Pith. sign in

Paper Citation Record · LEDGER

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

As of 20 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 2026-08-19T06:32:44.657259+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

  • verified exact40
  • verified fuzzy0
  • unresolved21
  • parse uncertain0
  • malformed identifier12
  • metadata mismatch9

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
doi, observed 2026-08-05T05:39:34.280660Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T05:39:19.744362Z digest=sha256:17f999ddb699fb2a534374cc00bb2b42a4d2c2c3461bc4105574b0de10cfe067

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T05:39:19.860915Z digest=sha256:cd74fe01eae311698ea6bf27b745e3e0c2f589aaad5537517bb58bc328109b85

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
doi, observed 2026-08-05T05:39:33.930912Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T05:39:19.922154Z digest=sha256:18a38337896c425e66e15662589bc35cebab9f1bbe155880ab452996c3c528ee

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
malformed identifier
doi_truncated, observed 2026-08-05T05:39:37.786724Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T05:39:19.998138Z digest=sha256:5574ae485268a7f4df3331d82b097cd34e8fa8ce6514b418ab63d6048d405164

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
malformed identifier
no resolver link, observed 2026-08-05T05:39:20.097855Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T05:39:20.097855Z digest=sha256:5831eb6608bdf4b027dd239a6d9187df867590d65033a2240f0f3deb2879e7f8

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
doi, observed 2026-08-05T05:39:33.751481Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T05:39:20.233177Z digest=sha256:3ce145338fe967dfd7f826bb973ba1dbb6ae3318d77827b9c940b5c641f4f139

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
doi, observed 2026-08-05T05:39:33.519673Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T05:39:20.315978Z digest=sha256:6057c8e96bf1da1c20e5e0abdfc2cca0950b511afa4fa9e58fda1d5c13a1e699

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
malformed identifier
no resolver link, observed 2026-08-05T05:39:20.407903Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T05:39:20.407903Z digest=sha256:29b078deb92757181452c13eea1fbf5a168ba79d0ebd231a66f478e0053fef89

Observation 8d36dd3c-0833-4762-a41e-2745bf1e0012 · 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 9

Resolution
verified exact
raw_fallback, observed 2026-08-05T05:39:37.513867Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T05:39:20.495828Z digest=sha256:e512ef6541dc504c27dcf6385af51b2c095e265adc39c527927531010d7d5dd7

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
malformed identifier
raw_fallback, observed 2026-08-05T05:39:40.127432Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T05:39:20.622100Z digest=sha256:0a3014322dd4020fa8ce18b9e88de6ae82c8e480117c40e83bfe5ebea605000b

Observation 72b054c9-f5bd-4208-9121-bc37c77ddef8 · 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 11

Resolution
verified exact
doi, observed 2026-08-05T05:39:33.366677Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T05:39:20.730282Z digest=sha256:70dc0102bf559116c53e674700af504853a42d8262ad61ed961ad1dc3cdbb21b

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
metadata mismatch
raw_fallback, observed 2026-08-05T05:39:37.121892Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T05:39:20.848398Z digest=sha256:32439820ac8a05064b3b17a5026190f5bd15db03cb013e023f23e596137c93eb

Observation a04367fa-fa3d-4705-8be2-006c365cb55c · 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 13

Resolution
unresolved
no resolver link, observed 2026-08-05T05:39:20.935900Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T05:39:20.935900Z digest=sha256:6f56f858e7fb1485bf50b7a536bf2ced8c67a8d8c2106d18b66a7a3e41c1ee63

Observation 827b5ada-9013-408a-a7de-014415002817 · 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 14

Resolution
malformed identifier
raw_fallback, observed 2026-08-05T05:39:36.903623Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T05:39:21.065765Z digest=sha256:d3a9c99aedf020ca4205c54ca81474556ef6a6c3c920604b16596e0a1e7d6331

Observation f9120460-23d5-4f45-819f-33daabcef7e0 · 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 15

Resolution
unresolved
no resolver link, observed 2026-08-05T05:39:21.233451Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T05:39:21.233451Z digest=sha256:7ca408cf3e341453a9576b800ff9cbe898d911e5bec86315fa9b4e1cb73b565f

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
metadata mismatch
raw_fallback, observed 2026-08-05T05:39:36.695983Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T05:39:21.363435Z digest=sha256:0b1d89c03422462a2468e26d74bc378e1056cfc8824cc04403d64427ffc2df0c

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
metadata mismatch
raw_fallback, observed 2026-08-05T05:39:36.488476Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T05:39:21.482466Z digest=sha256:5d271c6b42fd34e45b4ebc30eb1b10abe69c1549582ea491fdc2ef1764cf51c6

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
doi, observed 2026-08-05T05:39:33.208355Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T05:39:21.579282Z digest=sha256:17bf074cf86cd5b53e4b7b860be0f70c2a38641d3a9a5c213fd847a3ca1deab9

Observation e241d396-0607-4a10-9295-99c88d84bf46 · 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 19

Resolution
verified exact
doi, observed 2026-08-05T05:39:33.003309Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T05:39:21.672951Z digest=sha256:e4055f7db8c9eaa2277195d9ffe02b36fd92ce7e8f3bd8aca1815a39203b5ae2

Observation c1e4d4bd-1542-4e31-a1e8-8588b6cc8ee8 · 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 20

Resolution
verified exact
doi, observed 2026-08-05T05:39:32.811184Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T05:39:21.724021Z digest=sha256:20a7c83a513782e2d80bf166106c6633893a51d886781afb26c1d0412cb75b45

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
unresolved
raw_fallback, observed 2026-08-05T05:39:39.952682Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T05:39:21.824825Z digest=sha256:7b72f78adf837f523d987e25d9801900a588c0a1adea9640511892c5c0097b10

Observation 19576cf3-cbb4-4cb2-bd36-9df3efbd7c35 · 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 22

Resolution
verified exact
doi, observed 2026-08-05T05:39:32.490212Z

Source-reported events for the cited work

correction dated 2018-03-13. Source: crossref record 10.1016/j.jtbi.2018.03.002->10.1016/j.jtbi.2013.06.029:correction, observed 2026-07-11T03:11:29.757358+00:00. This notice travels one citation hop only.

source=pdf_text observed=2026-08-05T05:39:22.042134Z digest=sha256:9b91f1286458ad1a13001c6b704a1d9005b5fc153102334baef6ba1294b58761

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
metadata mismatch
raw_fallback, observed 2026-08-05T05:39:36.241346Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T05:39:22.172474Z digest=sha256:b72dfb809380a58daa1d29f86fea2871dc93e40ae99fce5ddce7cfaa5f4c12c1

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
malformed identifier
raw_fallback, observed 2026-08-05T05:39:39.818983Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T05:39:22.256134Z digest=sha256:b5964eb01d849321bdfc628bdd4ce6adb0d931eceddf053811d395955fbcd44c

Observation b1f34f0d-d1e0-4566-a240-5fd7658434ee · 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 25

Resolution
verified exact
doi, observed 2026-08-05T05:39:32.307951Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T05:39:22.348841Z digest=sha256:4c1a4ef31e76494c51968cc5c4e50a5c0b1877d467904826a99631e7ce91e82b

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
malformed identifier
raw_fallback, observed 2026-08-05T05:39:39.636086Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T05:39:22.465678Z digest=sha256:97c8d1a1e88e4e84df1141febe8e6f14bcdf38bbd348e91b357ecd11d444ed39

Observation 572f2593-8fd1-4596-b405-d5ead0dfb10f · 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 27

Resolution
malformed identifier
raw_fallback, observed 2026-08-05T05:39:39.490248Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T05:39:22.539843Z digest=sha256:b236dc801b4e2d033f507a84befe5b0d5d26a869e22a43a75caf1d3593fb0ee4

Observation 2e46e941-4dd3-462d-bfee-29b19458fa07 · 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 28

Resolution
unresolved
no resolver link, observed 2026-08-05T05:39:22.633098Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T05:39:22.633098Z digest=sha256:10682c4462c9021ac696c56880b7bb9b2ceab5a70a40eebd8e7ed1371c8e1359

Observation 8fb8c4ca-00eb-4b8e-8cde-dc458b2ada3e · 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 29

Resolution
unresolved
no resolver link, observed 2026-08-05T05:39:22.736130Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T05:39:22.736130Z digest=sha256:59288e324564fd246901257c001eff897767782ebefa8ec3c70f431d23dced43

Observation 17d051d8-90fa-4558-8d2f-41997f89b89d · 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 30

Resolution
verified exact
doi, observed 2026-08-05T05:39:32.078633Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T05:39:22.838596Z digest=sha256:09246624072341f821ab71fd14cb1225c0b9e26a6b37aec145887913cdc24585

Observation 8b906175-9ea9-4f2e-85c3-721ae3203a65 · 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 31

Resolution
metadata mismatch
raw_fallback, observed 2026-08-05T05:39:36.014171Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T05:39:22.910615Z digest=sha256:77ab6fc087823b6f11995cf6ad6c0139887f3583be834277c27d15ca3bdebbe1

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

This paper cites Semi-Supervised Disparity Estimation with Deep Feature Reconstruction.

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
local_arxiv, observed 2026-08-05T05:39:31.878601Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T05:39:22.984007Z digest=sha256:88c5f320c726869467cdd050e54f61e9743825b39ecd9e9fd40d8f971f0cdf0c

Observation e9d3b295-3b47-4949-9438-2057f2fd054a · 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 33

Resolution
metadata mismatch
raw_fallback, observed 2026-08-05T05:39:35.821975Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T05:39:23.073891Z digest=sha256:50ed9a22a31bdda335c56f9a6bc486ce2668ce948387d832d796ee35a7cdac72

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
unresolved
no resolver link, observed 2026-08-05T05:39:23.145680Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T05:39:23.145680Z digest=sha256:4e98c7adad12212c6230b0236a898bd2e436ab4587c3a01cb4c475d95cc285dd

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

This paper cites BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding.

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
no resolver link, observed 2026-08-05T05:39:23.259797Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T05:39:23.259797Z digest=sha256:622c5fdec69c0b71c8299d1fb9febcac3d09a49bac3f01e60009eb21703c5793

Observation 361baa37-7eea-4c0b-8e06-5b19701e7a64 · 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 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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T05:39:23.345147Z digest=sha256:e481c67702f3256b3d4438977b2b4b8dff42cafda0a568277b94db3db00524df

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T05:39:23.417798Z digest=sha256:23defc336263156455bf238b164f57a572f8aa85a80f235cfbaacf9d3c10b52b

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T05:39:23.508946Z digest=sha256:aea641d479bbd7981ab0972481b3dc2b2a94d62ee8d3f127e05b5a70a4ab480c

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T05:39:23.597132Z digest=sha256:8f6493420a85d3d705318e4d50d7045333a3ed1b1b15435edc244cd4b799b46c

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T05:39:23.721540Z digest=sha256:50a2b6e987c37bb6cb56fdf72361b2eab6b6e0938dd1e52bee73110a0bcc55d4

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T05:39:23.821534Z digest=sha256:f11299168bf33a524f95ecbf07a7a2e5d8efb9e8b5f4b14421414673f14ed7b7

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T05:39:23.899068Z digest=sha256:eaeeea31cf14cb0fd0215707f4beda53c24e0480b35b63f94f6a8d593c7c00ed

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T05:39:23.995515Z digest=sha256:c8033c902339f8e1c783f3d71d3d21858d35469b08eddb0f806bf3ce59825caa

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T05:39:24.083846Z digest=sha256:c590631c5556430e2ba15fd3e1a2be4937d51bdd9ae756dd7268b1e138feb780

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T05:39:24.230543Z digest=sha256:ccc9f33d7a5a182cc7edb73f318c65a6ed2cf06d94faa757ae307ef237967a88

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T05:39:24.337744Z digest=sha256:725a868bea53a07856a2ec5f8f130d8c85b4db5060c3549b9965f5281e64e95c

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=sha256:386ac4400aa0e5488ab25a26892431a121df2cca3f951477c3354316b19bfe26

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T05:39:24.502197Z digest=sha256:9daed7f9cf02a9d88435a31a74d89c17c835a6f3959d57cf8a29f6d098073a75

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T05:39:24.587651Z digest=sha256:5f854655dbd3e421433046132caf4b2ddf9ef442d31158be97ea39235ee94ee2

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T05:39:24.699163Z digest=sha256:777b4ded973f4e515878cbc0aa2bda962b905a6c0511a8522e5558b42fc5f019

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=sha256:1105a6a388eadd87060ef421bc26361076e2c301a183ef1d665e9500b16c843f

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T05:39:24.869148Z digest=sha256:46ff3f91e4f701c22e1c284681f35da235ae79cd54471b16f6f157d3fd59ff11

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T05:39:24.955439Z digest=sha256:15d99f7f9de345617e5987a2c1b77441443a5c4f9ebea2f18c15b3c5975e186f

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T05:39:25.052321Z digest=sha256:1307bbb6131bb5fe1263bb1b35c0d171c1db9328803a25f1d85eeef3affda028

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T05:39:25.115428Z digest=sha256:1917a5bb2e96a884367d841df93b46e51f5283d397796576dcfd4943d67f8da6

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T05:39:25.170960Z digest=sha256:2e097c5e75fff21504d82d8a4915795b386bfe9563aceaa12db33c4599093659

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T05:39:25.278693Z digest=sha256:3a5b638a031d5e65c2d6a015cc245039743edbb5b74ec08a8ea9b7f0cef07103

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=sha256:2aa90a229f443c033b1f43a0529db2cfd1597eecf9d0d7f840898f38e851d5a8

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:c755c890901f6a36c69e7410dc01d794626bd00d3c48f9d39ae116df7f3cdc3e

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=sha256:23a740aa2550bbbdbd64013f61455f379cb3a71c8ac0d67ed0a090353360616a

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:b4548a754b2eebcbb2cfae89e553a0ea36b3b4d6bb5d6e58080bd36f26fd776b

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=sha256:21fe657fd510cbd78a0983330b2f0c1166c719bc577645a18d83c2041c125bfa

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T05:39:25.957548Z digest=sha256:e09d64800e11eee888e942e36cd8ff038b359930efe26ca411c9c6ff5bf2c5ba

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T05:39:26.060888Z digest=sha256:155f5c62d406e8606ae684ea5160b557a4793660157c21c1e371625b4b654a91

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T05:39:26.148135Z digest=sha256:a57c9fb20ed6fbd6d11983e3eae4d2980bac6645950e9bdc3b46952de0bee537

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T05:39:26.222364Z digest=sha256:0c550f0b3cd5ad05f30ae2eeba0df7b493211626e0e485b114e0ca350141631a

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T05:39:26.321812Z digest=sha256:b7f000ac262cacd83ff331f9b383f43ddf92b2391aff8ed823890f1283a63274

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T05:39:26.382364Z digest=sha256:4515a3ceb7f04d15039bdede1e5aefaef60c8ea6faed2c786d8332a1eb185a8a

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T05:39:26.445536Z digest=sha256:79dcf80f5d4565970a3e970b2ecca965728e97e5432bb9a9d1e977eba1ceebf6

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T05:39:26.489242Z digest=sha256:0d942dfa06a40aaeac832a543e0050227cb727ef8d72620d75ff7d6baf0b7067

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T05:39:26.622403Z digest=sha256:e0aa6d76ff52d5446fd4f4fdc65af327d78833576d6cf13d3fbba92a637d6a22

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T05:39:26.543542Z digest=sha256:e0e698b4445f16ecda23c1445657a948a406ecd5a17563456afe970da324856a

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.

source=pdf_text observed=2026-08-05T05:39:26.911877Z digest=sha256:2ee82c050023ae304139b66762df21110f1589aac30aee4b1053f98c89cc0216

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

Resolution
metadata mismatch
raw_fallback, observed 2026-08-05T05:39:34.786663Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T05:39:26.977406Z digest=sha256:89096461f62dfcdd1565a64306eb734428d9bfc8261c5c95af065a4d32149470

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
metadata mismatch
raw_fallback, observed 2026-08-05T05:39:34.983353Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T05:39:26.826139Z digest=sha256:ffd5d94683696926d90e8106d8661e087c1469f1961c66a0826a3cecbe61884e

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
no resolver link, observed 2026-08-05T05:39:27.118781Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T05:39:27.118781Z digest=sha256:61bfccfa8c9e05bd6297755f3aea1d6d19ebf8f81d9301b9d9cfb346538f1820

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
metadata mismatch
raw_fallback, observed 2026-08-05T05:39:34.541644Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T05:39:27.184359Z digest=sha256:46ab97db44ec0a1ebc545272889d23f66ba2671effd249d0fc8748ebc11c741b

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
unresolved
no resolver link, observed 2026-08-05T05:39:27.037072Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T05:39:27.037072Z digest=sha256:29d12cab67a0e2bb40e644ba4d23b8bc3062a6270c9200002ea313c1682fe751

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
no resolver link, observed 2026-08-05T05:39:27.390455Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T05:39:27.390455Z digest=sha256:8f5e19eb23ee4ebb39d4a7a40e4c238b21ae9992dbfc228494b61147ca35b727

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
no resolver link, observed 2026-08-05T05:39:27.313098Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T05:39:27.313098Z digest=sha256:789884828b2f0b9cf1bb84e0ffc96d4b8a41f5e77205b9e67449e97016366f8a

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
verified exact
doi, observed 2026-08-05T05:39:27.636245Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T05:39:26.727779Z digest=sha256:8acd107378ba37b8358f0c8b4a2ff6842352783c59e922c3471af178a9d5d1fb

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
doi, observed 2026-08-05T05:39:32.659638Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T05:39:21.887756Z digest=sha256:d72dbedbd33bc76eeace90de4e09029e15b523ea1e5289108094a314ba205788

Pith citing papers

No inbound Pith citation observations are available.