01.285613Z

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.

Pith citing papers

No inbound Pith citation observations are available.