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Paper Citation Record · LEDGER

Toward Knowledge-Guided AI for Inverse Design in Manufacturing: A Perspective on Domain, Physics, and Human-AI Synergy

As of 22 August 2026, this Paper Citation Record lists 83 of 83 outbound references and 0 inbound Pith citation observations for arXiv:2506.00056.

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

pith.paper-citation-record.v1
2506.00056 v2

Coverage vector

measured 83 of 83 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T12:53:43.993016Z

measured 83 of 83 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 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

83 of 83 outbound references displayed

  • verified exact9
  • verified fuzzy29
  • unresolved45
  • parse uncertain0
  • malformed identifier0
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation c3be3318-86a3-4b75-bea9-ba514325f307 · outbound

This paper cites A., Xu, Y.

Toward Knowledge-Guided AI for Inverse Design in Manufacturing: A Perspective on Domain, Physics, and Human-AI Synergy A., Xu, Y

Reference 1

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 7fd79934-b4c8-4658-8f80-9bf70b249480 · outbound

This paper cites & White, H.

Toward Knowledge-Guided AI for Inverse Design in Manufacturing: A Perspective on Domain, Physics, and Human-AI Synergy & White, H

Reference 2

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Unavailable: canonical work link unavailable.

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Observation 5de983df-e9d3-4445-ada4-3e27c50dbfe7 · outbound

This paper cites & Kim, J.

Toward Knowledge-Guided AI for Inverse Design in Manufacturing: A Perspective on Domain, Physics, and Human-AI Synergy & Kim, J

Reference 3

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 7d497543-6069-4f51-8e61-e0cd01f466f0 · outbound

This paper cites an unresolved cited work.

Toward Knowledge-Guided AI for Inverse Design in Manufacturing: A Perspective on Domain, Physics, and Human-AI Synergy Unresolved cited work

Reference 4

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Source-reported events for the cited work

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

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Observation a56b1b8f-112a-4396-83bb-f213c1173458 · outbound

This paper cites & Grossman, J.

Toward Knowledge-Guided AI for Inverse Design in Manufacturing: A Perspective on Domain, Physics, and Human-AI Synergy & Grossman, J

Reference 5

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Unavailable: canonical work link unavailable.

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Observation 9a1090d9-b284-4802-8d57-271390327fa4 · outbound

This paper cites an unresolved cited work.

Toward Knowledge-Guided AI for Inverse Design in Manufacturing: A Perspective on Domain, Physics, and Human-AI Synergy Unresolved cited work

Reference 6

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Source-reported events for the cited work

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

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Observation 3cc14ea0-a8e1-4588-8a1c-c50a1b3f1d29 · outbound

This paper cites an unresolved cited work.

Toward Knowledge-Guided AI for Inverse Design in Manufacturing: A Perspective on Domain, Physics, and Human-AI Synergy Unresolved cited work

Reference 7

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Source-reported events for the cited work

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

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Observation a5ceb781-6ff6-4323-bcb8-d64749cf4e45 · outbound

This paper cites & Kang, N.

Toward Knowledge-Guided AI for Inverse Design in Manufacturing: A Perspective on Domain, Physics, and Human-AI Synergy & Kang, N

Reference 8

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verified fuzzy
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Source-reported events for the cited work

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

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Observation e1a1d2b0-d29d-4282-9b70-77d38bcce8f4 · outbound

This paper cites & Ryu, S.

Toward Knowledge-Guided AI for Inverse Design in Manufacturing: A Perspective on Domain, Physics, and Human-AI Synergy & Ryu, S

Reference 9

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verified fuzzy
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Source-reported events for the cited work

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

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Observation c16a7645-f108-4670-a4e3-0ff50861730e · outbound

This paper cites & Ryu, S.

Toward Knowledge-Guided AI for Inverse Design in Manufacturing: A Perspective on Domain, Physics, and Human-AI Synergy & Ryu, S

Reference 10

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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.

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Observation 49864dcc-e507-42af-ac1b-4dd3b38a97b2 · outbound

This paper cites & Ryu, S.

Toward Knowledge-Guided AI for Inverse Design in Manufacturing: A Perspective on Domain, Physics, and Human-AI Synergy & Ryu, S

Reference 11

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Source-reported events for the cited work

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

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Observation 69740673-806f-4348-a056-b9c24afa3bf1 · outbound

This paper cites -Y., Kim, H., Nam, K., Kang, D.

Toward Knowledge-Guided AI for Inverse Design in Manufacturing: A Perspective on Domain, Physics, and Human-AI Synergy -Y., Kim, H., Nam, K., Kang, D

Reference 12

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Source-reported events for the cited work

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Observation 06f258db-a1be-4cab-9435-59ac29980b9d · outbound

This paper cites & Ryu, S.

Toward Knowledge-Guided AI for Inverse Design in Manufacturing: A Perspective on Domain, Physics, and Human-AI Synergy & Ryu, S

Reference 13

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verified fuzzy
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Source-reported events for the cited work

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

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Observation c6d812c1-8ed7-437a-94b6-afe9295886af · outbound

This paper cites an unresolved cited work.

Toward Knowledge-Guided AI for Inverse Design in Manufacturing: A Perspective on Domain, Physics, and Human-AI Synergy Unresolved cited work

Reference 14

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation fe9e4825-7569-4275-bef7-5e61d4606cd9 · outbound

This paper cites an unresolved cited work.

Toward Knowledge-Guided AI for Inverse Design in Manufacturing: A Perspective on Domain, Physics, and Human-AI Synergy Unresolved cited work

Reference 15

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unresolved
raw_fallback, observed 2026-08-07T12:53:59.459420Z

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.

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Observation ea848e65-2292-4c55-9cc9-9392a49d49ea · outbound

This paper cites & Ryu, S.

Toward Knowledge-Guided AI for Inverse Design in Manufacturing: A Perspective on Domain, Physics, and Human-AI Synergy & Ryu, S

Reference 16

Resolution
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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.

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Observation 0c4ca525-7130-4ec5-9945-6ccb0dc07cbc · outbound

This paper cites How Can Large Language Models Help Humans in Design and Manufacturing?.

Toward Knowledge-Guided AI for Inverse Design in Manufacturing: A Perspective on Domain, Physics, and Human-AI Synergy How Can Large Language Models Help Humans in Design and Manufacturing?

Reference 17

Resolution
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation e18aa2d4-4e47-4cbe-8197-6fc62bfdce47 · outbound

This paper cites Large Language Models for Manufacturing.

Toward Knowledge-Guided AI for Inverse Design in Manufacturing: A Perspective on Domain, Physics, and Human-AI Synergy Large Language Models for Manufacturing

Reference 18

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 797428eb-dce5-4cdb-a14b-5f719ee09d1f · outbound

This paper cites & Meierhofer, J.

Toward Knowledge-Guided AI for Inverse Design in Manufacturing: A Perspective on Domain, Physics, and Human-AI Synergy & Meierhofer, J

Reference 19

Resolution
verified fuzzy
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Source-reported events for the cited work

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

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Observation bf8b87c7-c61a-499e-a208-87772dd3e238 · outbound

This paper cites an unresolved cited work.

Toward Knowledge-Guided AI for Inverse Design in Manufacturing: A Perspective on Domain, Physics, and Human-AI Synergy Unresolved cited work

Reference 20

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Source-reported events for the cited work

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

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Observation 5480dbd9-2285-4e4a-8f2b-31ba1b74a2c0 · outbound

This paper cites Physics-Informed Machine Learning: A Survey on Problems, Methods and Applications.

Toward Knowledge-Guided AI for Inverse Design in Manufacturing: A Perspective on Domain, Physics, and Human-AI Synergy Physics-Informed Machine Learning: A Survey on Problems, Methods and Applications

Reference 21

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 031c987b-36d7-4423-a838-94465cc5d0e2 · outbound

This paper cites an unresolved cited work.

Toward Knowledge-Guided AI for Inverse Design in Manufacturing: A Perspective on Domain, Physics, and Human-AI Synergy Unresolved cited work

Reference 22

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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.

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Observation 97a55f0b-cb84-4bd6-9afc-2d474e410e6b · outbound

This paper cites J., Rzonca, A., Lakhnori, R.

Toward Knowledge-Guided AI for Inverse Design in Manufacturing: A Perspective on Domain, Physics, and Human-AI Synergy J., Rzonca, A., Lakhnori, R

Reference 23

Resolution
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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.

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Observation 248d19b8-853d-41a7-96d2-61f3b1bef5da · outbound

This paper cites F., Chang, Q., Gao, R.

Toward Knowledge-Guided AI for Inverse Design in Manufacturing: A Perspective on Domain, Physics, and Human-AI Synergy F., Chang, Q., Gao, R

Reference 24

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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.

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Observation b936e4c0-1677-47fc-9423-2118e499ee97 · outbound

This paper cites X., Krüger, J., Merklein, M., Möhring, H.

Toward Knowledge-Guided AI for Inverse Design in Manufacturing: A Perspective on Domain, Physics, and Human-AI Synergy X., Krüger, J., Merklein, M., Möhring, H

Reference 25

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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.

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Observation 2ababb0d-171a-467c-ab06-1dac5de8adb0 · outbound

This paper cites Analytical Benchmark Problems for Multifidelity Optimization Methods.

Toward Knowledge-Guided AI for Inverse Design in Manufacturing: A Perspective on Domain, Physics, and Human-AI Synergy Analytical Benchmark Problems for Multifidelity Optimization Methods

Reference 26

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 6d8fccd4-63bf-4cae-8374-a35c6cc9febd · outbound

This paper cites & Rasmussen, C.

Toward Knowledge-Guided AI for Inverse Design in Manufacturing: A Perspective on Domain, Physics, and Human-AI Synergy & Rasmussen, C

Reference 27

Resolution
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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.

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Observation fcd04064-b1f4-4090-b7b9-4ea2f82fddf4 · outbound

This paper cites & Ryu, S.

Toward Knowledge-Guided AI for Inverse Design in Manufacturing: A Perspective on Domain, Physics, and Human-AI Synergy & Ryu, S

Reference 28

Resolution
verified fuzzy
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Source-reported events for the cited work

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

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Observation 0601cfe3-1972-4f94-800a-2df697787c9d · outbound

This paper cites an unresolved cited work.

Toward Knowledge-Guided AI for Inverse Design in Manufacturing: A Perspective on Domain, Physics, and Human-AI Synergy Unresolved cited work

Reference 29

Resolution
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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.

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Observation 7297edc8-208b-457f-8cf8-df9e24d52437 · outbound

This paper cites & Karniadakis, G.

Toward Knowledge-Guided AI for Inverse Design in Manufacturing: A Perspective on Domain, Physics, and Human-AI Synergy & Karniadakis, G

Reference 30

Resolution
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 25f35abb-f8f5-4fe5-b994-181bc9ed5dc2 · outbound

This paper cites an unresolved cited work.

Toward Knowledge-Guided AI for Inverse Design in Manufacturing: A Perspective on Domain, Physics, and Human-AI Synergy Unresolved cited work

Reference 31

Resolution
unresolved
raw_fallback, observed 2026-08-07T12:53:57.035679Z

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.

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Observation 2163a938-7b1b-40d2-8a8a-6badcacb998e · outbound

This paper cites & Juanes, R.

Toward Knowledge-Guided AI for Inverse Design in Manufacturing: A Perspective on Domain, Physics, and Human-AI Synergy & Juanes, R

Reference 32

Resolution
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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.

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Observation 5065d5f8-dffd-4a49-87f6-40297eb7bf58 · outbound

This paper cites & Karniadakis, G.

Toward Knowledge-Guided AI for Inverse Design in Manufacturing: A Perspective on Domain, Physics, and Human-AI Synergy & Karniadakis, G

Reference 33

Resolution
verified fuzzy
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Source-reported events for the cited work

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

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Observation 5e700d77-5940-47f5-9b1a-ed6edec689bd · outbound

This paper cites Automatic differentiation in machine learning: a survey.

Toward Knowledge-Guided AI for Inverse Design in Manufacturing: A Perspective on Domain, Physics, and Human-AI Synergy Automatic differentiation in machine learning: a survey

Reference 34

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unresolved
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 6d81216f-7e01-4b01-9192-fe154a24bbe6 · outbound

This paper cites & Mahoney, M.

Toward Knowledge-Guided AI for Inverse Design in Manufacturing: A Perspective on Domain, Physics, and Human-AI Synergy & Mahoney, M

Reference 35

Resolution
verified fuzzy
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Source-reported events for the cited work

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

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Observation 13590623-71ad-43e4-807c-9d1b2f227c3f · outbound

This paper cites & Karniadakis, G.

Toward Knowledge-Guided AI for Inverse Design in Manufacturing: A Perspective on Domain, Physics, and Human-AI Synergy & Karniadakis, G

Reference 36

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raw_fallback, observed 2026-08-07T12:53:56.147875Z

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.

source=pdf_text observed=2026-08-07T12:53:37.124194Z digest=sha256:08a5012286ff564f462969cf9133534f9f184d8dfbf307fadef5155f97afea73

Observation 891b979c-37e0-4960-ac50-3e697f267d76 · outbound

This paper cites an unresolved cited work.

Toward Knowledge-Guided AI for Inverse Design in Manufacturing: A Perspective on Domain, Physics, and Human-AI Synergy Unresolved cited work

Reference 37

Resolution
unresolved
raw_fallback, observed 2026-08-07T12:53:55.890940Z

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.

source=pdf_text observed=2026-08-07T12:53:37.373210Z digest=sha256:fbf8067f7b31ef94c54845ab974bf07be37beb98483af81b404ee65b4dfc60d6

Observation acd086d4-3ffc-4deb-be69-9faf4e781350 · outbound

This paper cites Physics-Informed Deep Neural Operator Networks.

Toward Knowledge-Guided AI for Inverse Design in Manufacturing: A Perspective on Domain, Physics, and Human-AI Synergy Physics-Informed Deep Neural Operator Networks

Reference 38

Resolution
unresolved
no resolver link, observed 2026-08-07T12:53:37.450970Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:53:37.450970Z digest=sha256:d756034475776bbf212fcabe3d62e48e287d976238ef5da38bcde8f787e7877f

Observation 45ba5143-8b52-4331-ad36-2b4f5e38dddf · outbound

This paper cites & Perdikaris, P.

Toward Knowledge-Guided AI for Inverse Design in Manufacturing: A Perspective on Domain, Physics, and Human-AI Synergy & Perdikaris, P

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:53:55.625651Z

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.

source=pdf_text observed=2026-08-07T12:53:37.602580Z digest=sha256:7d0dfb62acc249614b2e68c6a9327b2b3adab9088ea0892fabd006ee5a01ff07

Observation c10ec4db-3aaf-48b4-bc13-e2eb1bf32ba5 · outbound

This paper cites an unresolved cited work.

Toward Knowledge-Guided AI for Inverse Design in Manufacturing: A Perspective on Domain, Physics, and Human-AI Synergy Unresolved cited work

Reference 40

Resolution
unresolved
raw_fallback, observed 2026-08-07T12:53:55.386615Z

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.

source=pdf_text observed=2026-08-07T12:53:37.753933Z digest=sha256:d4aee573b4df541093d93f50bab78ca79c54c688b66499e379393c78c875d4e4

Observation 47060362-bda4-423a-a61a-04656204fd34 · outbound

This paper cites an unresolved cited work.

Toward Knowledge-Guided AI for Inverse Design in Manufacturing: A Perspective on Domain, Physics, and Human-AI Synergy Unresolved cited work

Reference 41

Resolution
unresolved
raw_fallback, observed 2026-08-07T12:53:55.101760Z

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.

source=pdf_text observed=2026-08-07T12:53:37.843999Z digest=sha256:d9ea0a9af37f62cc76296dc92ce7e054da1949963a2e544cb3c4b5bd8e89591b

Observation 132b202b-e7c1-4072-b9b2-c7aa2c515ac7 · outbound

This paper cites an unresolved cited work.

Toward Knowledge-Guided AI for Inverse Design in Manufacturing: A Perspective on Domain, Physics, and Human-AI Synergy Unresolved cited work

Reference 42

Resolution
unresolved
raw_fallback, observed 2026-08-07T12:53:54.779568Z

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.

source=pdf_text observed=2026-08-07T12:53:37.980818Z digest=sha256:272658921d1dd108dfb1746da3cc2823b9f5d91dbf496889b233f381e868c538

Observation 0c7810c1-dcff-4160-b62d-2fca8a63a40b · outbound

This paper cites S., Reynvaan, J.

Toward Knowledge-Guided AI for Inverse Design in Manufacturing: A Perspective on Domain, Physics, and Human-AI Synergy S., Reynvaan, J

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:53:54.505365Z

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.

source=pdf_text observed=2026-08-07T12:53:38.107077Z digest=sha256:17df37bd813b38efc0bfc8b9c3b6c489a4fafdecc100cf49df405c680bd35f51

Observation 3e0faf1f-8790-4a69-b7ac-429b426f3a01 · outbound

This paper cites an unresolved cited work.

Toward Knowledge-Guided AI for Inverse Design in Manufacturing: A Perspective on Domain, Physics, and Human-AI Synergy Unresolved cited work

Reference 44

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unresolved
no resolver link, observed 2026-08-07T12:53:38.270811Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:53:38.270811Z digest=sha256:1a87bf874e68cfc9224a2ec227d049e1b95940ba7d87b41da4f1ac5c359aae0e

Observation d594f729-1cbf-48f1-a32b-5009b4d11b9d · outbound

This paper cites & Wang, F.

Toward Knowledge-Guided AI for Inverse Design in Manufacturing: A Perspective on Domain, Physics, and Human-AI Synergy & Wang, F

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:53:54.258493Z

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.

source=pdf_text observed=2026-08-07T12:53:38.389188Z digest=sha256:a558186ef22b91034b645485bfa4acb7d4dc29a4d4e322b38d0a9c40db4985dc

Observation 2231b407-78c4-44bb-ad15-4941dbbea7fd · outbound

This paper cites an unresolved cited work.

Toward Knowledge-Guided AI for Inverse Design in Manufacturing: A Perspective on Domain, Physics, and Human-AI Synergy Unresolved cited work

Reference 46

Resolution
verified exact
doi, observed 2026-08-07T12:53:47.376992Z

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.

source=pdf_text observed=2026-08-07T12:53:38.593240Z digest=sha256:6f354c47a4e915101e250a9de0e1f6cb9d4c583eed8da7f11a5cc60d6decf1f1

Observation c5e65a59-c7fb-4fe0-83e8-a4e4b752943e · outbound

This paper cites Exploring Physics-Informed Neural Networks: From Fundamentals to Applications in Complex Systems.

Toward Knowledge-Guided AI for Inverse Design in Manufacturing: A Perspective on Domain, Physics, and Human-AI Synergy Exploring Physics-Informed Neural Networks: From Fundamentals to Applications in Complex Systems

Reference 47

Resolution
unresolved
no resolver link, observed 2026-08-07T12:53:38.736584Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:53:38.736584Z digest=sha256:61a369f4cc3843fd795da1811c7b482a4e7e76863f05afcd416c51278d9c5eed

Observation a4ca2562-07a5-422a-a756-6dce236f9e54 · outbound

This paper cites an unresolved cited work.

Toward Knowledge-Guided AI for Inverse Design in Manufacturing: A Perspective on Domain, Physics, and Human-AI Synergy Unresolved cited work

Reference 48

Resolution
unresolved
raw_fallback, observed 2026-08-07T12:53:54.063286Z

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.

source=pdf_text observed=2026-08-07T12:53:38.868063Z digest=sha256:79569383a920e26d37d6d1299fe7f5e8284a8920ff0dbd2e83d3a435ba767326

Observation aa3ccef3-eb14-4702-9b59-da5d3d79631d · outbound

This paper cites an unresolved cited work.

Toward Knowledge-Guided AI for Inverse Design in Manufacturing: A Perspective on Domain, Physics, and Human-AI Synergy Unresolved cited work

Reference 49

Resolution
unresolved
raw_fallback, observed 2026-08-07T12:53:53.836887Z

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.

source=pdf_text observed=2026-08-07T12:53:39.047119Z digest=sha256:48d9aa543bdc075f8ceb4270f5385d1f41b09f353ec245c62d1f950ce3382744

Observation 864f5bc9-4c08-4bb7-a6f5-64222e730d21 · outbound

This paper cites CAD-Llama: Leveraging Large Language Models for Computer-Aided Design Parametric 3D Model Generation.

Toward Knowledge-Guided AI for Inverse Design in Manufacturing: A Perspective on Domain, Physics, and Human-AI Synergy CAD-Llama: Leveraging Large Language Models for Computer-Aided Design Parametric 3D Model Generation

Reference 50

Resolution
unresolved
no resolver link, observed 2026-08-07T12:53:39.252380Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:53:39.252380Z digest=sha256:ae138b00e7ce03093cbfaf98b44ab66a2d900fb6654a587e89f8f981c1dbf9e9

Observation 2b70c188-3efa-4469-b3d8-5f1fc38dcfd6 · outbound

This paper cites CAD-Coder: An Open-Source Vision-Language Model for Computer-Aided Design Code Generation.

Toward Knowledge-Guided AI for Inverse Design in Manufacturing: A Perspective on Domain, Physics, and Human-AI Synergy CAD-Coder: An Open-Source Vision-Language Model for Computer-Aided Design Code Generation

Reference 51

Resolution
unresolved
no resolver link, observed 2026-08-07T12:53:39.425464Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:53:39.425464Z digest=sha256:84aef1556ede781303297c39038c09c09f1092d83deff58e1185204b0371ffc8

Observation e48385fd-4867-49ec-b356-63a9c445c680 · outbound

This paper cites M., Man, B.

Toward Knowledge-Guided AI for Inverse Design in Manufacturing: A Perspective on Domain, Physics, and Human-AI Synergy M., Man, B

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:53:53.660776Z

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.

source=pdf_text observed=2026-08-07T12:53:39.562220Z digest=sha256:9d3ad9216ae5ed4e66916b9967903e5a1de49d6b49eb53f034b3d51a2f5d42aa

Observation fa154f5e-ea5b-4509-8b30-75b14897fef4 · outbound

This paper cites Large Language Model Agent as a Mechanical Designer.

Toward Knowledge-Guided AI for Inverse Design in Manufacturing: A Perspective on Domain, Physics, and Human-AI Synergy Large Language Model Agent as a Mechanical Designer

Reference 53

Resolution
unresolved
no resolver link, observed 2026-08-07T12:53:39.705185Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:53:39.705185Z digest=sha256:df8f5a629db5495149d0cec15d9910a16df26bf000c8401703e12b87058b2006

Observation eca80ef9-7362-46e6-85d5-f00616ba9d7e · outbound

This paper cites an unresolved cited work.

Toward Knowledge-Guided AI for Inverse Design in Manufacturing: A Perspective on Domain, Physics, and Human-AI Synergy Unresolved cited work

Reference 54

Resolution
unresolved
raw_fallback, observed 2026-08-07T12:53:53.343682Z

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.

source=pdf_text observed=2026-08-07T12:53:39.853737Z digest=sha256:64d4878eb6acab23353d8800f9a48193f6cd9f63d473cc6e236b4349a1471b79

Observation 5ab8c28f-7e98-45d0-8b1e-3dd26fd7e3a5 · outbound

This paper cites Designs that fit.

Toward Knowledge-Guided AI for Inverse Design in Manufacturing: A Perspective on Domain, Physics, and Human-AI Synergy Designs that fit

Reference 55

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:53:53.096200Z

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.

source=pdf_text observed=2026-08-07T12:53:40.004508Z digest=sha256:bc7378942710b10fe9832bc3105110e232cfb321975851cb383148fa8dcc639f

Observation 8e870e5b-a135-4501-b434-7a2098f2fa27 · outbound

This paper cites Designing the User Interface: Strategies for Effective Human - Computer Interaction.

Toward Knowledge-Guided AI for Inverse Design in Manufacturing: A Perspective on Domain, Physics, and Human-AI Synergy Designing the User Interface: Strategies for Effective Human - Computer Interaction

Reference 56

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:53:52.866820Z

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.

source=pdf_text observed=2026-08-07T12:53:40.120823Z digest=sha256:211f554300827bf8c0e0b3889e719acbd976f5ae65b5c5b8bb186fad6ec67923

Observation 310a6e75-9415-4061-917c-a79bcf13c748 · outbound

This paper cites Usability Engineering, Morgan Kaufmann Publishers Inc.

Toward Knowledge-Guided AI for Inverse Design in Manufacturing: A Perspective on Domain, Physics, and Human-AI Synergy Usability Engineering, Morgan Kaufmann Publishers Inc

Reference 57

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:53:52.562795Z

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.

source=pdf_text observed=2026-08-07T12:53:40.286794Z digest=sha256:11d04eb0679f87a58ebafa23a862221c93ff54fb5c8fbc07ea6dbea0107a8fc8

Observation ce2df20d-7d56-4280-867c-9761a48cc391 · outbound

This paper cites & Zaraki, A.

Toward Knowledge-Guided AI for Inverse Design in Manufacturing: A Perspective on Domain, Physics, and Human-AI Synergy & Zaraki, A

Reference 58

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:53:52.390001Z

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.

source=pdf_text observed=2026-08-07T12:53:40.454978Z digest=sha256:e3d83148201f821fafd85a9c167873cc06aab86cb8c862bcb25ea976476eed9b

Observation be984978-38fc-41bc-9cbc-7bc907a7c8de · outbound

This paper cites & Liu, A.

Toward Knowledge-Guided AI for Inverse Design in Manufacturing: A Perspective on Domain, Physics, and Human-AI Synergy & Liu, A

Reference 59

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:53:52.161767Z

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.

source=pdf_text observed=2026-08-07T12:53:40.591217Z digest=sha256:c0b42816aeb77a60039d354f5d502a4872d8ba405b157f83c379a10df6d84170

Observation c7c13b48-a6d9-43ad-b5d9-ef8819b0f3c8 · outbound

This paper cites an unresolved cited work.

Toward Knowledge-Guided AI for Inverse Design in Manufacturing: A Perspective on Domain, Physics, and Human-AI Synergy Unresolved cited work

Reference 60

Resolution
unresolved
raw_fallback, observed 2026-08-07T12:53:51.954304Z

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.

source=pdf_text observed=2026-08-07T12:53:40.654268Z digest=sha256:cf73094ee78095f9c3f1ecf582577fa2039d9bd447f4146e86cf25e841e1db3e

Observation 015f351e-c21a-40c0-a602-3187d54f00c5 · outbound

This paper cites Knowledge Sharing in Manufacturing using Large Language Models: User Evaluation and Model Benchmarking.

Toward Knowledge-Guided AI for Inverse Design in Manufacturing: A Perspective on Domain, Physics, and Human-AI Synergy Knowledge Sharing in Manufacturing using Large Language Models: User Evaluation and Model Benchmarking

Reference 61

Resolution
verified exact
local_arxiv, observed 2026-08-07T12:53:46.944362Z

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.

source=pdf_text observed=2026-08-07T12:53:40.755058Z digest=sha256:50fcbb1505331892c40ade6788408f40049f1e511a6d332c4d8b6e34dbab887d

Observation d3423f2e-3fe0-43ff-91f6-358f4e864166 · outbound

This paper cites & Farimani, A.

Toward Knowledge-Guided AI for Inverse Design in Manufacturing: A Perspective on Domain, Physics, and Human-AI Synergy & Farimani, A

Reference 62

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:53:51.680518Z

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.

source=pdf_text observed=2026-08-07T12:53:40.907176Z digest=sha256:8bb0632e78848d723e5b9da6daeab342f44f5c4dd1b28ebebc97b0b2faf53c9f

Observation 8ad3b903-13c2-4fa4-b1da-18822d378fad · outbound

This paper cites an unresolved cited work.

Toward Knowledge-Guided AI for Inverse Design in Manufacturing: A Perspective on Domain, Physics, and Human-AI Synergy Unresolved cited work

Reference 63

Resolution
unresolved
raw_fallback, observed 2026-08-07T12:53:51.393749Z

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.

source=pdf_text observed=2026-08-07T12:53:41.042390Z digest=sha256:768f6516056c9b4340a8213112d45337236cd299bdc3f0a43f3667df51d80206

Observation 09a33ba0-2c6b-4b0e-9ad7-755b87415d2e · outbound

This paper cites an unresolved cited work.

Toward Knowledge-Guided AI for Inverse Design in Manufacturing: A Perspective on Domain, Physics, and Human-AI Synergy Unresolved cited work

Reference 64

Resolution
unresolved
raw_fallback, observed 2026-08-07T12:53:51.060239Z

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.

source=pdf_text observed=2026-08-07T12:53:41.172035Z digest=sha256:19d53e3190f4c36eefdc57565cbf7af454becdc7d65a0c9612c3a1b9db068d26

Observation decf3ae1-8f7a-4ff7-91b0-468dc0085ab7 · outbound

This paper cites & Weyrich, M.

Toward Knowledge-Guided AI for Inverse Design in Manufacturing: A Perspective on Domain, Physics, and Human-AI Synergy & Weyrich, M

Reference 65

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:53:50.749055Z

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.

source=pdf_text observed=2026-08-07T12:53:41.329854Z digest=sha256:d311de31663d65ac7d52e47c094d54e4ceb695898250ba01c485b138d30393ad

Observation 1e01b084-2666-4059-9c3c-95e538250f0b · outbound

This paper cites & Mercangöz, M.

Toward Knowledge-Guided AI for Inverse Design in Manufacturing: A Perspective on Domain, Physics, and Human-AI Synergy & Mercangöz, M

Reference 66

Resolution
verified exact
doi, observed 2026-08-07T12:53:46.619698Z

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.

source=pdf_text observed=2026-08-07T12:53:41.492489Z digest=sha256:80821db99b70a78cb476a207f85359a5e6c30cab0d69534fa03ca852b3becd75

Observation 46efec45-c6db-4120-9233-99d98260ad30 · outbound

This paper cites & Kovalenko, I.

Toward Knowledge-Guided AI for Inverse Design in Manufacturing: A Perspective on Domain, Physics, and Human-AI Synergy & Kovalenko, I

Reference 67

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:53:50.474969Z

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.

source=pdf_text observed=2026-08-07T12:53:41.623677Z digest=sha256:0bdc2ff82699b8447221d54bc5e414b507c4c3379131accbfa31b2a99c1cd560

Observation dfa98354-1290-4aa4-9c18-849d724ff166 · outbound

This paper cites & Farimani, A.

Toward Knowledge-Guided AI for Inverse Design in Manufacturing: A Perspective on Domain, Physics, and Human-AI Synergy & Farimani, A

Reference 68

Resolution
unresolved
no resolver link, observed 2026-08-07T12:53:41.803813Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:53:41.803813Z digest=sha256:88d811d17e0e35bf80cc7dfaa3ec2f5760b6109423d57fecb7b640bb6d524e55

Observation 772f45ef-17fd-4069-983b-420cc15fbc0c · outbound

This paper cites an unresolved cited work.

Toward Knowledge-Guided AI for Inverse Design in Manufacturing: A Perspective on Domain, Physics, and Human-AI Synergy Unresolved cited work

Reference 69

Resolution
unresolved
raw_fallback, observed 2026-08-07T12:53:50.151282Z

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.

source=pdf_text observed=2026-08-07T12:53:41.983334Z digest=sha256:3e068581e2cda1c7ce0205c1c898ab6e2f1c38e849e9c0094f8badf7f5d285f2

Observation 3b00599f-6e09-44a9-896d-9a881ef0c3fa · outbound

This paper cites an unresolved cited work.

Toward Knowledge-Guided AI for Inverse Design in Manufacturing: A Perspective on Domain, Physics, and Human-AI Synergy Unresolved cited work

Reference 70

Resolution
unresolved
raw_fallback, observed 2026-08-07T12:53:49.851893Z

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.

source=pdf_text observed=2026-08-07T12:53:42.120300Z digest=sha256:0ee07a20a691596f207d9b913f3c0cb95fa1c2133064ed82d3f64f7322fd0f88

Observation 78a10724-4731-4b8d-80bc-c64983098631 · outbound

This paper cites Optimizing Instructions and Demonstrations for Multi-Stage Language Model Programs.

Toward Knowledge-Guided AI for Inverse Design in Manufacturing: A Perspective on Domain, Physics, and Human-AI Synergy Optimizing Instructions and Demonstrations for Multi-Stage Language Model Programs

Reference 71

Resolution
unresolved
no resolver link, observed 2026-08-07T12:53:42.259489Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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This paper cites AFlow: Automating Agentic Workflow Generation.

Toward Knowledge-Guided AI for Inverse Design in Manufacturing: A Perspective on Domain, Physics, and Human-AI Synergy AFlow: Automating Agentic Workflow Generation

Reference 72

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Source-reported events for the cited work

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Toward Knowledge-Guided AI for Inverse Design in Manufacturing: A Perspective on Domain, Physics, and Human-AI Synergy Unresolved cited work

Reference 73

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Toward Knowledge-Guided AI for Inverse Design in Manufacturing: A Perspective on Domain, Physics, and Human-AI Synergy Unresolved cited work

Reference 74

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This paper cites an unresolved cited work.

Toward Knowledge-Guided AI for Inverse Design in Manufacturing: A Perspective on Domain, Physics, and Human-AI Synergy Unresolved cited work

Reference 75

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

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Toward Knowledge-Guided AI for Inverse Design in Manufacturing: A Perspective on Domain, Physics, and Human-AI Synergy Unresolved cited work

Reference 76

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Toward Knowledge-Guided AI for Inverse Design in Manufacturing: A Perspective on Domain, Physics, and Human-AI Synergy Unresolved cited work

Reference 77

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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.

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This paper cites It’s a Fair Game.

Toward Knowledge-Guided AI for Inverse Design in Manufacturing: A Perspective on Domain, Physics, and Human-AI Synergy It’s a Fair Game

Reference 78

Resolution
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Toward Knowledge-Guided AI for Inverse Design in Manufacturing: A Perspective on Domain, Physics, and Human-AI Synergy Unresolved cited work

Reference 79

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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.

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Observation 2ea9027f-39eb-4218-aa21-2dd8015ae818 · outbound

This paper cites DRL-Based Injection Molding Process Parameter Optimization for Adaptive and Profitable Production.

Toward Knowledge-Guided AI for Inverse Design in Manufacturing: A Perspective on Domain, Physics, and Human-AI Synergy DRL-Based Injection Molding Process Parameter Optimization for Adaptive and Profitable Production

Reference 80

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Observation 1714c3fc-5b79-480b-a81a-ea8e79072ac5 · outbound

This paper cites & Lucchetta, G.

Toward Knowledge-Guided AI for Inverse Design in Manufacturing: A Perspective on Domain, Physics, and Human-AI Synergy & Lucchetta, G

Reference 81

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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.

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Observation 4c6f39db-066d-4ccc-9e1b-ce8617c8abc2 · outbound

This paper cites Physics-Informed Neural Networks for Inverse Modeling of Viscosity in Injection Molding.

Toward Knowledge-Guided AI for Inverse Design in Manufacturing: A Perspective on Domain, Physics, and Human-AI Synergy Physics-Informed Neural Networks for Inverse Modeling of Viscosity in Injection Molding

Reference 82

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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.

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Observation 05951712-8f5d-4e80-90c7-e52c5e3a5e67 · outbound

This paper cites -Y., Kim, H., Lee, I.

Toward Knowledge-Guided AI for Inverse Design in Manufacturing: A Perspective on Domain, Physics, and Human-AI Synergy -Y., Kim, H., Lee, I

Reference 83

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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.

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Pith citing papers

No inbound Pith citation observations are available.