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Paper Citation Record · LEDGER

Wall Shear Stress Estimation in Abdominal Aortic Aneurysms: Towards Generalisable Neural Surrogate Models

As of 18 August 2026, this Paper Citation Record lists 77 of 77 outbound references and 0 inbound Pith citation observations for arXiv:2507.22817.

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pith.paper-citation-record.v1
2507.22817 v1

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measured 77 of 77 reference resolution

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Outbound references

Observation ce826538-ddaa-46cc-9c2d-dc75f331a402 · outbound

This paper cites (Eds.), Statistical Atlases and Computational Models of the Heart.

Wall Shear Stress Estimation in Abdominal Aortic Aneurysms: Towards Generalisable Neural Surrogate Models (Eds.), Statistical Atlases and Computational Models of the Heart

Reference 1

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This paper cites Geometric deep learning for local growth prediction on abdominal aortic aneurysm surfaces.

Wall Shear Stress Estimation in Abdominal Aortic Aneurysms: Towards Generalisable Neural Surrogate Models Geometric deep learning for local growth prediction on abdominal aortic aneurysm surfaces

Reference 2

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This paper cites SIRE: Scale-invariant, rotation-equivariant estimation of artery orientations using graph neural networks.

Wall Shear Stress Estimation in Abdominal Aortic Aneurysms: Towards Generalisable Neural Surrogate Models SIRE: Scale-invariant, rotation-equivariant estimation of artery orientations using graph neural networks

Reference 3

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This paper cites Universal physics transformers: A framework for efficiently scaling neural operators, in: The Thirty-eighth Annual ConferenceonNeuralInformationProcessingSystems.

Wall Shear Stress Estimation in Abdominal Aortic Aneurysms: Towards Generalisable Neural Surrogate Models Universal physics transformers: A framework for efficiently scaling neural operators, in: The Thirty-eighth Annual ConferenceonNeuralInformationProcessingSystems

Reference 4

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Observation 9a6eeafd-478c-41d6-9010-cea414f7affb · outbound

This paper cites Abdominal aortic aneurysm screening is safe yet lacks effectiveness.

Wall Shear Stress Estimation in Abdominal Aortic Aneurysms: Towards Generalisable Neural Surrogate Models Abdominal aortic aneurysm screening is safe yet lacks effectiveness

Reference 5

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This paper cites Ma- chine Learning for Cardiovascular Biomechanics Modeling: Chal- lenges and Beyond.

Wall Shear Stress Estimation in Abdominal Aortic Aneurysms: Towards Generalisable Neural Surrogate Models Ma- chine Learning for Cardiovascular Biomechanics Modeling: Chal- lenges and Beyond

Reference 6

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This paper cites NeuralCFD: Deep Learning on High-Fidelity AutomotiveAerodynamicsSimulations.URL: http://arxiv.org/abs/ 2502.09692, doi:10.48550/arXiv.2502.09692.

Wall Shear Stress Estimation in Abdominal Aortic Aneurysms: Towards Generalisable Neural Surrogate Models NeuralCFD: Deep Learning on High-Fidelity AutomotiveAerodynamicsSimulations.URL: http://arxiv.org/abs/ 2502.09692, doi:10.48550/arXiv.2502.09692

Reference 7

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This paper cites Low wall shear stress predominates at sites of abdominal aor- tic aneurysm rupture.

Wall Shear Stress Estimation in Abdominal Aortic Aneurysms: Towards Generalisable Neural Surrogate Models Low wall shear stress predominates at sites of abdominal aor- tic aneurysm rupture

Reference 8

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This paper cites Geometricandphysicalquantitiesimprovee(3)equivariant messagepassing,in:InternationalConferenceonLearningRepresen- tations.

Wall Shear Stress Estimation in Abdominal Aortic Aneurysms: Towards Generalisable Neural Surrogate Models Geometricandphysicalquantitiesimprovee(3)equivariant messagepassing,in:InternationalConferenceonLearningRepresen- tations

Reference 9

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Observation dddfe96d-c2a7-451c-be49-c1455b6e97e0 · outbound

This paper cites Does equivariance matter at scale?.

Wall Shear Stress Estimation in Abdominal Aortic Aneurysms: Towards Generalisable Neural Surrogate Models Does equivariance matter at scale?

Reference 10

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This paper cites Geometric algebra transformer, in: Thirty-seventh Conference on Neural Infor- mationProcessingSystems.

Wall Shear Stress Estimation in Abdominal Aortic Aneurysms: Towards Generalisable Neural Surrogate Models Geometric algebra transformer, in: Thirty-seventh Conference on Neural Infor- mationProcessingSystems

Reference 11

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This paper cites A Review of Computational Methods to Predict the Risk of Rupture of AbdominalAorticAneurysms.

Wall Shear Stress Estimation in Abdominal Aortic Aneurysms: Towards Generalisable Neural Surrogate Models A Review of Computational Methods to Predict the Risk of Rupture of AbdominalAorticAneurysms

Reference 12

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This paper cites A Review of Biological Factors Impli- cated in Abdominal Aortic Aneurysm Rupture.

Wall Shear Stress Estimation in Abdominal Aortic Aneurysms: Towards Generalisable Neural Surrogate Models A Review of Biological Factors Impli- cated in Abdominal Aortic Aneurysm Rupture

Reference 13

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Observation 23afb857-39b6-48c0-9017-7158b8dd57cf · outbound

This paper cites The heat method for distance computation.

Wall Shear Stress Estimation in Abdominal Aortic Aneurysms: Towards Generalisable Neural Surrogate Models The heat method for distance computation

Reference 14

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Observation 9ae88fde-f231-4926-bc43-80d29936f221 · outbound

This paper cites Autopsy study of unoperated abdominal aortic aneurysms: The case for early resection.

Wall Shear Stress Estimation in Abdominal Aortic Aneurysms: Towards Generalisable Neural Surrogate Models Autopsy study of unoperated abdominal aortic aneurysms: The case for early resection

Reference 15

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This paper cites Endothelial Dysfunction in the Pathogenesis of Abdominal Aortic Aneurysm.

Wall Shear Stress Estimation in Abdominal Aortic Aneurysms: Towards Generalisable Neural Surrogate Models Endothelial Dysfunction in the Pathogenesis of Abdominal Aortic Aneurysm

Reference 16

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This paper cites Rapid wall shear stress predic- tion for aortic aneurysms using deep learning: a fast alternative to CFD.

Wall Shear Stress Estimation in Abdominal Aortic Aneurysms: Towards Generalisable Neural Surrogate Models Rapid wall shear stress predic- tion for aortic aneurysms using deep learning: a fast alternative to CFD

Reference 17

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Wall Shear Stress Estimation in Abdominal Aortic Aneurysms: Towards Generalisable Neural Surrogate Models Unresolved cited work

Reference 18

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Observation 2784925d-5b9f-45b2-a2e2-0d896c33a0fd · outbound

This paper cites A Novel Strategy to Translate the Biomechanical Rupture Risk of Abdominal Aortic Aneurysms to their Equivalent Diameter Risk: Method and Retrospective Val- idation.

Wall Shear Stress Estimation in Abdominal Aortic Aneurysms: Towards Generalisable Neural Surrogate Models A Novel Strategy to Translate the Biomechanical Rupture Risk of Abdominal Aortic Aneurysms to their Equivalent Diameter Risk: Method and Retrospective Val- idation

Reference 19

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Observation bbca6217-7630-4d44-8a36-e6f72489d364 · outbound

This paper cites Endothelial dysfunction in cardiovascular diseases: mech- anisms and in vitro models.

Wall Shear Stress Estimation in Abdominal Aortic Aneurysms: Towards Generalisable Neural Surrogate Models Endothelial dysfunction in cardiovascular diseases: mech- anisms and in vitro models

Reference 20

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correction dated 2025-09-18. Source: crossref record 10.1007/s11010-025-05390-0->10.1007/s11010-025-05289-w:correction, observed 2026-07-11T02:55:39.518749+00:00. This notice travels one citation hop only.

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Observation f8a2a00f-566b-4da1-adef-4b6043d57e37 · outbound

This paper cites Gauge equiv- ariant mesh cnns: Anisotropic convolutions on geometric graphs, in: International Conference on Learning Representations.

Wall Shear Stress Estimation in Abdominal Aortic Aneurysms: Towards Generalisable Neural Surrogate Models Gauge equiv- ariant mesh cnns: Anisotropic convolutions on geometric graphs, in: International Conference on Learning Representations

Reference 21

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Observation a5edaf9b-7366-472f-b710-07f51d13e6a8 · outbound

This paper cites ADeepLearn- ing Approach to Predict Abdominal Aortic Aneurysm Expansion Using Longitudinal Data.

Wall Shear Stress Estimation in Abdominal Aortic Aneurysms: Towards Generalisable Neural Surrogate Models ADeepLearn- ing Approach to Predict Abdominal Aortic Aneurysm Expansion Using Longitudinal Data

Reference 22

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This paper cites Suggested standards for reporting on arterial aneurysms.

Wall Shear Stress Estimation in Abdominal Aortic Aneurysms: Towards Generalisable Neural Surrogate Models Suggested standards for reporting on arterial aneurysms

Reference 23

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This paper cites Deep Learning on Multiphysical Features and Hemodynamic Modeling for Abdominal Aortic Aneurysm Growth Prediction.

Wall Shear Stress Estimation in Abdominal Aortic Aneurysms: Towards Generalisable Neural Surrogate Models Deep Learning on Multiphysical Features and Hemodynamic Modeling for Abdominal Aortic Aneurysm Growth Prediction

Reference 24

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This paper cites Prediction of 3D Cardiovascular hemodynamics before and after coronary artery bypass surgery via deep learning.

Wall Shear Stress Estimation in Abdominal Aortic Aneurysms: Towards Generalisable Neural Surrogate Models Prediction of 3D Cardiovascular hemodynamics before and after coronary artery bypass surgery via deep learning

Reference 25

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This paper cites A deep learning approach to estimate stress distribution: a fast and accurate surrogate offinite-elementanalysis.

Wall Shear Stress Estimation in Abdominal Aortic Aneurysms: Towards Generalisable Neural Surrogate Models A deep learning approach to estimate stress distribution: a fast and accurate surrogate offinite-elementanalysis

Reference 26

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This paper cites Journal of Biomechanics 99, 109544.

Wall Shear Stress Estimation in Abdominal Aortic Aneurysms: Towards Generalisable Neural Surrogate Models Journal of Biomechanics 99, 109544

Reference 27

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Observation f46db450-97c8-4819-ad12-1dfd1b31243a · outbound

This paper cites Global Burden of Cardiovascular Dis- eases and Risks Collaboration, 1990-2021.

Wall Shear Stress Estimation in Abdominal Aortic Aneurysms: Towards Generalisable Neural Surrogate Models Global Burden of Cardiovascular Dis- eases and Risks Collaboration, 1990-2021

Reference 28

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Observation 0dda8909-8b15-4c20-bf07-8c64f570ea2a · outbound

This paper cites An artificial intelligence-based platform for automatically estimating time-averaged wall shear stress in the ascending aorta.

Wall Shear Stress Estimation in Abdominal Aortic Aneurysms: Towards Generalisable Neural Surrogate Models An artificial intelligence-based platform for automatically estimating time-averaged wall shear stress in the ascending aorta

Reference 29

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This paper cites A Comprehensive Review on Com- putational Analysis, Research Advances, and Major Findings on Ab- dominalAorticAneurysmsfortheYears2021to2023.AnnalsofVas- cular Surgery 110, 63–81.

Wall Shear Stress Estimation in Abdominal Aortic Aneurysms: Towards Generalisable Neural Surrogate Models A Comprehensive Review on Com- putational Analysis, Research Advances, and Major Findings on Ab- dominalAorticAneurysmsfortheYears2021to2023.AnnalsofVas- cular Surgery 110, 63–81

Reference 30

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Observation 6aadaddd-c405-4a2b-88c7-82adae8150a8 · outbound

This paper cites Local Diameter, Wall Stress, and Thrombus Thickness Influence the Local Growth of Abdominal Aortic Aneurysms.

Wall Shear Stress Estimation in Abdominal Aortic Aneurysms: Towards Generalisable Neural Surrogate Models Local Diameter, Wall Stress, and Thrombus Thickness Influence the Local Growth of Abdominal Aortic Aneurysms

Reference 31

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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.

source=pdf_text observed=2026-08-06T11:23:50.126608Z digest=sha256:02a9cf31eb35e4f02161356902f3482da6321ef7ba7432725ef011aaa123eb1a

Observation fdf66b63-99a8-4486-b78c-4ff0218bb6a8 · outbound

This paper cites Discrete Differential-Geometry Operators for Triangulated 2-Manifolds, in: Hege, H.C., Polthier, K.

Wall Shear Stress Estimation in Abdominal Aortic Aneurysms: Towards Generalisable Neural Surrogate Models Discrete Differential-Geometry Operators for Triangulated 2-Manifolds, in: Hege, H.C., Polthier, K

Reference 32

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doi, observed 2026-08-06T11:23:58.155286Z

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 083428e4-1e37-4b5b-aa92-4a7f9bec9d59 · outbound

This paper cites Deep Learning Framework for Real-Time Estimation of in-silico Thrombotic Risk Indices in the Left Atrial Appendage.

Wall Shear Stress Estimation in Abdominal Aortic Aneurysms: Towards Generalisable Neural Surrogate Models Deep Learning Framework for Real-Time Estimation of in-silico Thrombotic Risk Indices in the Left Atrial Appendage

Reference 33

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raw_fallback, observed 2026-08-06T11:24:03.093338Z

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=2026-08-06T11:23:50.297447Z digest=sha256:a47e1286641401379ccfce4750714bc45703db69b33f43bcaf095bb817d55e30

Observation 690e19d3-74f0-4c1b-9231-d99c85614bca · outbound

This paper cites an unresolved cited work.

Wall Shear Stress Estimation in Abdominal Aortic Aneurysms: Towards Generalisable Neural Surrogate Models Unresolved cited work

Reference 34

Resolution
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raw_fallback, observed 2026-08-06T11:24:02.862151Z

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=2026-08-06T11:23:50.435571Z digest=sha256:4d09eba58b091c72e3e31478286c699ade9e40a29d3a42c6d0b2a208a82bf78b

Observation 4b086a64-1ab5-43df-a397-877c50232a28 · outbound

This paper cites Cardiovascular Disease.

Wall Shear Stress Estimation in Abdominal Aortic Aneurysms: Towards Generalisable Neural Surrogate Models Cardiovascular Disease

Reference 35

Resolution
verified exact
doi, observed 2026-08-06T11:23:57.908793Z

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=2026-08-06T11:23:50.536492Z digest=sha256:90adc0edbf21a4b2b326e12b13a93e05ad7e355470d7f35813322e2eb389fa4d

Observation 8b5f898d-5b8e-4c56-af5a-c2e970860508 · outbound

This paper cites Learning hemodynamic scalar fields on coronary artery meshes: A benchmark of geometric deep learning models.

Wall Shear Stress Estimation in Abdominal Aortic Aneurysms: Towards Generalisable Neural Surrogate Models Learning hemodynamic scalar fields on coronary artery meshes: A benchmark of geometric deep learning models

Reference 36

Resolution
unresolved
no resolver link, observed 2026-08-06T11:23:50.650669Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T11:23:50.650669Z digest=sha256:e7ce41fa93988192f1514fb973ed3b8111547997332172bf0b7381cdec118837

Observation a5d52141-aa3b-43aa-8ca5-66ffbf08f15d · outbound

This paper cites an unresolved cited work.

Wall Shear Stress Estimation in Abdominal Aortic Aneurysms: Towards Generalisable Neural Surrogate Models Unresolved cited work

Reference 37

Resolution
unresolved
raw_fallback, observed 2026-08-06T11:24:07.053424Z

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=2026-08-06T11:23:50.780041Z digest=sha256:574e2745cd9d19d8f356ff8f8d8987db2f9ac3363fe219e993830f58e5f3c29f

Observation 3b5e17fd-5ed9-47d4-a250-46aa8a7a2165 · outbound

This paper cites PointNet++: Deep Hierarchical Feature Learning on Point Sets in a Metric Space.

Wall Shear Stress Estimation in Abdominal Aortic Aneurysms: Towards Generalisable Neural Surrogate Models PointNet++: Deep Hierarchical Feature Learning on Point Sets in a Metric Space

Reference 38

Resolution
unresolved
no resolver link, observed 2026-08-06T11:23:51.050649Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T11:23:51.050649Z digest=sha256:bf95d8f9fd8659ce63ae330ce08916e0ecc0eda5a4da36cbf5fd195334eb7b1b

Observation 199e397b-3d5a-4b31-a5d9-9d069de63bb9 · outbound

This paper cites British Journal of Surgery 100, 1405–1413.

Wall Shear Stress Estimation in Abdominal Aortic Aneurysms: Towards Generalisable Neural Surrogate Models British Journal of Surgery 100, 1405–1413

Reference 39

Resolution
verified exact
doi, observed 2026-08-06T11:23:57.387388Z

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=2026-08-06T11:23:51.189193Z digest=sha256:02f010143bf4749a6853b0223c10bd2d3ae21fb3e3ab15720bae79aea57d4b35

Observation 24f33f5a-ff36-4b46-a2f3-734618c18158 · outbound

This paper cites Wall Shear Stress – an Important Determinant of Endothelial Cell Function and Structure – in the Arterial System in vivo: Discrepancies with Theory.

Wall Shear Stress Estimation in Abdominal Aortic Aneurysms: Towards Generalisable Neural Surrogate Models Wall Shear Stress – an Important Determinant of Endothelial Cell Function and Structure – in the Arterial System in vivo: Discrepancies with Theory

Reference 40

Resolution
verified exact
doi, observed 2026-08-06T11:23:57.083763Z

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=2026-08-06T11:23:51.261401Z digest=sha256:97dd4a14a07f30a3eb7b91c5d3dd5950d9486555f7a922018ac18947ad2d46f4

Observation ba49ea83-3a1d-407d-9632-46d0607967c6 · outbound

This paper cites AAA-100: A curated dataset of 3d watertight abdominal aortic aneurysm models.

Wall Shear Stress Estimation in Abdominal Aortic Aneurysms: Towards Generalisable Neural Surrogate Models AAA-100: A curated dataset of 3d watertight abdominal aortic aneurysm models

Reference 41

Resolution
verified exact
doi, observed 2026-08-06T11:23:56.874727Z

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=2026-08-06T11:23:51.362534Z digest=sha256:b07eaee32a05430d24a0cdfe86b9cd747d654fee18060a9dfb7b399121abca9d

Observation f4857a13-fd61-42b5-927c-b59fc8581972 · outbound

This paper cites an unresolved cited work.

Wall Shear Stress Estimation in Abdominal Aortic Aneurysms: Towards Generalisable Neural Surrogate Models Unresolved cited work

Reference 42

Resolution
unresolved
raw_fallback, observed 2026-08-06T11:24:06.802970Z

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=2026-08-06T11:23:51.474163Z digest=sha256:2334a0538dc2456f216153e7b2521b7322fb36f149a3c4ae2a4fc27f7502dc94

Observation a3e0513b-d7cf-4b7f-a330-97dc0f26cdac · outbound

This paper cites an unresolved cited work.

Wall Shear Stress Estimation in Abdominal Aortic Aneurysms: Towards Generalisable Neural Surrogate Models Unresolved cited work

Reference 43

Resolution
unresolved
no resolver link, observed 2026-08-06T11:23:51.617560Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T11:23:51.617560Z digest=sha256:69a24e77746f5df3224457b5331a3556a842bb31634cb10565609e6c725ba901

Observation 086892f5-4d5d-4d9e-820f-a0906fabd800 · outbound

This paper cites Active Learning for Deep Learning-Based Hemodynamic Parameter Estimation.

Wall Shear Stress Estimation in Abdominal Aortic Aneurysms: Towards Generalisable Neural Surrogate Models Active Learning for Deep Learning-Based Hemodynamic Parameter Estimation

Reference 44

Resolution
verified exact
local_arxiv, observed 2026-08-06T11:24:02.416649Z

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=2026-08-06T11:23:51.787869Z digest=sha256:d0ede1a1bfd4bb22900d51a217088b6fa512e10a16c7970a553cce303efb267f

Observation 23dca66d-51f7-4787-83ca-e6f7f15f77d8 · outbound

This paper cites The Vector Heat Method.

Wall Shear Stress Estimation in Abdominal Aortic Aneurysms: Towards Generalisable Neural Surrogate Models The Vector Heat Method

Reference 45

Resolution
unresolved
no resolver link, observed 2026-08-06T11:23:51.953176Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T11:23:51.953176Z digest=sha256:d7c5aae5505cf9c4ac7ff92aef4b9d006678c44b72dadc674c0d92b92b32c5c7

Observation 471dd288-2e08-4d27-9594-90e9878b00c4 · outbound

This paper cites Tetgen, a delaunay-based quality tetrahedral mesh generator.

Wall Shear Stress Estimation in Abdominal Aortic Aneurysms: Towards Generalisable Neural Surrogate Models Tetgen, a delaunay-based quality tetrahedral mesh generator

Reference 46

Resolution
unresolved
no resolver link, observed 2026-08-06T11:23:52.064153Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T11:23:52.064153Z digest=sha256:43e9be07519a468bb3dca461934133fd72e3d3e2d092722991a97e87dbba78af

Observation 52dcd63f-4e89-4837-9aca-9138024a2dbe · outbound

This paper cites an unresolved cited work.

Wall Shear Stress Estimation in Abdominal Aortic Aneurysms: Towards Generalisable Neural Surrogate Models Unresolved cited work

Reference 47

Resolution
unresolved
raw_fallback, observed 2026-08-06T11:24:06.395003Z

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=2026-08-06T11:23:52.187171Z digest=sha256:60b7752e18d6d5ccc8b9d806129ccccac708a4045d5be902743ba67fec084425

Observation 5839fdf7-bea7-4812-9240-da6235beba66 · outbound

This paper cites CFD Modelling of Abdominal Aortic Aneurysm on Hemodynamic Loads Using a Realistic Geometry with CT.

Wall Shear Stress Estimation in Abdominal Aortic Aneurysms: Towards Generalisable Neural Surrogate Models CFD Modelling of Abdominal Aortic Aneurysm on Hemodynamic Loads Using a Realistic Geometry with CT

Reference 48

Resolution
verified exact
doi, observed 2026-08-06T11:23:56.425687Z

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=2026-08-06T11:23:52.412299Z digest=sha256:190d70e53ab09748c691fa4277872f697da519b1a8a7bdfc0eb2dc42b391d4af

Observation e01d57a8-7020-452e-a312-bb47eb37d1d1 · outbound

This paper cites Biomechanical changes during abdominal aortic aneurysm growth.

Wall Shear Stress Estimation in Abdominal Aortic Aneurysms: Towards Generalisable Neural Surrogate Models Biomechanical changes during abdominal aortic aneurysm growth

Reference 49

Resolution
malformed identifier
raw_fallback, observed 2026-08-06T11:24:06.184988Z

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=2026-08-06T11:23:52.593035Z digest=sha256:87689cb34bfa5806edb19673fbe0bba7b6149111b3b5608b57526245f32cd0f8

Observation ff90d8e1-914f-4ac0-929f-970e5ca25053 · outbound

This paper cites Computers in Biology and Medicine 126, 104038.

Wall Shear Stress Estimation in Abdominal Aortic Aneurysms: Towards Generalisable Neural Surrogate Models Computers in Biology and Medicine 126, 104038

Reference 50

Resolution
metadata mismatch
raw_fallback, observed 2026-08-06T11:24:02.169056Z

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=2026-08-06T11:23:52.676743Z digest=sha256:93d92a5d171cd7980fbd48e10dab87a4c8500cc1391300bfc2b1626fa35f4931

Observation e9a85c10-ec20-40f2-9fa3-fff0d9bfcbde · outbound

This paper cites Physics-informed graph neural networks for flow field estimation in carotid arteries.

Wall Shear Stress Estimation in Abdominal Aortic Aneurysms: Towards Generalisable Neural Surrogate Models Physics-informed graph neural networks for flow field estimation in carotid arteries

Reference 51

Resolution
verified exact
raw_fallback, observed 2026-08-06T11:24:01.875631Z

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=2026-08-06T11:23:52.789342Z digest=sha256:438b2bcdd625ec0c0a2f8bd5686d70bc26992ee0115efc9cdc75e7d2ff388fab

Observation 40a7fac6-b7be-476e-b573-7392d5715999 · outbound

This paper cites SE(3) Symmetry Lets Graph Neural Networks Learn Arterial Velocity Estimation from SmallDatasets,in:Bernard,O.,Clarysse,P.,Duchateau,N.,Ohayon, J., Viallon, M.

Wall Shear Stress Estimation in Abdominal Aortic Aneurysms: Towards Generalisable Neural Surrogate Models SE(3) Symmetry Lets Graph Neural Networks Learn Arterial Velocity Estimation from SmallDatasets,in:Bernard,O.,Clarysse,P.,Duchateau,N.,Ohayon, J., Viallon, M

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T11:24:05.903561Z

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=2026-08-06T11:23:52.936649Z digest=sha256:e2b861bc7a11a15b7ef7a383769a8a1989bf4c614a28a7faff33d498d3aabe60

Observation d40361f4-cd3a-404a-a4f5-d298165721a6 · outbound

This paper cites Geometric algebratransformersforlarge3dmeshesviacross-attention,in:ICML 2024 Workshop on Geometry-grounded Representation Learning and Generative Modeling.

Wall Shear Stress Estimation in Abdominal Aortic Aneurysms: Towards Generalisable Neural Surrogate Models Geometric algebratransformersforlarge3dmeshesviacross-attention,in:ICML 2024 Workshop on Geometry-grounded Representation Learning and Generative Modeling

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T11:24:05.685418Z

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=2026-08-06T11:23:53.250975Z digest=sha256:119b3c1e43330dc0b86ddb5a6e286893dcd17999a2ffc54d5a66045b5e84fbaf

Observation fd1f2e8f-9fe2-433f-ad10-c13515744e1a · outbound

This paper cites Mesh neural networks for SE(3)-equivariant hemodynamics estima- tion on the artery wall.

Wall Shear Stress Estimation in Abdominal Aortic Aneurysms: Towards Generalisable Neural Surrogate Models Mesh neural networks for SE(3)-equivariant hemodynamics estima- tion on the artery wall

Reference 54

Resolution
unresolved
no resolver link, observed 2026-08-06T11:23:53.321198Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T11:23:53.321198Z digest=sha256:8cd55c0238f0810cb856f407f9ec2c4d2bfedaac77f78a1af3837ef21cb35b70

Observation 81c2bd29-00d4-475a-ae8c-1d354262f8ab · outbound

This paper cites Annals of Surgery 277, 912–919.

Wall Shear Stress Estimation in Abdominal Aortic Aneurysms: Towards Generalisable Neural Surrogate Models Annals of Surgery 277, 912–919

Reference 55

Resolution
verified exact
doi, observed 2026-08-06T11:23:56.574473Z

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=2026-08-06T11:23:52.294341Z digest=sha256:b9a8374efc0ddb46ff4f82b48679fe9274ae4a4d555b25d3e6558cc1a394b632

Observation 0ef21d73-d5ae-439a-8e21-78ff810c07a0 · outbound

This paper cites Deep vectorised operators for pulsatile hemodynamics estimation in coronary arteries from a steady-state prior.

Wall Shear Stress Estimation in Abdominal Aortic Aneurysms: Towards Generalisable Neural Surrogate Models Deep vectorised operators for pulsatile hemodynamics estimation in coronary arteries from a steady-state prior

Reference 56

Resolution
verified exact
local_arxiv, observed 2026-08-06T11:24:01.636375Z

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=2026-08-06T11:23:53.435804Z digest=sha256:394e0c10d1b7fc06255639df8eed79da6e61c5eb1d7f92b97e1f3367607bee79

Observation 7186c545-2a98-4711-8593-015045f64402 · outbound

This paper cites PyVista: 3d plotting and mesh analysis through a streamlined interface for the visualization toolkit (VTK).

Wall Shear Stress Estimation in Abdominal Aortic Aneurysms: Towards Generalisable Neural Surrogate Models PyVista: 3d plotting and mesh analysis through a streamlined interface for the visualization toolkit (VTK)

Reference 57

Resolution
unresolved
no resolver link, observed 2026-08-06T11:23:53.581468Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T11:23:53.581468Z digest=sha256:f8f638929a79c92f379655779a4da4da7e02ac10748926ead4a1391ca364728d

Observation f1bee697-cb48-45d0-8e0e-817579f91672 · outbound

This paper cites Meta-analysis of individual patient data to examine factors affecting growth and rupture of small abdominal aortic aneurysms.

Wall Shear Stress Estimation in Abdominal Aortic Aneurysms: Towards Generalisable Neural Surrogate Models Meta-analysis of individual patient data to examine factors affecting growth and rupture of small abdominal aortic aneurysms

Reference 58

Resolution
verified exact
doi, observed 2026-08-06T11:23:56.029720Z

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=2026-08-06T11:23:53.689397Z digest=sha256:953dc41ea314e8626350b978319e13ee748cf44062269da9d5eedb7cee44f5bf

Observation 98ea9e08-bef4-4da3-871b-81a5d3c9ca2c · outbound

This paper cites Deep Learning for Computational Hemodynamics: A Brief Review of Recent Advances.

Wall Shear Stress Estimation in Abdominal Aortic Aneurysms: Towards Generalisable Neural Surrogate Models Deep Learning for Computational Hemodynamics: A Brief Review of Recent Advances

Reference 59

Resolution
verified exact
doi, observed 2026-08-06T11:23:55.812753Z

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=2026-08-06T11:23:53.788659Z digest=sha256:7397fe6a1e62d26d5196d76586db55e12b3805dfc4cc1ca9b395616a4461460a

Observation ca5d17f6-fae9-4357-a683-ca9c70d18fcc · outbound

This paper cites Finite Element Modeling of Three-Dimensional Pulsatile Flow in the Abdominal P.

Wall Shear Stress Estimation in Abdominal Aortic Aneurysms: Towards Generalisable Neural Surrogate Models Finite Element Modeling of Three-Dimensional Pulsatile Flow in the Abdominal P

Reference 60

Resolution
malformed identifier
doi_truncated, observed 2026-08-06T11:23:55.574844Z

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=2026-08-06T11:23:53.939449Z digest=sha256:2fb6598f55fea4bd54aa8f08bc2fc0054440332f470ff0e84b8c28ce3a441a13

Observation 23898a57-fbed-4f65-871c-1d19cd0e8443 · outbound

This paper cites Wall shear stress and rela- tive residence time as potential risk factors for abdominal aortic aneurysms in males: a 4D flow cardiovascular magnetic resonance case-control study.

Wall Shear Stress Estimation in Abdominal Aortic Aneurysms: Towards Generalisable Neural Surrogate Models Wall shear stress and rela- tive residence time as potential risk factors for abdominal aortic aneurysms in males: a 4D flow cardiovascular magnetic resonance case-control study

Reference 61

Resolution
verified exact
doi, observed 2026-08-06T11:23:55.358200Z

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=2026-08-06T11:23:54.053924Z digest=sha256:8c793279c4ff3d966fb14b376da9a004d9ea503a3764dcf58e7ee63a26f4e86d

Observation df6ee394-c1f3-4e4e-95aa-319a2c5c35b3 · outbound

This paper cites SimVascular: An Open Source Pipeline for Cardiovascular Simulation.

Wall Shear Stress Estimation in Abdominal Aortic Aneurysms: Towards Generalisable Neural Surrogate Models SimVascular: An Open Source Pipeline for Cardiovascular Simulation

Reference 62

Resolution
unresolved
no resolver link, observed 2026-08-06T11:23:54.160851Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T11:23:54.160851Z digest=sha256:34fe2c16bc448dcdeae197091a73c6b0d74294734273fbfea6a7666477924417

Observation cc6df728-e9ad-412b-b1da-e41c9bd2f398 · outbound

This paper cites Attention is All you Need, in: Guyon, I., Luxburg, U.V., Bengio, S., Wal- lach, H., Fergus, R., Vishwanathan, S., Garnett, R.

Wall Shear Stress Estimation in Abdominal Aortic Aneurysms: Towards Generalisable Neural Surrogate Models Attention is All you Need, in: Guyon, I., Luxburg, U.V., Bengio, S., Wal- lach, H., Fergus, R., Vishwanathan, S., Garnett, R

Reference 63

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T11:24:05.275300Z

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=2026-08-06T11:23:54.251965Z digest=sha256:3cb91ba4cb82d48f7037ce3b6c24763516b27fdbe67bac8ee02b1bcaf657e3c8

Observation bc0bdc10-6c99-42a9-9656-58cb8f629722 · outbound

This paper cites an unresolved cited work.

Wall Shear Stress Estimation in Abdominal Aortic Aneurysms: Towards Generalisable Neural Surrogate Models Unresolved cited work

Reference 64

Resolution
unresolved
raw_fallback, observed 2026-08-06T11:24:05.504282Z

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=2026-08-06T11:23:53.384382Z digest=sha256:1c58ce37b22c66916d0df87a98787b217dc33d158c3a09ce8fceb107885f634e

Observation 7dbe6f21-8384-4b4b-a86f-980fc72406da · outbound

This paper cites Editor’schoice–europeansocietyforvascular surgery (ESVS) 2024 clinicalpractice guidelines on the management of abdominal Aorto-Iliac artery aneurysms.

Wall Shear Stress Estimation in Abdominal Aortic Aneurysms: Towards Generalisable Neural Surrogate Models Editor’schoice–europeansocietyforvascular surgery (ESVS) 2024 clinicalpractice guidelines on the management of abdominal Aorto-Iliac artery aneurysms

Reference 65

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 b6b699e0-a38f-4884-8bd3-0929ee58ff22 · outbound

This paper cites The arterial Windkessel.

Wall Shear Stress Estimation in Abdominal Aortic Aneurysms: Towards Generalisable Neural Surrogate Models The arterial Windkessel

Reference 66

Resolution
unresolved
no resolver link, observed 2026-08-06T11:23:54.663848Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation e94ffa6c-4d74-426d-85b0-92e45519c5cc · outbound

This paper cites Deep Learning Based Centerline-Aggregated Aortic Hemodynamics: An Efficient Alternative to Numerical Modeling of Hemodynamics.

Wall Shear Stress Estimation in Abdominal Aortic Aneurysms: Towards Generalisable Neural Surrogate Models Deep Learning Based Centerline-Aggregated Aortic Hemodynamics: An Efficient Alternative to Numerical Modeling of Hemodynamics

Reference 67

Resolution
unresolved
no resolver link, observed 2026-08-06T11:23:54.762087Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation e41e2e3c-a7e0-4c07-906a-0902969f15bb · outbound

This paper cites Physics-informed neural networks(pinns)for4dhemodynamicsprediction:Aninvestigationof optimalframeworkbasedonvascularmorphology.

Wall Shear Stress Estimation in Abdominal Aortic Aneurysms: Towards Generalisable Neural Surrogate Models Physics-informed neural networks(pinns)for4dhemodynamicsprediction:Aninvestigationof optimalframeworkbasedonvascularmorphology

Reference 68

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 3bd61f42-6c15-4505-8e95-4d6cf3688a2b · outbound

This paper cites an unresolved cited work.

Wall Shear Stress Estimation in Abdominal Aortic Aneurysms: Towards Generalisable Neural Surrogate Models Unresolved cited work

Reference 73

Resolution
unresolved
raw_fallback, observed 2026-08-06T11:24:06.621241Z

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 d73275d8-edba-4904-9b8b-f3450eb90319 · outbound

This paper cites Biomechanics of abdominal aortic aneurysm.

Wall Shear Stress Estimation in Abdominal Aortic Aneurysms: Towards Generalisable Neural Surrogate Models Biomechanics of abdominal aortic aneurysm

Reference 74

Resolution
verified exact
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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 e78107b6-5e34-4a33-b2a0-df4496e619dc · outbound

This paper cites series Title: Lecture Notes in Computer Science.

Wall Shear Stress Estimation in Abdominal Aortic Aneurysms: Towards Generalisable Neural Surrogate Models series Title: Lecture Notes in Computer Science

Reference 454

Resolution
verified exact
doi, observed 2026-08-06T11:23:56.209307Z

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 109d91ec-fc21-4bc6-9e37-6866bfa7bd78 · outbound

This paper cites an unresolved cited work.

Wall Shear Stress Estimation in Abdominal Aortic Aneurysms: Towards Generalisable Neural Surrogate Models Unresolved cited work

Reference 458

Resolution
verified exact
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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 23dc3f10-ea55-4302-9904-c9fb7a509195 · outbound

This paper cites 1007/s10439-022-02967-4.

Wall Shear Stress Estimation in Abdominal Aortic Aneurysms: Towards Generalisable Neural Surrogate Models 1007/s10439-022-02967-4

Reference 627

Resolution
unresolved
no resolver link, observed 2026-08-06T11:23:46.856799Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 80c626c5-2c1d-45f4-8f42-7c648ab62c11 · outbound

This paper cites an unresolved cited work.

Wall Shear Stress Estimation in Abdominal Aortic Aneurysms: Towards Generalisable Neural Surrogate Models Unresolved cited work

Reference 1619

Resolution
verified exact
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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 93f36646-1d05-470d-a05f-f74f828f7844 · outbound

This paper cites Journal of Vascular Surgery 61, 1606–1612.

Wall Shear Stress Estimation in Abdominal Aortic Aneurysms: Towards Generalisable Neural Surrogate Models Journal of Vascular Surgery 61, 1606–1612

Reference 2015

Resolution
verified exact
doi, observed 2026-08-06T11:23:57.600422Z

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 d32114b1-4875-4afb-ae4e-33e24394cad1 · outbound

This paper cites Frontiers in Cardiovascular Medicine 8, 769927.

Wall Shear Stress Estimation in Abdominal Aortic Aneurysms: Towards Generalisable Neural Surrogate Models Frontiers in Cardiovascular Medicine 8, 769927

Reference 2022

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 91171000-01e7-4127-b9af-9be9c37f2156 · outbound

This paper cites publisher: Springer Science and Business Media LLC.

Wall Shear Stress Estimation in Abdominal Aortic Aneurysms: Towards Generalisable Neural Surrogate Models publisher: Springer Science and Business Media LLC

Reference 2190

Resolution
verified exact
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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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Pith citing papers

No inbound Pith citation observations are available.