Paper Citation Record · LEDGER

A Graph Neural Network Surrogate Model for Multi-Objective Fluid-Acoustic Shape Optimization

As of 22 August 2026, this Paper Citation Record lists 92 of 92 outbound references and 2 inbound Pith citation observations for arXiv:2412.16817.

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

pith.paper-citation-record.v1
2412.16817 v1

Coverage vector

measured 92 of 92 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T10:21:24.736885Z

measured 94 of 94 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T05:39:21.682250Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-06T05:35:10.097702Z

Reference resolution

92 of 92 outbound references displayed

verified exact2
verified fuzzy33
unresolved57
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation f8ba771e-46ce-4f6e-a2a1-4434b77085e4 · outbound

This paper cites Portillo-Juan, S.

A Graph Neural Network Surrogate Model for Multi-Objective Fluid-Acoustic Shape Optimization Portillo-Juan, S

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-11T10:21:24.368389Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7019abd7-68cc-4a05-b339-973c26b5cfe7 · outbound

This paper cites Botero-Bol ´ ıvar, F.

A Graph Neural Network Surrogate Model for Multi-Objective Fluid-Acoustic Shape Optimization Botero-Bol ´ ıvar, F

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-11T10:21:24.373339Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f43f8b82-72d4-416d-afe0-09c0eb2d7482 · outbound

This paper cites Monfaredi, X.

A Graph Neural Network Surrogate Model for Multi-Objective Fluid-Acoustic Shape Optimization Monfaredi, X

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-11T10:21:24.377543Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fe5c1a43-45a7-4984-ae89-9700e8635f9c · outbound

This paper cites Yangzhou, J.

A Graph Neural Network Surrogate Model for Multi-Objective Fluid-Acoustic Shape Optimization Yangzhou, J

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-11T10:21:24.381970Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d44c2d97-985d-4506-a6b7-93a2c91d8875 · outbound

This paper cites Vernengo, L.

A Graph Neural Network Surrogate Model for Multi-Objective Fluid-Acoustic Shape Optimization Vernengo, L

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-11T10:21:24.386176Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6cdcff8a-c9e9-47e6-b7aa-5f1a74932899 · outbound

This paper cites Gaggero, G.

A Graph Neural Network Surrogate Model for Multi-Objective Fluid-Acoustic Shape Optimization Gaggero, G

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-11T10:21:24.390480Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8736c9f1-ce0e-40dd-bc8e-4aac3459a4a9 · outbound

This paper cites an unresolved cited work.

A Graph Neural Network Surrogate Model for Multi-Objective Fluid-Acoustic Shape Optimization Unresolved cited work

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-11T10:21:24.395100Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e982fde7-9d3e-487f-ab5a-1decfb0e50df · outbound

This paper cites an unresolved cited work.

A Graph Neural Network Surrogate Model for Multi-Objective Fluid-Acoustic Shape Optimization Unresolved cited work

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-11T10:21:24.399180Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b6aa46b2-5757-4a01-930c-31749623bd0b · outbound

This paper cites Ewert, W.

A Graph Neural Network Surrogate Model for Multi-Objective Fluid-Acoustic Shape Optimization Ewert, W

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-11T10:21:24.402973Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ae3cf05a-e54f-498a-89fa-192d63edba54 · outbound

This paper cites an unresolved cited work.

A Graph Neural Network Surrogate Model for Multi-Objective Fluid-Acoustic Shape Optimization Unresolved cited work

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-11T10:21:24.406826Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0d72e7e5-141a-4307-983b-9039474fe18f · outbound

This paper cites Goody, Empirical spectral model of surface pressure ﬂuc tuations, AIAA journal 42 (9) (2004) 1788–1794.

A Graph Neural Network Surrogate Model for Multi-Objective Fluid-Acoustic Shape Optimization Goody, Empirical spectral model of surface pressure ﬂuc tuations, AIAA journal 42 (9) (2004) 1788–1794

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-11T10:21:24.410759Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3b58725a-d1eb-4cf0-bb8f-71676b25c3fd · outbound

This paper cites Rozenberg, G.

A Graph Neural Network Surrogate Model for Multi-Objective Fluid-Acoustic Shape Optimization Rozenberg, G

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-11T10:21:24.414934Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 391d75a8-43d3-425e-af02-0a344f4503f0 · outbound

This paper cites an unresolved cited work.

A Graph Neural Network Surrogate Model for Multi-Objective Fluid-Acoustic Shape Optimization Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-11T10:21:25.816636Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 4deef391-18f7-4084-a0b4-a16e9779c404 · outbound

This paper cites Kamruzzaman, D.

A Graph Neural Network Surrogate Model for Multi-Objective Fluid-Acoustic Shape Optimization Kamruzzaman, D

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T10:21:25.803290Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 90e4a385-6ce6-4a15-8313-f2b26b1d88a3 · outbound

This paper cites an unresolved cited work.

A Graph Neural Network Surrogate Model for Multi-Objective Fluid-Acoustic Shape Optimization Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-11T10:21:25.790137Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 7f745586-ad47-4c2f-8ccd-11515beacf0f · outbound

This paper cites an unresolved cited work.

A Graph Neural Network Surrogate Model for Multi-Objective Fluid-Acoustic Shape Optimization Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-11T10:21:25.777167Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 2707ff00-863e-4e74-aa3d-99a2353a372a · outbound

This paper cites Mallik, R.

A Graph Neural Network Surrogate Model for Multi-Objective Fluid-Acoustic Shape Optimization Mallik, R

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T10:21:25.764004Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation e0501b55-acea-4baf-ae92-dad71ce412ea · outbound

This paper cites an unresolved cited work.

A Graph Neural Network Surrogate Model for Multi-Objective Fluid-Acoustic Shape Optimization Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-11T10:21:25.751209Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 0a0e7d19-76b4-4735-839c-3b3f917c07ba · outbound

This paper cites an unresolved cited work.

A Graph Neural Network Surrogate Model for Multi-Objective Fluid-Acoustic Shape Optimization Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-11T10:21:25.738039Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation af3e05b4-4ad0-4e4b-b934-b5c0006bd434 · outbound

This paper cites an unresolved cited work.

A Graph Neural Network Surrogate Model for Multi-Objective Fluid-Acoustic Shape Optimization Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-11T10:21:25.725218Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 83b95623-1ab8-4157-a6f0-5967ab7f954b · outbound

This paper cites an unresolved cited work.

A Graph Neural Network Surrogate Model for Multi-Objective Fluid-Acoustic Shape Optimization Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-11T10:21:25.712334Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 041ea61b-243c-4678-814d-008ca2b875ae · outbound

This paper cites an unresolved cited work.

A Graph Neural Network Surrogate Model for Multi-Objective Fluid-Acoustic Shape Optimization Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-11T10:21:25.699576Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation b0e82eb7-6bc5-4a58-822a-ae582bbe09b4 · outbound

This paper cites an unresolved cited work.

A Graph Neural Network Surrogate Model for Multi-Objective Fluid-Acoustic Shape Optimization Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-11T10:21:25.686861Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation d13ec495-457d-41d4-afd2-a05dda3f05e1 · outbound

This paper cites an unresolved cited work.

A Graph Neural Network Surrogate Model for Multi-Objective Fluid-Acoustic Shape Optimization Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-11T10:21:25.674146Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 044b6853-51cf-430a-8bbd-2b99501ceda4 · outbound

This paper cites Allaire, F.

A Graph Neural Network Surrogate Model for Multi-Objective Fluid-Acoustic Shape Optimization Allaire, F

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T10:21:25.660466Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 8e802242-4bd5-4bac-bf6b-8abf8e7f25c3 · outbound

This paper cites Osher, R.

A Graph Neural Network Surrogate Model for Multi-Objective Fluid-Acoustic Shape Optimization Osher, R

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T10:21:25.647492Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 90ebfbb3-973b-4558-aa6c-97a8640e554a · outbound

This paper cites Jiang, S.

A Graph Neural Network Surrogate Model for Multi-Objective Fluid-Acoustic Shape Optimization Jiang, S

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T10:21:25.634132Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation ac100f4a-6913-4ee5-ba8d-f5dca266dd14 · outbound

This paper cites an unresolved cited work.

A Graph Neural Network Surrogate Model for Multi-Objective Fluid-Acoustic Shape Optimization Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-08-11T10:21:25.621383Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 43e05afd-9859-4313-b7c3-90639dfbc3c0 · outbound

This paper cites Bhatnagar, Y.

A Graph Neural Network Surrogate Model for Multi-Objective Fluid-Acoustic Shape Optimization Bhatnagar, Y

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T10:21:25.608557Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 9221bde9-ee38-4979-8912-efa508133f16 · outbound

This paper cites an unresolved cited work.

A Graph Neural Network Surrogate Model for Multi-Objective Fluid-Acoustic Shape Optimization Unresolved cited work

Reference 30

Resolution: unresolved; raw_fallback, observed 2026-08-11T10:21:25.595723Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 9a99c6a7-6107-4a24-8aa4-e0a020a2c5dd · outbound

This paper cites Sirovich, Turbulence and the dynamics of coherent structu res.

A Graph Neural Network Surrogate Model for Multi-Objective Fluid-Acoustic Shape Optimization Sirovich, Turbulence and the dynamics of coherent structu res

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T10:21:25.583302Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 3dcd6db6-15dc-49d9-b77c-a5cf55ef3214 · outbound

This paper cites an unresolved cited work.

A Graph Neural Network Surrogate Model for Multi-Objective Fluid-Acoustic Shape Optimization Unresolved cited work

Reference 32

Resolution: unresolved; raw_fallback, observed 2026-08-11T10:21:25.570532Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 79a9e197-12d5-40ed-92e9-e604dad8b46c · outbound

This paper cites Towne, O.

A Graph Neural Network Surrogate Model for Multi-Objective Fluid-Acoustic Shape Optimization Towne, O

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T10:21:25.557497Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation b92b3efa-c25e-4f80-a5ba-b1c3d1721416 · outbound

This paper cites an unresolved cited work.

A Graph Neural Network Surrogate Model for Multi-Objective Fluid-Acoustic Shape Optimization Unresolved cited work

Reference 34

Resolution: unresolved; raw_fallback, observed 2026-08-11T10:21:25.544639Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 45ca3a69-efcf-4c11-83ab-ea43c4ff1050 · outbound

This paper cites Zhang, C.

A Graph Neural Network Surrogate Model for Multi-Objective Fluid-Acoustic Shape Optimization Zhang, C

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T10:21:25.531809Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation b9ce5c0a-67d5-4829-9856-6a4d0d458cdc · outbound

This paper cites Jeong, M.

A Graph Neural Network Surrogate Model for Multi-Objective Fluid-Acoustic Shape Optimization Jeong, M

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T10:21:25.518138Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 27c08dfc-b7ec-4548-b682-49e084c9d32a · outbound

This paper cites an unresolved cited work.

A Graph Neural Network Surrogate Model for Multi-Objective Fluid-Acoustic Shape Optimization Unresolved cited work

Reference 37

Resolution: unresolved; raw_fallback, observed 2026-08-11T10:21:25.504926Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation e607512c-ca95-4c92-aeca-d0bc7510f64a · outbound

This paper cites an unresolved cited work.

A Graph Neural Network Surrogate Model for Multi-Objective Fluid-Acoustic Shape Optimization Unresolved cited work

Reference 38

Resolution: unresolved; raw_fallback, observed 2026-08-11T10:21:25.491510Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation eeb6c43f-3e23-4862-bc40-fb2c7e9284e8 · outbound

This paper cites an unresolved cited work.

A Graph Neural Network Surrogate Model for Multi-Objective Fluid-Acoustic Shape Optimization Unresolved cited work

Reference 39

Resolution: unresolved; raw_fallback, observed 2026-08-11T10:21:25.478365Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 6bd8695f-9714-4fd1-8ba2-5fae7e2e2625 · outbound

This paper cites an unresolved cited work.

A Graph Neural Network Surrogate Model for Multi-Objective Fluid-Acoustic Shape Optimization Unresolved cited work

Reference 40

Resolution: unresolved; raw_fallback, observed 2026-08-11T10:21:25.464508Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 2ffdbeb4-36d4-47b4-82eb-0a605b4f2e45 · outbound

This paper cites an unresolved cited work.

A Graph Neural Network Surrogate Model for Multi-Objective Fluid-Acoustic Shape Optimization Unresolved cited work

Reference 41

Resolution: unresolved; raw_fallback, observed 2026-08-11T10:21:25.449309Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation b570b3e7-334a-426f-95da-144b8af2410f · outbound

This paper cites Mallik, D.

A Graph Neural Network Surrogate Model for Multi-Objective Fluid-Acoustic Shape Optimization Mallik, D

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T10:21:25.436002Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 5d5eafe9-4b42-4dcf-9afa-5bd7e255a38c · outbound

This paper cites Deep Multi-fidelity Gaussian Processes.

A Graph Neural Network Surrogate Model for Multi-Objective Fluid-Acoustic Shape Optimization Deep Multi-fidelity Gaussian Processes

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-11T10:21:24.538633Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d2def9c6-bf0f-40a7-8080-d27191899399 · outbound

This paper cites Perdikaris, M.

A Graph Neural Network Surrogate Model for Multi-Objective Fluid-Acoustic Shape Optimization Perdikaris, M

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T10:21:25.422661Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation f68d5d3f-cf52-4d91-b97c-c6bcdcc55ffa · outbound

This paper cites Forrester, A.

A Graph Neural Network Surrogate Model for Multi-Objective Fluid-Acoustic Shape Optimization Forrester, A

Reference 45

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T10:21:25.408823Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 17eec77c-07ae-4050-a55e-eaa35c39b9d4 · outbound

This paper cites Bonﬁglio, P.

A Graph Neural Network Surrogate Model for Multi-Objective Fluid-Acoustic Shape Optimization Bonﬁglio, P

Reference 46

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T10:21:25.395370Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 5cd84ec0-4c6c-47ab-924d-a83b575be77a · outbound

This paper cites an unresolved cited work.

A Graph Neural Network Surrogate Model for Multi-Objective Fluid-Acoustic Shape Optimization Unresolved cited work

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-11T10:21:24.554861Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 68555dde-5521-4410-878d-2a698a642f43 · outbound

This paper cites an unresolved cited work.

A Graph Neural Network Surrogate Model for Multi-Objective Fluid-Acoustic Shape Optimization Unresolved cited work

Reference 48

Resolution: unresolved; raw_fallback, observed 2026-08-11T10:21:25.373078Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation b9e9e68a-b9d9-4fb5-8afe-2cc4a265535d · outbound

This paper cites an unresolved cited work.

A Graph Neural Network Surrogate Model for Multi-Objective Fluid-Acoustic Shape Optimization Unresolved cited work

Reference 49

Resolution: unresolved; raw_fallback, observed 2026-08-11T10:21:25.359193Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation d33e7f32-d5a6-44e3-93c8-ffaaf1e29a4c · outbound

This paper cites Sekar, Q.

A Graph Neural Network Surrogate Model for Multi-Objective Fluid-Acoustic Shape Optimization Sekar, Q

Reference 50

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T10:21:25.344423Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 2753106e-f06a-49fb-acd4-1134797d91f5 · outbound

This paper cites an unresolved cited work.

A Graph Neural Network Surrogate Model for Multi-Objective Fluid-Acoustic Shape Optimization Unresolved cited work

Reference 51

Resolution: unresolved; raw_fallback, observed 2026-08-11T10:21:25.331490Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 583c856f-7672-4bd8-bbf9-7dc69eeb7b4b · outbound

This paper cites an unresolved cited work.

A Graph Neural Network Surrogate Model for Multi-Objective Fluid-Acoustic Shape Optimization Unresolved cited work

Reference 52

Resolution: unresolved; raw_fallback, observed 2026-08-11T10:21:25.318434Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation bfd27b56-9ca6-4ba5-ae68-3284ff212131 · outbound

This paper cites an unresolved cited work.

A Graph Neural Network Surrogate Model for Multi-Objective Fluid-Acoustic Shape Optimization Unresolved cited work

Reference 53

Resolution: unresolved; raw_fallback, observed 2026-08-11T10:21:25.304955Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation f3a48545-cec9-4bed-89b4-65c96e011eee · outbound

This paper cites Scarselli, M.

A Graph Neural Network Surrogate Model for Multi-Objective Fluid-Acoustic Shape Optimization Scarselli, M

Reference 54

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T10:21:25.291838Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation e7b7137f-2a5c-4153-b767-5304d26e2ec2 · outbound

This paper cites an unresolved cited work.

A Graph Neural Network Surrogate Model for Multi-Objective Fluid-Acoustic Shape Optimization Unresolved cited work

Reference 55

Resolution: unresolved; no resolver link, observed 2026-08-11T10:21:24.587030Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cadf295c-a442-484b-aaad-8947ad48e113 · outbound

This paper cites an unresolved cited work.

A Graph Neural Network Surrogate Model for Multi-Objective Fluid-Acoustic Shape Optimization Unresolved cited work

Reference 56

Resolution: unresolved; raw_fallback, observed 2026-08-11T10:21:25.270104Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 11ae139b-da0f-4bf9-8cc0-9cb87368d44e · outbound

This paper cites Matray, F.

A Graph Neural Network Surrogate Model for Multi-Objective Fluid-Acoustic Shape Optimization Matray, F

Reference 57

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T10:21:25.256929Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 7691d659-4c5d-44c0-a0c7-30fef33f70d0 · outbound

This paper cites an unresolved cited work.

A Graph Neural Network Surrogate Model for Multi-Objective Fluid-Acoustic Shape Optimization Unresolved cited work

Reference 58

Resolution: unresolved; raw_fallback, observed 2026-08-11T10:21:25.243645Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 059807b9-5039-4cf4-a4b3-52c0803e65e0 · outbound

This paper cites Maurizi, C.

A Graph Neural Network Surrogate Model for Multi-Objective Fluid-Acoustic Shape Optimization Maurizi, C

Reference 59

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T10:21:25.229785Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 56b08092-18e8-4474-99ab-5b8a0e19aebc · outbound

This paper cites Barwey, V.

A Graph Neural Network Surrogate Model for Multi-Objective Fluid-Acoustic Shape Optimization Barwey, V

Reference 60

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T10:21:25.216605Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 83a5506b-ec52-4ac0-9213-7a59c830ab65 · outbound

This paper cites an unresolved cited work.

A Graph Neural Network Surrogate Model for Multi-Objective Fluid-Acoustic Shape Optimization Unresolved cited work

Reference 61

Resolution: unresolved; raw_fallback, observed 2026-08-11T10:21:25.203795Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 7785fee5-fc04-45c3-8de2-a11b6af0fbaa · outbound

This paper cites an unresolved cited work.

A Graph Neural Network Surrogate Model for Multi-Objective Fluid-Acoustic Shape Optimization Unresolved cited work

Reference 62

Resolution: unresolved; raw_fallback, observed 2026-08-11T10:21:25.191035Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 0a9d0748-1b56-42fe-a68d-b42e4e6eb5b8 · outbound

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

A Graph Neural Network Surrogate Model for Multi-Objective Fluid-Acoustic Shape Optimization Learning Mesh-Based Simulation with Graph Networks

Reference 63

Resolution: unresolved; no resolver link, observed 2026-08-11T10:21:24.619144Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 66821c54-1d10-42b2-b03e-ea844f69163a · outbound

This paper cites an unresolved cited work.

A Graph Neural Network Surrogate Model for Multi-Objective Fluid-Acoustic Shape Optimization Unresolved cited work

Reference 64

Resolution: unresolved; raw_fallback, observed 2026-08-11T10:21:25.177974Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 49d2b0f8-d77e-44ce-9302-b6d5a1e7156b · outbound

This paper cites an unresolved cited work.

A Graph Neural Network Surrogate Model for Multi-Objective Fluid-Acoustic Shape Optimization Unresolved cited work

Reference 65

Resolution: unresolved; raw_fallback, observed 2026-08-11T10:21:25.165228Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation ba16b538-e7b2-4936-8572-a177ee61dab4 · outbound

This paper cites Learning the Dynamics of Physical Systems from Sparse Observations with Finite Element Networks.

A Graph Neural Network Surrogate Model for Multi-Objective Fluid-Acoustic Shape Optimization Learning the Dynamics of Physical Systems from Sparse Observations with Finite Element Networks

Reference 66

Resolution: verified exact; local_arxiv, observed 2026-08-11T10:21:24.823830Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 537c1555-2bb9-4b8b-8d9e-72fc027698f4 · outbound

This paper cites an unresolved cited work.

A Graph Neural Network Surrogate Model for Multi-Objective Fluid-Acoustic Shape Optimization Unresolved cited work

Reference 67

Resolution: unresolved; raw_fallback, observed 2026-08-11T10:21:25.152596Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 9c523b49-75fc-49b1-b153-e10f58365ef9 · outbound

This paper cites A parametric level set method with convolutional encoder-decoder network for shape optimization with fluid flow.

A Graph Neural Network Surrogate Model for Multi-Objective Fluid-Acoustic Shape Optimization A parametric level set method with convolutional encoder-decoder network for shape optimization with fluid flow

Reference 68

Resolution: verified exact; local_arxiv, observed 2026-08-11T10:21:24.804644Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation e24d131b-d8db-465f-b915-a29791c317ef · outbound

This paper cites Mallik, N.

A Graph Neural Network Surrogate Model for Multi-Objective Fluid-Acoustic Shape Optimization Mallik, N

Reference 69

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T10:21:25.139782Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 9f1052d7-9a58-4322-9ec7-2fa3c94cdc01 · outbound

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

A Graph Neural Network Surrogate Model for Multi-Objective Fluid-Acoustic Shape Optimization Relational inductive biases, deep learning, and graph networks

Reference 70

Resolution: unresolved; no resolver link, observed 2026-08-11T10:21:24.648408Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 82a7dc3f-f26b-49df-ac8e-3fd6ede3c51d · outbound

This paper cites an unresolved cited work.

A Graph Neural Network Surrogate Model for Multi-Objective Fluid-Acoustic Shape Optimization Unresolved cited work

Reference 71

Resolution: unresolved; raw_fallback, observed 2026-08-11T10:21:25.127478Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation c36385e6-fb68-4161-9fbb-883d1f0152cd · outbound

This paper cites an unresolved cited work.

A Graph Neural Network Surrogate Model for Multi-Objective Fluid-Acoustic Shape Optimization Unresolved cited work

Reference 72

Resolution: unresolved; raw_fallback, observed 2026-08-11T10:21:25.114250Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation fd37e47f-33a4-4c21-90b3-91ac9e033818 · outbound

This paper cites Bonnet, J.

A Graph Neural Network Surrogate Model for Multi-Objective Fluid-Acoustic Shape Optimization Bonnet, J

Reference 73

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T10:21:25.101175Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation a44a4f74-4756-439e-aeaa-3e2287711a0b · outbound

This paper cites an unresolved cited work.

A Graph Neural Network Surrogate Model for Multi-Objective Fluid-Acoustic Shape Optimization Unresolved cited work

Reference 74

Resolution: unresolved; raw_fallback, observed 2026-08-11T10:21:25.088512Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation b08471b1-05cc-4a3d-9f28-753f028a4114 · outbound

This paper cites an unresolved cited work.

A Graph Neural Network Surrogate Model for Multi-Objective Fluid-Acoustic Shape Optimization Unresolved cited work

Reference 75

Resolution: unresolved; raw_fallback, observed 2026-08-11T10:21:25.074336Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 9a80a520-89a4-4d39-966c-e569aaaea9fe · outbound

This paper cites Virtanen, R.

A Graph Neural Network Surrogate Model for Multi-Objective Fluid-Acoustic Shape Optimization Virtanen, R

Reference 76

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T10:21:25.061908Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 3add8f6e-f1fc-4948-9f25-1155ba3fb4b6 · outbound

This paper cites Geuzaine, J.-F.

A Graph Neural Network Surrogate Model for Multi-Objective Fluid-Acoustic Shape Optimization Geuzaine, J.-F

Reference 77

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T10:21:25.049425Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 5252fb9f-ef92-4ff8-8183-9a5ab5c675f0 · outbound

This paper cites Paszke, S.

A Graph Neural Network Surrogate Model for Multi-Objective Fluid-Acoustic Shape Optimization Paszke, S

Reference 78

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T10:21:25.036356Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 43926701-bf34-44cf-82d3-5564909125b6 · outbound

This paper cites Adam: A Method for Stochastic Optimization.

A Graph Neural Network Surrogate Model for Multi-Objective Fluid-Acoustic Shape Optimization Adam: A Method for Stochastic Optimization

Reference 79

Resolution: unresolved; no resolver link, observed 2026-08-11T10:21:24.684773Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 17ccd944-0514-40ea-b3bb-945019ff813a · outbound

This paper cites Stalnov, P.

A Graph Neural Network Surrogate Model for Multi-Objective Fluid-Acoustic Shape Optimization Stalnov, P

Reference 80

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T10:21:25.023887Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 8bc602ff-1f69-48db-8448-21e6ecf0cac3 · outbound

This paper cites Roger, S.

A Graph Neural Network Surrogate Model for Multi-Objective Fluid-Acoustic Shape Optimization Roger, S

Reference 81

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T10:21:25.011273Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 1b4a9106-ed13-4db2-993c-93eefa8c63a2 · outbound

This paper cites an unresolved cited work.

A Graph Neural Network Surrogate Model for Multi-Objective Fluid-Acoustic Shape Optimization Unresolved cited work

Reference 82

Resolution: unresolved; raw_fallback, observed 2026-08-11T10:21:24.998429Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation b4c02372-846c-4fea-a1fe-b89bdc8591db · outbound

This paper cites an unresolved cited work.

A Graph Neural Network Surrogate Model for Multi-Objective Fluid-Acoustic Shape Optimization Unresolved cited work

Reference 83

Resolution: unresolved; raw_fallback, observed 2026-08-11T10:21:24.985465Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 334b4448-3531-4b32-ba8b-06aab1880f38 · outbound

This paper cites Hwang, K.

A Graph Neural Network Surrogate Model for Multi-Objective Fluid-Acoustic Shape Optimization Hwang, K

Reference 84

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T10:21:24.972309Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation f05facb9-d3ed-41db-bca3-7cf3435ac3f7 · outbound

This paper cites an unresolved cited work.

A Graph Neural Network Surrogate Model for Multi-Objective Fluid-Acoustic Shape Optimization Unresolved cited work

Reference 85

Resolution: unresolved; raw_fallback, observed 2026-08-11T10:21:24.959384Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 4d1155a9-6de5-44eb-86a4-a3bfbd582c51 · outbound

This paper cites Blank, K.

A Graph Neural Network Surrogate Model for Multi-Objective Fluid-Acoustic Shape Optimization Blank, K

Reference 86

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T10:21:24.946041Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 89774597-2355-4a71-ad78-2e0a2831c202 · outbound

This paper cites Abramowitz, I.

A Graph Neural Network Surrogate Model for Multi-Objective Fluid-Acoustic Shape Optimization Abramowitz, I

Reference 87

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T10:21:24.932478Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 05dd2d11-7909-42fe-bc77-bef35e69bd9b · outbound

This paper cites Corcos, The structure of the turbulent pressure ﬁeld in bo undary-layer ﬂows, Journal of Fluid Mechanics 18 (3) (1964) 353–378.

A Graph Neural Network Surrogate Model for Multi-Objective Fluid-Acoustic Shape Optimization Corcos, The structure of the turbulent pressure ﬁeld in bo undary-layer ﬂows, Journal of Fluid Mechanics 18 (3) (1964) 353–378

Reference 88

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T10:21:24.918087Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 6dfc08dc-ae91-4ca8-b178-1c7d9e1cf8c3 · outbound

This paper cites Schlichting, K.

A Graph Neural Network Surrogate Model for Multi-Objective Fluid-Acoustic Shape Optimization Schlichting, K

Reference 89

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T10:21:24.904853Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation dc52ca6d-7359-4b23-bc44-ef7159f5923b · outbound

This paper cites Drela, M.

A Graph Neural Network Surrogate Model for Multi-Objective Fluid-Acoustic Shape Optimization Drela, M

Reference 90

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T10:21:24.891545Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation f5acdcf5-9168-443b-98ba-4675c37ddc01 · outbound

This paper cites Coles, The law of the wake in the turbulent boundary layer, Jo urnal of Fluid Mechanics 1 (2) (1956) 191–226.

A Graph Neural Network Surrogate Model for Multi-Objective Fluid-Acoustic Shape Optimization Coles, The law of the wake in the turbulent boundary layer, Jo urnal of Fluid Mechanics 1 (2) (1956) 191–226

Reference 91

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T10:21:24.878465Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 0f7b4549-7235-4347-a629-7208cad7d0c9 · outbound

This paper cites an unresolved cited work.

A Graph Neural Network Surrogate Model for Multi-Objective Fluid-Acoustic Shape Optimization Unresolved cited work

Reference 92

Resolution: unresolved; raw_fallback, observed 2026-08-11T10:21:24.865106Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Pith citing papers

Observation 47a5697c-3183-4cc4-91a3-3cbf7693c6eb · inbound

A Reward-Directed Diffusion Framework for Generative Design Optimization cites this paper.

A Reward-Directed Diffusion Framework for Generative Design Optimization A Graph Neural Network Surrogate Model for Multi-Objective Fluid-Acoustic Shape Optimization

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-06T05:39:21.682250Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 31158db3-10ee-4579-85b9-40760e1d40a2 · inbound

Canoe Paddling Quality Assessment Using Smart Devices: Preliminary Machine Learning Study cites this paper.

Canoe Paddling Quality Assessment Using Smart Devices: Preliminary Machine Learning Study A Graph Neural Network Surrogate Model for Multi-Objective Fluid-Acoustic Shape Optimization

Reference 34

Resolution: verified exact; local_arxiv, observed 2026-08-06T05:35:10.104200Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.