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Paper Citation Record · LEDGER

A Physics-Flavored Transformer Network for Parametrizing Contraction Dynamics of Engineered Skeletal Muscle Tissues

As of 9 August 2026, this Paper Citation Record lists 82 of 82 outbound references and 0 inbound Pith citation observations for arXiv:2608.03927.

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

pith.paper-citation-record.v1
2608.03927 v1

Coverage vector

measured 82 of 82 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T05:39:27.390455Z

measured 82 of 82 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+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

82 of 82 outbound references displayed

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  • verified fuzzy0
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation c236e89e-2cb2-4467-945f-98712308faa6 · outbound

This paper cites an unresolved cited work.

A Physics-Flavored Transformer Network for Parametrizing Contraction Dynamics of Engineered Skeletal Muscle Tissues Unresolved cited work

Reference 1

Resolution
verified exact
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation fbdd022e-2bbd-4f2a-9d7f-4d1da2f11935 · outbound

This paper cites an unresolved cited work.

A Physics-Flavored Transformer Network for Parametrizing Contraction Dynamics of Engineered Skeletal Muscle Tissues Unresolved cited work

Reference 2

Resolution
verified exact
doi, observed 2026-08-05T05:39:34.132755Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation e53246cb-6e07-4c93-88f4-81949624673b · outbound

This paper cites an unresolved cited work.

A Physics-Flavored Transformer Network for Parametrizing Contraction Dynamics of Engineered Skeletal Muscle Tissues Unresolved cited work

Reference 3

Resolution
verified exact
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Source-reported events for the cited work

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Observation 6ea7f2f0-f78b-47a9-866d-d22ed5477d14 · outbound

This paper cites an unresolved cited work.

A Physics-Flavored Transformer Network for Parametrizing Contraction Dynamics of Engineered Skeletal Muscle Tissues Unresolved cited work

Reference 4

Resolution
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Source-reported events for the cited work

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Observation 8337470d-644b-4abd-9358-efe8f811b7c1 · outbound

This paper cites an unresolved cited work.

A Physics-Flavored Transformer Network for Parametrizing Contraction Dynamics of Engineered Skeletal Muscle Tissues Unresolved cited work

Reference 5

Resolution
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Source-reported events for the cited work

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Observation 973dd5e4-10f2-4c93-9245-066a0bcc01bf · outbound

This paper cites an unresolved cited work.

A Physics-Flavored Transformer Network for Parametrizing Contraction Dynamics of Engineered Skeletal Muscle Tissues Unresolved cited work

Reference 6

Resolution
verified exact
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation 709127cd-48f5-424a-a9bd-63150bdd3870 · outbound

This paper cites an unresolved cited work.

A Physics-Flavored Transformer Network for Parametrizing Contraction Dynamics of Engineered Skeletal Muscle Tissues Unresolved cited work

Reference 7

Resolution
verified exact
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Source-reported events for the cited work

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Observation a13c588b-b848-4da7-9b07-82b1e9606d1f · outbound

This paper cites an unresolved cited work.

A Physics-Flavored Transformer Network for Parametrizing Contraction Dynamics of Engineered Skeletal Muscle Tissues Unresolved cited work

Reference 8

Resolution
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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This paper cites an unresolved cited work.

A Physics-Flavored Transformer Network for Parametrizing Contraction Dynamics of Engineered Skeletal Muscle Tissues Unresolved cited work

Reference 9

Resolution
verified exact
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Source-reported events for the cited work

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Observation 95513c3e-0c79-4904-b92d-3794b02dc9fc · outbound

This paper cites an unresolved cited work.

A Physics-Flavored Transformer Network for Parametrizing Contraction Dynamics of Engineered Skeletal Muscle Tissues Unresolved cited work

Reference 10

Resolution
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Source-reported events for the cited work

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This paper cites an unresolved cited work.

A Physics-Flavored Transformer Network for Parametrizing Contraction Dynamics of Engineered Skeletal Muscle Tissues Unresolved cited work

Reference 11

Resolution
verified exact
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Source-reported events for the cited work

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Observation a564b400-b86a-4ea8-b2e5-666a7be866c2 · outbound

This paper cites an unresolved cited work.

A Physics-Flavored Transformer Network for Parametrizing Contraction Dynamics of Engineered Skeletal Muscle Tissues Unresolved cited work

Reference 12

Resolution
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Source-reported events for the cited work

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This paper cites an unresolved cited work.

A Physics-Flavored Transformer Network for Parametrizing Contraction Dynamics of Engineered Skeletal Muscle Tissues Unresolved cited work

Reference 13

Resolution
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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This paper cites an unresolved cited work.

A Physics-Flavored Transformer Network for Parametrizing Contraction Dynamics of Engineered Skeletal Muscle Tissues Unresolved cited work

Reference 14

Resolution
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Source-reported events for the cited work

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This paper cites an unresolved cited work.

A Physics-Flavored Transformer Network for Parametrizing Contraction Dynamics of Engineered Skeletal Muscle Tissues Unresolved cited work

Reference 15

Resolution
unresolved
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 39057911-21f3-4411-9d38-e2bc2d0130cb · outbound

This paper cites an unresolved cited work.

A Physics-Flavored Transformer Network for Parametrizing Contraction Dynamics of Engineered Skeletal Muscle Tissues Unresolved cited work

Reference 16

Resolution
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Source-reported events for the cited work

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Observation d6af161a-96d2-4c1d-bbfa-4a3916af5ddd · outbound

This paper cites an unresolved cited work.

A Physics-Flavored Transformer Network for Parametrizing Contraction Dynamics of Engineered Skeletal Muscle Tissues Unresolved cited work

Reference 17

Resolution
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Source-reported events for the cited work

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Observation e76435f5-618f-43eb-85fc-2334131db4e3 · outbound

This paper cites an unresolved cited work.

A Physics-Flavored Transformer Network for Parametrizing Contraction Dynamics of Engineered Skeletal Muscle Tissues Unresolved cited work

Reference 18

Resolution
verified exact
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Source-reported events for the cited work

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A Physics-Flavored Transformer Network for Parametrizing Contraction Dynamics of Engineered Skeletal Muscle Tissues Unresolved cited work

Reference 19

Resolution
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Source-reported events for the cited work

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Observation c1e4d4bd-1542-4e31-a1e8-8588b6cc8ee8 · outbound

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A Physics-Flavored Transformer Network for Parametrizing Contraction Dynamics of Engineered Skeletal Muscle Tissues Unresolved cited work

Reference 20

Resolution
verified exact
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Source-reported events for the cited work

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Observation e78846a6-287a-46ad-824a-0f3c19bbf52d · outbound

This paper cites an unresolved cited work.

A Physics-Flavored Transformer Network for Parametrizing Contraction Dynamics of Engineered Skeletal Muscle Tissues Unresolved cited work

Reference 21

Resolution
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Source-reported events for the cited work

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Observation 19576cf3-cbb4-4cb2-bd36-9df3efbd7c35 · outbound

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A Physics-Flavored Transformer Network for Parametrizing Contraction Dynamics of Engineered Skeletal Muscle Tissues Unresolved cited work

Reference 22

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Source-reported events for the cited work

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Observation c704fdbc-f80f-4fb5-8277-89f1c0587d50 · outbound

This paper cites an unresolved cited work.

A Physics-Flavored Transformer Network for Parametrizing Contraction Dynamics of Engineered Skeletal Muscle Tissues Unresolved cited work

Reference 23

Resolution
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Source-reported events for the cited work

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Observation fe5ec493-79e8-434c-90da-f43f7470fc1d · outbound

This paper cites an unresolved cited work.

A Physics-Flavored Transformer Network for Parametrizing Contraction Dynamics of Engineered Skeletal Muscle Tissues Unresolved cited work

Reference 24

Resolution
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Source-reported events for the cited work

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Observation b1f34f0d-d1e0-4566-a240-5fd7658434ee · outbound

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A Physics-Flavored Transformer Network for Parametrizing Contraction Dynamics of Engineered Skeletal Muscle Tissues Unresolved cited work

Reference 25

Resolution
verified exact
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Source-reported events for the cited work

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Observation 38cb079c-79f0-46db-8171-759b47163f1e · outbound

This paper cites an unresolved cited work.

A Physics-Flavored Transformer Network for Parametrizing Contraction Dynamics of Engineered Skeletal Muscle Tissues Unresolved cited work

Reference 26

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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This paper cites an unresolved cited work.

A Physics-Flavored Transformer Network for Parametrizing Contraction Dynamics of Engineered Skeletal Muscle Tissues Unresolved cited work

Reference 27

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation 2e46e941-4dd3-462d-bfee-29b19458fa07 · outbound

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A Physics-Flavored Transformer Network for Parametrizing Contraction Dynamics of Engineered Skeletal Muscle Tissues Unresolved cited work

Reference 28

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 8fb8c4ca-00eb-4b8e-8cde-dc458b2ada3e · outbound

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Reference 29

Resolution
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 17d051d8-90fa-4558-8d2f-41997f89b89d · outbound

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Reference 30

Resolution
verified exact
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Source-reported events for the cited work

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Observation 8b906175-9ea9-4f2e-85c3-721ae3203a65 · outbound

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A Physics-Flavored Transformer Network for Parametrizing Contraction Dynamics of Engineered Skeletal Muscle Tissues Unresolved cited work

Reference 31

Resolution
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Source-reported events for the cited work

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Observation 71bcab87-b253-400d-92ea-63bac0e06a4a · outbound

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A Physics-Flavored Transformer Network for Parametrizing Contraction Dynamics of Engineered Skeletal Muscle Tissues Semi-Supervised Disparity Estimation with Deep Feature Reconstruction

Reference 32

Resolution
verified exact
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation e9d3b295-3b47-4949-9438-2057f2fd054a · outbound

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A Physics-Flavored Transformer Network for Parametrizing Contraction Dynamics of Engineered Skeletal Muscle Tissues Unresolved cited work

Reference 33

Resolution
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Source-reported events for the cited work

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Observation ffaad1d2-482c-4c3a-9b05-51417b9ae6b8 · outbound

This paper cites An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale.

A Physics-Flavored Transformer Network for Parametrizing Contraction Dynamics of Engineered Skeletal Muscle Tissues An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale

Reference 34

Resolution
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 0a8c4a65-a36f-4dd0-8fd1-1db5cd027e98 · outbound

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A Physics-Flavored Transformer Network for Parametrizing Contraction Dynamics of Engineered Skeletal Muscle Tissues BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding

Reference 35

Resolution
unresolved
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 361baa37-7eea-4c0b-8e06-5b19701e7a64 · outbound

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A Physics-Flavored Transformer Network for Parametrizing Contraction Dynamics of Engineered Skeletal Muscle Tissues Unresolved cited work

Reference 36

Resolution
verified exact
doi, observed 2026-08-05T05:39:31.680695Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation fbe7e651-68aa-424a-921c-56dc001496c5 · outbound

This paper cites an unresolved cited work.

A Physics-Flavored Transformer Network for Parametrizing Contraction Dynamics of Engineered Skeletal Muscle Tissues Unresolved cited work

Reference 37

Resolution
verified exact
doi, observed 2026-08-05T05:39:31.482323Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T05:39:23.417798Z digest=sha256:5b8c4371a13df94869c798ebc1c17d95a3db542a02f13de2a27514ded71b53ad

Observation 94401a19-0685-4e49-ba80-0183186b734e · outbound

This paper cites an unresolved cited work.

A Physics-Flavored Transformer Network for Parametrizing Contraction Dynamics of Engineered Skeletal Muscle Tissues Unresolved cited work

Reference 38

Resolution
verified exact
doi, observed 2026-08-05T05:39:31.219451Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T05:39:23.508946Z digest=sha256:56c066fa7ff24ec9e59363fb5f033352937554237dd9fbe4054ddb6cf1e7ce40

Observation 6515df2e-eb4b-44c7-a140-9c217add98f0 · outbound

This paper cites an unresolved cited work.

A Physics-Flavored Transformer Network for Parametrizing Contraction Dynamics of Engineered Skeletal Muscle Tissues Unresolved cited work

Reference 39

Resolution
verified exact
doi, observed 2026-08-05T05:39:31.007301Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T05:39:23.597132Z digest=sha256:b77638eb7015d4820cf7d9dd04c10917780427c978d41ba8e627c0150be792fe

Observation 3f19410d-b4e0-489d-8d5e-d5ea371e65ed · outbound

This paper cites an unresolved cited work.

A Physics-Flavored Transformer Network for Parametrizing Contraction Dynamics of Engineered Skeletal Muscle Tissues Unresolved cited work

Reference 40

Resolution
verified exact
raw_fallback, observed 2026-08-05T05:39:35.602482Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T05:39:23.721540Z digest=sha256:c460baa3b7f4a098d002e3aa28fdd94006f2c3426e2cd02ac86cac10ffd6f5a8

Observation 2e86c85b-d8be-414f-a7ca-ca2f7d49d4ad · outbound

This paper cites an unresolved cited work.

A Physics-Flavored Transformer Network for Parametrizing Contraction Dynamics of Engineered Skeletal Muscle Tissues Unresolved cited work

Reference 41

Resolution
verified exact
doi, observed 2026-08-05T05:39:30.764748Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T05:39:23.821534Z digest=sha256:0034c65539066e96cfbc45b60f23ea149e0edef0830214e4fac16de7d0eed04b

Observation 60836b15-90d0-4487-af89-c76b58a12faa · outbound

This paper cites an unresolved cited work.

A Physics-Flavored Transformer Network for Parametrizing Contraction Dynamics of Engineered Skeletal Muscle Tissues Unresolved cited work

Reference 42

Resolution
verified exact
doi, observed 2026-08-05T05:39:30.593565Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T05:39:23.899068Z digest=sha256:56fdb4ef0e01790fb0a5b3116cddc0b89c86978533ac148d70ba157c8d9b4321

Observation 37813d1d-c2e4-4eac-8f72-5c18fb548989 · outbound

This paper cites an unresolved cited work.

A Physics-Flavored Transformer Network for Parametrizing Contraction Dynamics of Engineered Skeletal Muscle Tissues Unresolved cited work

Reference 43

Resolution
verified exact
doi, observed 2026-08-05T05:39:30.203044Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T05:39:23.995515Z digest=sha256:e8f1461dba0ee1216f03e4338c9f4e9c37429789c44905a99527d4da2beb301d

Observation bcda7833-ebc4-466f-aa11-b3686df1dbb8 · outbound

This paper cites an unresolved cited work.

A Physics-Flavored Transformer Network for Parametrizing Contraction Dynamics of Engineered Skeletal Muscle Tissues Unresolved cited work

Reference 44

Resolution
verified exact
doi, observed 2026-08-05T05:39:39.307683Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T05:39:24.083846Z digest=sha256:aca850b3a5a8844f5c63d7878268def34e80e7a3eca3125e40014665789c644d

Observation afea8359-d8bf-40fc-af98-81859d8226b9 · outbound

This paper cites an unresolved cited work.

A Physics-Flavored Transformer Network for Parametrizing Contraction Dynamics of Engineered Skeletal Muscle Tissues Unresolved cited work

Reference 45

Resolution
verified exact
doi, observed 2026-08-05T05:39:29.955569Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T05:39:24.230543Z digest=sha256:62373700141ca8f9506c23beb7be55f4090328bf1920720672894af81bae5054

Observation 6b9bb175-755b-4ad1-9e65-77e1047b4f75 · outbound

This paper cites an unresolved cited work.

A Physics-Flavored Transformer Network for Parametrizing Contraction Dynamics of Engineered Skeletal Muscle Tissues Unresolved cited work

Reference 46

Resolution
verified exact
doi, observed 2026-08-05T05:39:29.801037Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T05:39:24.337744Z digest=sha256:ef1c878dee881e74731a549c74393138797ac4e6b59026616b3d750ff942fef2

Observation 91087964-dd7a-430c-a32f-38a6e22a5602 · outbound

This paper cites an unresolved cited work.

A Physics-Flavored Transformer Network for Parametrizing Contraction Dynamics of Engineered Skeletal Muscle Tissues Unresolved cited work

Reference 47

Resolution
unresolved
no resolver link, observed 2026-08-05T05:39:24.437450Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T05:39:24.437450Z digest=sha256:148c2d00fe818b4671d9a3f184f3f6b331c35cc6a7fffa38e47f0ff324317d5f

Observation 287bfd42-600d-4b8d-9160-fd3e898be7bb · outbound

This paper cites an unresolved cited work.

A Physics-Flavored Transformer Network for Parametrizing Contraction Dynamics of Engineered Skeletal Muscle Tissues Unresolved cited work

Reference 48

Resolution
verified exact
doi, observed 2026-08-05T05:39:29.618019Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T05:39:24.502197Z digest=sha256:a942ae784469680ce6ae53203ddfaa59abca9c8e44a415dbfd2643bd3ab1248f

Observation 4bce2bae-3fc3-40f9-9417-d7a0acbbc6e1 · outbound

This paper cites an unresolved cited work.

A Physics-Flavored Transformer Network for Parametrizing Contraction Dynamics of Engineered Skeletal Muscle Tissues Unresolved cited work

Reference 49

Resolution
verified exact
doi, observed 2026-08-05T05:39:29.435720Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T05:39:24.587651Z digest=sha256:19032c461f21fa8c50bd293936ee6ccfa1ff5c4f51cf4a4caa6eb9f5cf93abab

Observation a7403cdc-a149-4939-af79-d873f20bc75e · outbound

This paper cites Stretched Exponential Relaxation.

A Physics-Flavored Transformer Network for Parametrizing Contraction Dynamics of Engineered Skeletal Muscle Tissues Stretched Exponential Relaxation

Reference 50

Resolution
verified exact
local_arxiv, observed 2026-08-05T05:39:29.253913Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T05:39:24.699163Z digest=sha256:7cec4874173df946a091878a7ec183467da31937c1dedcbcca0ca724324ce9d8

Observation 4e72d3fb-5b79-456a-8aa8-5069cf2d8925 · outbound

This paper cites an unresolved cited work.

A Physics-Flavored Transformer Network for Parametrizing Contraction Dynamics of Engineered Skeletal Muscle Tissues Unresolved cited work

Reference 51

Resolution
malformed identifier
no resolver link, observed 2026-08-05T05:39:24.780436Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T05:39:24.780436Z digest=sha256:31a2f893c6167eb15177b3d82c715e22cc6e3c1635bb35dc7fbfb9507432907a

Observation 5ab3d194-b187-4db2-ac4e-f45203deaeac · outbound

This paper cites an unresolved cited work.

A Physics-Flavored Transformer Network for Parametrizing Contraction Dynamics of Engineered Skeletal Muscle Tissues Unresolved cited work

Reference 52

Resolution
malformed identifier
raw_fallback, observed 2026-08-05T05:39:39.057592Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T05:39:24.869148Z digest=sha256:9b9c7298097c5c100fdf2fd20df4102444a647b0132f22fd1140e98f599a2ef7

Observation 18f39d06-359a-491d-9ea9-db32a537b194 · outbound

This paper cites an unresolved cited work.

A Physics-Flavored Transformer Network for Parametrizing Contraction Dynamics of Engineered Skeletal Muscle Tissues Unresolved cited work

Reference 53

Resolution
verified exact
doi, observed 2026-08-05T05:39:29.112344Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T05:39:24.955439Z digest=sha256:0b544a933153e5758163c5b249ec69f64fff48c18d4b25d9f7f7723fa9cb9d80

Observation 431ef401-0b23-47ba-8514-06315faf61f8 · outbound

This paper cites an unresolved cited work.

A Physics-Flavored Transformer Network for Parametrizing Contraction Dynamics of Engineered Skeletal Muscle Tissues Unresolved cited work

Reference 54

Resolution
verified exact
doi, observed 2026-08-05T05:39:28.931540Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T05:39:25.052321Z digest=sha256:6e2bf963662be4cc654a17095b15e41a3fecabf8fe4a3bc32f91752f5c4a9237

Observation dd8b0954-db3a-40f3-9bdb-5f47ec7fc7aa · outbound

This paper cites an unresolved cited work.

A Physics-Flavored Transformer Network for Parametrizing Contraction Dynamics of Engineered Skeletal Muscle Tissues Unresolved cited work

Reference 55

Resolution
malformed identifier
raw_fallback, observed 2026-08-05T05:39:38.886146Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T05:39:25.115428Z digest=sha256:25cd4f1873f57e2258e6c60394652a5fb5dbea87c631bf42df466498af92a02d

Observation 5f5387ba-e9f6-447f-9ad0-3841df869a84 · outbound

This paper cites an unresolved cited work.

A Physics-Flavored Transformer Network for Parametrizing Contraction Dynamics of Engineered Skeletal Muscle Tissues Unresolved cited work

Reference 56

Resolution
verified exact
doi, observed 2026-08-05T05:39:28.806638Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T05:39:25.170960Z digest=sha256:22ede94a4b3ef58fc02deffc31adb7bba2529bcd311ed3ea9694aa0d9706319c

Observation a5ee20ad-a2bf-47a3-aee6-775b567326eb · outbound

This paper cites an unresolved cited work.

A Physics-Flavored Transformer Network for Parametrizing Contraction Dynamics of Engineered Skeletal Muscle Tissues Unresolved cited work

Reference 57

Resolution
verified exact
doi, observed 2026-08-05T05:39:28.617042Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T05:39:25.278693Z digest=sha256:4977a218f91a7b982f58993d44975283863e9878c0c0268a8519536bc1197600

Observation 6be451c6-9573-4455-a0b0-4ed22469676a · outbound

This paper cites Attention Is All You Need.

A Physics-Flavored Transformer Network for Parametrizing Contraction Dynamics of Engineered Skeletal Muscle Tissues Attention Is All You Need

Reference 58

Resolution
unresolved
no resolver link, observed 2026-08-05T05:39:25.342483Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T05:39:25.342483Z digest=sha256:59e4459373bcbce96855b46b63e24e246fa098492282b72d6bc7362a56aa7202

Observation e01a417f-e4eb-4cf2-b051-06abd089b950 · outbound

This paper cites Optuna: A Next-generation Hyperparameter Optimization Framework.

A Physics-Flavored Transformer Network for Parametrizing Contraction Dynamics of Engineered Skeletal Muscle Tissues Optuna: A Next-generation Hyperparameter Optimization Framework

Reference 59

Resolution
unresolved
no resolver link, observed 2026-08-05T05:39:25.477392Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T05:39:25.477392Z digest=sha256:387fed073c95c517ebef3a0e767b59df152c436a557d7d477fb61a5a0cec280f

Observation 6e5b73ba-ecca-4db9-a5b0-3f85ee7eb1bf · outbound

This paper cites Axiomatic Attribution for Deep Networks.

A Physics-Flavored Transformer Network for Parametrizing Contraction Dynamics of Engineered Skeletal Muscle Tissues Axiomatic Attribution for Deep Networks

Reference 60

Resolution
unresolved
no resolver link, observed 2026-08-05T05:39:25.619480Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T05:39:25.619480Z digest=sha256:e0f5780bca67ece4fcc405fd11f77a0a8faf56ed9f89b6d35c9d7992dc3b8f44

Observation 1b3eae41-c358-42b9-ac2f-da8480656b37 · outbound

This paper cites Captum: A unified and generic model interpretability library for PyTorch.

A Physics-Flavored Transformer Network for Parametrizing Contraction Dynamics of Engineered Skeletal Muscle Tissues Captum: A unified and generic model interpretability library for PyTorch

Reference 61

Resolution
unresolved
no resolver link, observed 2026-08-05T05:39:25.732256Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T05:39:25.732256Z digest=sha256:6eea503b5243432d1bf57204e479366d402b953aab7d08d30aa4e606ab4fa4a4

Observation f9728ec2-61fa-4bbb-b2e8-a66c52136019 · outbound

This paper cites an unresolved cited work.

A Physics-Flavored Transformer Network for Parametrizing Contraction Dynamics of Engineered Skeletal Muscle Tissues Unresolved cited work

Reference 62

Resolution
unresolved
no resolver link, observed 2026-08-05T05:39:25.854696Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T05:39:25.854696Z digest=sha256:b249450e8b8bbd2ae5ff232fead7d75a45d7440949b2584bb499ebd87492f95d

Observation ecdf0233-c944-4321-878a-95e9492779da · outbound

This paper cites an unresolved cited work.

A Physics-Flavored Transformer Network for Parametrizing Contraction Dynamics of Engineered Skeletal Muscle Tissues Unresolved cited work

Reference 63

Resolution
unresolved
raw_fallback, observed 2026-08-05T05:39:38.670244Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T05:39:25.957548Z digest=sha256:a795fbbbe8998813c39af735002b1ac748369c03d117d5d1925f97d809d287fd

Observation 3ba98fe2-90bf-4ed3-9bc8-36c5b2e93d59 · outbound

This paper cites an unresolved cited work.

A Physics-Flavored Transformer Network for Parametrizing Contraction Dynamics of Engineered Skeletal Muscle Tissues Unresolved cited work

Reference 64

Resolution
malformed identifier
raw_fallback, observed 2026-08-05T05:39:38.450658Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T05:39:26.060888Z digest=sha256:27b93de40621e62a67871c9a3efbba623e0b508973f5151f3d146e0162bb1ce4

Observation 2285322a-8690-4fae-bd2a-42cf88bf8411 · outbound

This paper cites an unresolved cited work.

A Physics-Flavored Transformer Network for Parametrizing Contraction Dynamics of Engineered Skeletal Muscle Tissues Unresolved cited work

Reference 65

Resolution
verified exact
raw_fallback, observed 2026-08-05T05:39:35.382128Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T05:39:26.148135Z digest=sha256:7af9e75ae4e62629504ff6d92ae4a8e740079509877ce84dc45c90b868e2f8ad

Observation 9bcde9b9-568f-434f-81db-0fb8e2e371df · outbound

This paper cites an unresolved cited work.

A Physics-Flavored Transformer Network for Parametrizing Contraction Dynamics of Engineered Skeletal Muscle Tissues Unresolved cited work

Reference 66

Resolution
verified exact
raw_fallback, observed 2026-08-05T05:39:35.205137Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T05:39:26.222364Z digest=sha256:beeb651c42c9961005f9208f343e0ce136f8d83ae1c05ce6075e23e67b49cc65

Observation f0785d0d-d990-4ee9-a323-5eb64d80ee8d · outbound

This paper cites an unresolved cited work.

A Physics-Flavored Transformer Network for Parametrizing Contraction Dynamics of Engineered Skeletal Muscle Tissues Unresolved cited work

Reference 67

Resolution
verified exact
doi, observed 2026-08-05T05:39:28.403173Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T05:39:26.321812Z digest=sha256:13165093d218944b22f088a31143cadf792ef334ba308e9ec4e922a27d63c2ff

Observation 29dc44dd-4a6f-49ac-a129-d35b8a2ed77d · outbound

This paper cites an unresolved cited work.

A Physics-Flavored Transformer Network for Parametrizing Contraction Dynamics of Engineered Skeletal Muscle Tissues Unresolved cited work

Reference 68

Resolution
verified exact
doi, observed 2026-08-05T05:39:28.172667Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T05:39:26.382364Z digest=sha256:f2107d4d7ec49c64d939bcfbcfb4b28c9ca694ea0331532f276c749b2325eae3

Observation 5c7ed1f0-6b27-4599-bad6-d3c036e00b34 · outbound

This paper cites an unresolved cited work.

A Physics-Flavored Transformer Network for Parametrizing Contraction Dynamics of Engineered Skeletal Muscle Tissues Unresolved cited work

Reference 69

Resolution
verified exact
doi, observed 2026-08-05T05:39:28.016654Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T05:39:26.445536Z digest=sha256:510cf5331d9b0ef6916116f0a7def8f582999d23312930a8a870b1d624e4908a

Observation f6f32a09-eef7-4713-bf87-a1a4f6ae4d15 · outbound

This paper cites an unresolved cited work.

A Physics-Flavored Transformer Network for Parametrizing Contraction Dynamics of Engineered Skeletal Muscle Tissues Unresolved cited work

Reference 70

Resolution
unresolved
raw_fallback, observed 2026-08-05T05:39:38.226178Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T05:39:26.489242Z digest=sha256:564215041303da9af7fd95d875e539794775c93ed284050da9d1a7035acc6a98

Observation 09b31a6f-1738-4e98-a473-2eb92662c6b6 · outbound

This paper cites an unresolved cited work.

A Physics-Flavored Transformer Network for Parametrizing Contraction Dynamics of Engineered Skeletal Muscle Tissues Unresolved cited work

Reference 71

Resolution
unresolved
raw_fallback, observed 2026-08-05T05:39:38.019402Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T05:39:26.622403Z digest=sha256:a43850d8399a9ebf677a7df78011b8f53461d7f0379b79937f913cdb38ae5e84

Observation 85000fc3-d99b-4c3c-a017-78b6179ac6ca · outbound

This paper cites an unresolved cited work.

A Physics-Flavored Transformer Network for Parametrizing Contraction Dynamics of Engineered Skeletal Muscle Tissues Unresolved cited work

Reference 72

Resolution
verified exact
doi, observed 2026-08-05T05:39:27.844980Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T05:39:26.543542Z digest=sha256:2ea79f81486a327a0b922eda2cb046c43c133df553803d7f5966e42b04f57ef3

Observation 62aeeee5-f526-4b4e-a34a-50ac2aa4d10c · outbound

This paper cites How Much Position Information Do Convolutional Neural Networks Encode?.

A Physics-Flavored Transformer Network for Parametrizing Contraction Dynamics of Engineered Skeletal Muscle Tissues How Much Position Information Do Convolutional Neural Networks Encode?

Reference 73

Resolution
unresolved
no resolver link, observed 2026-08-05T05:39:26.911877Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 4d2b3dfe-37c1-4db3-a16c-420f8cc3294d · outbound

This paper cites an unresolved cited work.

A Physics-Flavored Transformer Network for Parametrizing Contraction Dynamics of Engineered Skeletal Muscle Tissues Unresolved cited work

Reference 74

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Source-reported events for the cited work

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Observation 7c2b2306-1712-497b-930f-42957cb8fa91 · outbound

This paper cites an unresolved cited work.

A Physics-Flavored Transformer Network for Parametrizing Contraction Dynamics of Engineered Skeletal Muscle Tissues Unresolved cited work

Reference 75

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation 13d26bb4-8f9e-40a1-b4a4-22a39f505298 · outbound

This paper cites Long Short-term Memory RNN.

A Physics-Flavored Transformer Network for Parametrizing Contraction Dynamics of Engineered Skeletal Muscle Tissues Long Short-term Memory RNN

Reference 76

Resolution
unresolved
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 1af468d6-fe27-4ae0-8136-f702c301cc27 · outbound

This paper cites an unresolved cited work.

A Physics-Flavored Transformer Network for Parametrizing Contraction Dynamics of Engineered Skeletal Muscle Tissues Unresolved cited work

Reference 77

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation ef7ac46d-34d0-4202-bd57-02657b3fa344 · outbound

This paper cites Empirical Evaluation of Gated Recurrent Neural Networks on Sequence Modeling.

A Physics-Flavored Transformer Network for Parametrizing Contraction Dynamics of Engineered Skeletal Muscle Tissues Empirical Evaluation of Gated Recurrent Neural Networks on Sequence Modeling

Reference 78

Resolution
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation d23a6539-3cf0-4371-a232-347b99ce6c87 · outbound

This paper cites Mamba: Linear-Time Sequence Modeling with Selective State Spaces.

A Physics-Flavored Transformer Network for Parametrizing Contraction Dynamics of Engineered Skeletal Muscle Tissues Mamba: Linear-Time Sequence Modeling with Selective State Spaces

Reference 79

Resolution
unresolved
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation a55b6a26-46d4-4dc8-a025-3758bfae44f5 · outbound

This paper cites Rethinking Attention with Performers.

A Physics-Flavored Transformer Network for Parametrizing Contraction Dynamics of Engineered Skeletal Muscle Tissues Rethinking Attention with Performers

Reference 81

Resolution
unresolved
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 86804dd6-c48e-4503-9503-8f5ba7a2c25c · outbound

This paper cites an unresolved cited work.

A Physics-Flavored Transformer Network for Parametrizing Contraction Dynamics of Engineered Skeletal Muscle Tissues Unresolved cited work

Reference 1412

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation 69df306b-20a2-4690-b266-3f048f12c95b · outbound

This paper cites an unresolved cited work.

A Physics-Flavored Transformer Network for Parametrizing Contraction Dynamics of Engineered Skeletal Muscle Tissues Unresolved cited work

Reference 1437

Resolution
verified exact
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Pith citing papers

No inbound Pith citation observations are available.