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Paper Citation Record · LEDGER

Structure-Informed Learning of Flat Band 2D Materials

As of 7 August 2026, this Paper Citation Record lists 67 of 67 outbound references and 0 inbound Pith citation observations for arXiv:2506.07518.

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

pith.paper-citation-record.v1
2506.07518 v1

Coverage vector

measured 67 of 67 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T05:36:57.769389Z

measured 67 of 67 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+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

67 of 67 outbound references displayed

  • verified exact1
  • verified fuzzy54
  • unresolved11
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation b614ec34-49d2-4797-8269-bb87c53944a7 · outbound

This paper cites Nature 556(7699), 43–50 (2018).

Structure-Informed Learning of Flat Band 2D Materials Nature 556(7699), 43–50 (2018)

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:36:58.759029Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T05:36:57.513915Z digest=sha256:5eb5c5f84756b3696549c1a2cd842a36f202b7d7ee1ba9f6119a256ee1c6908a

Observation b7bbe112-ad3a-4e09-86b6-af620af7b58e · outbound

This paper cites Nature Physics16(7), 725–733 (2020).

Structure-Informed Learning of Flat Band 2D Materials Nature Physics16(7), 725–733 (2020)

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:36:58.749833Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T05:36:57.519227Z digest=sha256:e898b100a559849b69a28fb445a3c917e29cde3443554b1904735bb281228fdf

Observation e5180444-6bec-4c3c-880e-393abc59c716 · outbound

This paper cites Physical review letters 126(2), 027002 (2021).

Structure-Informed Learning of Flat Band 2D Materials Physical review letters 126(2), 027002 (2021)

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:36:58.739835Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T05:36:57.523640Z digest=sha256:c0d5c840ad2a87af2becce1292ad691e399cda76a8d7a963f816726df2e40358

Observation c99006e3-9644-4f74-90a0-973570828ecc · outbound

This paper cites Physical review letters 121(9), 096401 (2018).

Structure-Informed Learning of Flat Band 2D Materials Physical review letters 121(9), 096401 (2018)

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:36:58.730055Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T05:36:57.527390Z digest=sha256:845cc39c809f05be19767f6db094f34753f94f8658a880b6d8f56cfd196b0520

Observation 06a72b85-f5b2-422c-b684-371fc864647b · outbound

This paper cites Physical review letters 106(23), 236804 (2011).

Structure-Informed Learning of Flat Band 2D Materials Physical review letters 106(23), 236804 (2011)

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:36:58.719243Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T05:36:57.532097Z digest=sha256:e0e34e3f21f72061c372e862818abec2e2c2a50977a12f1a35cfede7b675b507

Observation db3b122d-9eaa-4e51-a160-ef5453ae5dbc · outbound

This paper cites Nature communications 2(1), 389 (2011).

Structure-Informed Learning of Flat Band 2D Materials Nature communications 2(1), 389 (2011)

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:36:58.709165Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T05:36:57.536263Z digest=sha256:2007ad4a62d6e826a5161eb0a63d6e38e9442c76ac60e0fc12994bbd82abeb01

Observation e6c934e5-206c-4982-ae6a-f9ef5d5cbeea · outbound

This paper cites Comptes Rendus Physique 14(9-10), 816–839 (2013).

Structure-Informed Learning of Flat Band 2D Materials Comptes Rendus Physique 14(9-10), 816–839 (2013)

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:36:58.699008Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T05:36:57.540275Z digest=sha256:2200268eab07f7d51977d9d03231372d16153f36732e16c3ae52a7ed9584643d

Observation 198b69cb-faaf-45ac-9478-eb8fd87dbce4 · outbound

This paper cites Chinese Physics B 23(7), 077308 (2014) 20.

Structure-Informed Learning of Flat Band 2D Materials Chinese Physics B 23(7), 077308 (2014) 20

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:36:58.689162Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T05:36:57.543690Z digest=sha256:5f84b273d51c476c3e5f3121dda7dc2b331fcbb9637c87e3efe19e9962ba298c

Observation 3d8a1f2e-2734-43b9-b72e-cd4f157284ad · outbound

This paper cites Nature communications 6(1), 8944 (2015).

Structure-Informed Learning of Flat Band 2D Materials Nature communications 6(1), 8944 (2015)

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:36:58.678860Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T05:36:57.547095Z digest=sha256:4aa775788d3ecc6e54f7018173d8ccb3c88f563162194a91ad849de197308005

Observation 2a6cc999-25fe-4b39-8335-240a73fb3c88 · outbound

This paper cites Advanced Functional Materials, 2416508 (2025).

Structure-Informed Learning of Flat Band 2D Materials Advanced Functional Materials, 2416508 (2025)

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:36:58.668190Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T05:36:57.550229Z digest=sha256:b57bd5eebce53c22ba6f7ec3e1953297a27bc4b9402e35732dbe6aa8e03ac106

Observation 780b67ab-ce6e-4a2a-9654-dbb7b1784e71 · outbound

This paper cites Physical review letters 114(24), 245504 (2015).

Structure-Informed Learning of Flat Band 2D Materials Physical review letters 114(24), 245504 (2015)

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:36:58.657916Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T05:36:57.554108Z digest=sha256:7617dcc5082b55b421fe27909e15bb64e81ab00df231c412718c19ed13a15a15

Observation be556e2c-6450-4130-af51-1c585e7fedfe · outbound

This paper cites Physical Review B 100(23), 235145 (2019).

Structure-Informed Learning of Flat Band 2D Materials Physical Review B 100(23), 235145 (2019)

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:36:58.648643Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T05:36:57.557867Z digest=sha256:eae8d6fefefe4d16738b99e29a0e571fbc32de8f6879b77b4921989204e182d2

Observation 06035e0d-1bd5-4526-a12a-fcff0eb41389 · outbound

This paper cites Proceedings of the National Academy of Sciences 108(30), 12233–12237 (2011).

Structure-Informed Learning of Flat Band 2D Materials Proceedings of the National Academy of Sciences 108(30), 12233–12237 (2011)

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:36:58.638787Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T05:36:57.561284Z digest=sha256:748c406238cd7c537a9856cfa772e90120e967d7c32e8490caa2a56c10dccc7c

Observation 85d7971e-b437-4f88-9cc1-ee1116461a41 · outbound

This paper cites Science 363(6431), 1059–1064 (2019).

Structure-Informed Learning of Flat Band 2D Materials Science 363(6431), 1059–1064 (2019)

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:36:58.627497Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T05:36:57.564657Z digest=sha256:078d4fdc970b9217190e95dd5187f9ecc09b90e566e0842f021b992a93508f1e

Observation afc3579e-f181-4a97-bae3-a4c114d06d15 · outbound

This paper cites Physical review letters 122(10), 106405 (2019).

Structure-Informed Learning of Flat Band 2D Materials Physical review letters 122(10), 106405 (2019)

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:36:58.616959Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T05:36:57.568675Z digest=sha256:54fcaecc72b307cf6550e8574ac738906c8316e3e2f9e5028dcaedf2785f711d

Observation d2af520a-707c-4973-b2d0-d08cf7236b99 · outbound

This paper cites ACS nano 15(4), 5944–5958 (2021).

Structure-Informed Learning of Flat Band 2D Materials ACS nano 15(4), 5944–5958 (2021)

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:36:58.606918Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T05:36:57.572578Z digest=sha256:40b01151fcb85b00a6b75bb5b2cc0f607e841bec00a6e9e87ca639c6182046c6

Observation a8fc4f63-3b9d-4e57-97ae-67a9a21c31d8 · outbound

This paper cites Nature579(7797), 56–61 (2020).

Structure-Informed Learning of Flat Band 2D Materials Nature579(7797), 56–61 (2020)

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:36:58.596829Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T05:36:57.575827Z digest=sha256:0334ec389be0be52d1ccf174a40f6be9e6430d85dab1c7c5a52451ef3b47344d

Observation fdf0940a-a81f-484a-b028-720455131a42 · outbound

This paper cites Nature Reviews Materials 5(10), 748–763 (2020).

Structure-Informed Learning of Flat Band 2D Materials Nature Reviews Materials 5(10), 748–763 (2020)

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:36:58.586251Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T05:36:57.579439Z digest=sha256:f55a033eb7d6e911c0ce6bd2261ad0c15a8302494702c5876b40fdce9635fd30

Observation 1ca8d736-c319-426e-819d-0b0ee2c00a60 · outbound

This paper cites Nature 584(7820), 210–214 (2020).

Structure-Informed Learning of Flat Band 2D Materials Nature 584(7820), 210–214 (2020)

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:36:58.576059Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T05:36:57.583052Z digest=sha256:1be84a0247be50b78d24bc5175ce99f540f15cf7db91c61d9eb030c366b95c2c

Observation c0400e7d-fcda-41e9-8ddd-50b38bacec76 · outbound

This paper cites Physical Review B—Condensed Matter and Materials Physics 82(3), 035409 (2010).

Structure-Informed Learning of Flat Band 2D Materials Physical Review B—Condensed Matter and Materials Physics 82(3), 035409 (2010)

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:36:58.565261Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T05:36:57.587168Z digest=sha256:7989349f4d8f773148c86ac605b1f5f6e925eff0558a38f860ef5288a291cc21

Observation b66cd4c0-53ca-4712-80ce-b5fce4d3dd55 · outbound

This paper cites Physical Review B 108(15), 155406 (2023).

Structure-Informed Learning of Flat Band 2D Materials Physical Review B 108(15), 155406 (2023)

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:36:58.554743Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T05:36:57.590718Z digest=sha256:c5596cdd9fd0ed08fa595e128ae1623934289bc7fa2ea5087f1db1655a5a6fd4

Observation 14e4d8a7-ee82-477f-a5c2-e965b5f3934f · outbound

This paper cites Physical Review Materials 5(8), 084203 (2021) 21.

Structure-Informed Learning of Flat Band 2D Materials Physical Review Materials 5(8), 084203 (2021) 21

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:36:58.543259Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T05:36:57.594741Z digest=sha256:14f8dd7aea7737d6560a5ae135d9f20e18219fa19d8c7d0e66858ffeeb946d4c

Observation 706e2dee-798d-4631-95c8-1ee0d9f84dd6 · outbound

This paper cites Scientific data 6(1), 86 (2019).

Structure-Informed Learning of Flat Band 2D Materials Scientific data 6(1), 86 (2019)

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:36:58.532133Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T05:36:57.598158Z digest=sha256:550aee4d05c2c1e6e5c88a369ae9a49450f1a61cfa79344e0fdf75a28a0a4742

Observation bc1f4776-3691-419d-a3ce-3148f73dd6af · outbound

This paper cites Nature 603(7903), 824–828 (2022).

Structure-Informed Learning of Flat Band 2D Materials Nature 603(7903), 824–828 (2022)

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:36:58.520839Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T05:36:57.601805Z digest=sha256:0b723bced7b2572b904fe2055d56e8597ad1e67627e5c2f65c93a37dfa23e28b

Observation f857e0d0-96e1-42c1-964e-c77fbc29473d · outbound

This paper cites Advanced Functional Materials 34(19), 2313067 (2024).

Structure-Informed Learning of Flat Band 2D Materials Advanced Functional Materials 34(19), 2313067 (2024)

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:36:58.510106Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T05:36:57.605813Z digest=sha256:866da63e36ebee379280c54e1d9601e78a0f64641a8782bf23c6a1d9e44e0e9f

Observation 8dd07c24-a884-42b1-a58a-4b8254081a3d · outbound

This paper cites Nature 566(7745), 480–485 (2019).

Structure-Informed Learning of Flat Band 2D Materials Nature 566(7745), 480–485 (2019)

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:36:58.497438Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T05:36:57.609706Z digest=sha256:08e093b86e8568fe7591dc6cee44507bca201ec4d0296a115465e4d363da6d10

Observation ab4e8d84-5081-40dc-b164-9a4219ab2c4f · outbound

This paper cites Science 376(6595), 9094 (2022).

Structure-Informed Learning of Flat Band 2D Materials Science 376(6595), 9094 (2022)

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:36:58.482545Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T05:36:57.613190Z digest=sha256:af89ef28fd3bed6fe22d2fa0eb2b7ebbcb908a77947de5b18c2f69e5dd5e3cc4

Observation d95bc8ab-8898-4eed-b235-bd205476beac · outbound

This paper cites npj Computational Materials 9(1), 101 (2023).

Structure-Informed Learning of Flat Band 2D Materials npj Computational Materials 9(1), 101 (2023)

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:36:58.469893Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T05:36:57.617572Z digest=sha256:455b5f0d1545e83aaf91edba38c37d0f45e25531df98c8408fc7a62f0f7a61ab

Observation f1fd0ee0-774c-4e65-80e9-d3f7c4fd63c1 · outbound

This paper cites npj Computational Materials 10(1), 39 (2024).

Structure-Informed Learning of Flat Band 2D Materials npj Computational Materials 10(1), 39 (2024)

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:36:58.460533Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T05:36:57.621365Z digest=sha256:f6935facda7c1d964bd4ecf1c0d606efd7a44f63c47d51505db6f89e44e55b60

Observation 06da025a-b46c-4f6e-9931-9eb10aa5c842 · outbound

This paper cites PLoS One 16(8), 0255637 (2021).

Structure-Informed Learning of Flat Band 2D Materials PLoS One 16(8), 0255637 (2021)

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:36:58.446999Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T05:36:57.624892Z digest=sha256:63162da6a004d7a69b01c3829308ed6f9a77ce3f9f2c9fe45a73b18b9477662f

Observation bf7383dd-a698-4167-9d8b-4d70d254b098 · outbound

This paper cites Chemistry of Materials 30(12), 4031–4038 (2018).

Structure-Informed Learning of Flat Band 2D Materials Chemistry of Materials 30(12), 4031–4038 (2018)

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:36:58.437479Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T05:36:57.628865Z digest=sha256:414b03075d943b86b16e35b471ca3e7a8afbdd74f7d589abba78d22e610395ee

Observation 58fa58f1-13b4-4bb3-b9a2-34544367f053 · outbound

This paper cites Nature Communications 13(1), 468 (2022).

Structure-Informed Learning of Flat Band 2D Materials Nature Communications 13(1), 468 (2022)

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:36:58.428031Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T05:36:57.632838Z digest=sha256:f7acca9186bb73617f5b9fcf1720af1bc3ef911576bbeafdce7761e6a060fae4

Observation 122e4a74-8eaf-4c9c-b2e2-b15e0875f4f9 · outbound

This paper cites npj Computational Materials 5(1), 26 (2019).

Structure-Informed Learning of Flat Band 2D Materials npj Computational Materials 5(1), 26 (2019)

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:36:58.410981Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T05:36:57.636788Z digest=sha256:2b95c27b00c64149fc499500b74490d4a05ea6ccaa96830966e8281b35559954

Observation eb00d391-764d-4d07-8ab0-003b043ed6c2 · outbound

This paper cites arXiv 22 preprint arXiv:2411.16483 (2024).

Structure-Informed Learning of Flat Band 2D Materials arXiv 22 preprint arXiv:2411.16483 (2024)

Reference 34

Resolution
unresolved
no resolver link, observed 2026-08-07T05:36:57.640588Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:36:57.640588Z digest=sha256:eb615d7e715ba56d4043b4a02f5d2798a3c971cd6402ff86ef3749ed21afbe2f

Observation 475bc6b0-e728-44cd-92db-442e3e521218 · outbound

This paper cites arXiv preprint arXiv:2501.03456 (2025).

Structure-Informed Learning of Flat Band 2D Materials arXiv preprint arXiv:2501.03456 (2025)

Reference 35

Resolution
verified exact
raw_fallback, observed 2026-08-07T05:36:58.025730Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T05:36:57.644567Z digest=sha256:45b4ca188efbb2764e3d5a357abdc08308b19d3c4bcc5b21c509fa93391df8c7

Observation 97528d50-5ea1-4c16-89ec-703c0b633d23 · outbound

This paper cites CAST: Cross Attention based multimodal fusion of Structure and Text for materials property prediction.

Structure-Informed Learning of Flat Band 2D Materials CAST: Cross Attention based multimodal fusion of Structure and Text for materials property prediction

Reference 36

Resolution
metadata mismatch
local_arxiv, observed 2026-08-07T05:36:57.863505Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T05:36:57.648457Z digest=sha256:a124804c4cf3ccc42ec54ea682a1eec24b0ed5d144132d1ad8d426d6b46927c2

Observation e9c95deb-18ee-4c28-aca4-d927ab154198 · outbound

This paper cites JETP letters 94, 233–239 (2011).

Structure-Informed Learning of Flat Band 2D Materials JETP letters 94, 233–239 (2011)

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:36:58.396854Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T05:36:57.653568Z digest=sha256:f8382f35e27a833ec7d310dd9fce235719c9671642e5ad85d53e9bd4f41ee5a4

Observation 7d807c82-49b7-4ecf-879c-0e00aa30c0d1 · outbound

This paper cites Science advances 4(11), 4511 (2018).

Structure-Informed Learning of Flat Band 2D Materials Science advances 4(11), 4511 (2018)

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:36:58.384635Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T05:36:57.657462Z digest=sha256:bf2e5cb02ee190afdd8d3413100c82f8b8509d777313e04ae436a0e792c1d434

Observation b87d0890-7c78-4223-a47b-66acae08af53 · outbound

This paper cites npj Computational Materials 7(1), 185 (2021).

Structure-Informed Learning of Flat Band 2D Materials npj Computational Materials 7(1), 185 (2021)

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:36:58.371620Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T05:36:57.661162Z digest=sha256:4c6cec899221c9165a4714ebcd03075b4bb2c5eb63423064bb12699294a53455

Observation 0c4ba35e-bada-4b99-9e48-d1e16c3ad243 · outbound

This paper cites RoBERTa: A Robustly Optimized BERT Pretraining Approach.

Structure-Informed Learning of Flat Band 2D Materials RoBERTa: A Robustly Optimized BERT Pretraining Approach

Reference 40

Resolution
unresolved
no resolver link, observed 2026-08-07T05:36:57.664680Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:36:57.664680Z digest=sha256:d0f5991cafda0b762fe67097b5b88fa3aff95cd5ede29af6f8978ae39ea82058

Observation 20d06771-edd2-4ce2-a9f5-3b1bfe36a50e · outbound

This paper cites UMAP: Uniform Manifold Approximation and Projection for Dimension Reduction.

Structure-Informed Learning of Flat Band 2D Materials UMAP: Uniform Manifold Approximation and Projection for Dimension Reduction

Reference 41

Resolution
unresolved
no resolver link, observed 2026-08-07T05:36:57.668232Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:36:57.668232Z digest=sha256:46dde36c9156fabfbcead892e0bc5982cf9121d3134a35fd4a0395fb8364d84d

Observation 6a440774-b64d-405a-86e3-0f21b49adf68 · outbound

This paper cites Two-dimensional Topological Quantum Chemistry and Catalog of Topological Materials.

Structure-Informed Learning of Flat Band 2D Materials Two-dimensional Topological Quantum Chemistry and Catalog of Topological Materials

Reference 42

Resolution
unresolved
no resolver link, observed 2026-08-07T05:36:57.672534Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:36:57.672534Z digest=sha256:2705782440c8f87cf4cf7a486ecb10c8c49cc7ee28e8837c1bacd0278eb7bb3a

Observation f89e5812-e916-4531-b299-9cc8a8880369 · outbound

This paper cites Nature547(7663), 298–305 (2017).

Structure-Informed Learning of Flat Band 2D Materials Nature547(7663), 298–305 (2017)

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:36:58.361214Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T05:36:57.676667Z digest=sha256:15740271d1c54accfb351fe36239109a1c016b98dcb4aaf1eeefcdfab4aeb4df

Observation 2d6065b8-9453-4dd6-aaaf-4d6bb9318855 · outbound

This paper cites Physical review letters 123(3), 036401 (2019).

Structure-Informed Learning of Flat Band 2D Materials Physical review letters 123(3), 036401 (2019)

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:36:58.349053Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T05:36:57.680692Z digest=sha256:f829f84109c51833daf04e6a8d1b1eeede3a0721efb7616f2b459ba04eeb9376

Observation 134b9f39-2a30-4d03-a8f5-b16c0c02047e · outbound

This paper cites Nano Letters 22(11), 4596–4602 (2022).

Structure-Informed Learning of Flat Band 2D Materials Nano Letters 22(11), 4596–4602 (2022)

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:36:58.337463Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T05:36:57.684497Z digest=sha256:40734022b39692ab6fffdf6ef62216ce41e75d683989bf38f7e37672c475a137

Observation 5573a76c-64b6-4b05-ac4e-d78f681f2b1c · outbound

This paper cites 2D Materials 8(4), 044002 (2021) 23.

Structure-Informed Learning of Flat Band 2D Materials 2D Materials 8(4), 044002 (2021) 23

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:36:58.326405Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T05:36:57.688482Z digest=sha256:c86cf57ace904b1ce3cc9933ab539132a7af42d599d64f6f039ad0171b87c361

Observation db34b447-0c47-4194-865a-e3b5a846f364 · outbound

This paper cites https://github.com/bayesian-optimization/ BayesianOptimization.

Structure-Informed Learning of Flat Band 2D Materials https://github.com/bayesian-optimization/ BayesianOptimization

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:36:58.315543Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T05:36:57.692154Z digest=sha256:633a2a8270a0d0624abee9662e764dd729d3d80bfc7fd5abff71600f0a222979

Observation 16584723-d9ad-4fd0-94d6-c78c59104680 · outbound

This paper cites an unresolved cited work.

Structure-Informed Learning of Flat Band 2D Materials Unresolved cited work

Reference 48

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:36:58.303500Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T05:36:57.695804Z digest=sha256:9ad894d5a0de877471a080f30f2984fd632acafcbe14bb8fb312f1cb85dbd65c

Observation fe3ad85b-7d0c-47df-890c-c74dda6f72c2 · outbound

This paper cites PyTorch: An Imperative Style, High-Performance Deep Learning Library.

Structure-Informed Learning of Flat Band 2D Materials PyTorch: An Imperative Style, High-Performance Deep Learning Library

Reference 49

Resolution
unresolved
no resolver link, observed 2026-08-07T05:36:57.699599Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:36:57.699599Z digest=sha256:1c17998c377583bed6042d677a025be0688cdc73fa1ce199bf70733387288722

Observation d897f46e-15ec-4bcc-b674-0c41e5655e47 · outbound

This paper cites In: ICLR Workshop on Representation Learning on Graphs and Manifolds (2019).

Structure-Informed Learning of Flat Band 2D Materials In: ICLR Workshop on Representation Learning on Graphs and Manifolds (2019)

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:36:58.291517Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T05:36:57.704737Z digest=sha256:9f13ec738837c673663047926146262b5a86e13ce22156e989299b3c6180f2bc

Observation 7975b11e-546e-474f-abea-cad8f54f56c6 · outbound

This paper cites the Journal of machine Learning research 12, 2825–2830 (2011).

Structure-Informed Learning of Flat Band 2D Materials the Journal of machine Learning research 12, 2825–2830 (2011)

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:36:58.280016Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T05:36:57.708205Z digest=sha256:22d7466a8521c0ce5364697e81639c5114da5c1ef2b67f650c2f23a3bbee6afc

Observation 198541cc-7574-468d-8ecd-1533d43c3d99 · outbound

This paper cites Computational Materials Science 68, 314–319 (2013).

Structure-Informed Learning of Flat Band 2D Materials Computational Materials Science 68, 314–319 (2013)

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:36:58.268870Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T05:36:57.712410Z digest=sha256:d26ed8de8050059e5e561da69b07348a638e31d313b5d3e2189002f9cf0d97e4

Observation bb3a3b3b-a393-45eb-bf5c-4a6ea5d6a4fd · outbound

This paper cites Nature methods 17(3), 261–272 (2020).

Structure-Informed Learning of Flat Band 2D Materials Nature methods 17(3), 261–272 (2020)

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:36:58.256862Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T05:36:57.716113Z digest=sha256:7f55989aa09de875f9bdc7f5b65d7cfbbf52812c8e53c739e3783683db9b2700

Observation 7f56c7ef-cd04-461b-ae8b-8bafc7ea1def · outbound

This paper cites In: Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing: System Demonstrations, pp.

Structure-Informed Learning of Flat Band 2D Materials In: Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing: System Demonstrations, pp

Reference 54

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:36:58.245040Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T05:36:57.719646Z digest=sha256:d3e530b2cd28711bfda81a7780303958266ef084bd573ef6bb358bb73566c8f5

Observation 377cfcd7-d0b1-4432-b7d7-3cbce5f7e4cf · outbound

This paper cites an unresolved cited work.

Structure-Informed Learning of Flat Band 2D Materials Unresolved cited work

Reference 55

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:36:58.233177Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T05:36:57.722966Z digest=sha256:ec98de838a518deaa3f91da1c03762b4a95bd9fd0cc4cccc75f2c94dfdad0419

Observation 95436556-8de4-4421-bcac-75f34c0e00e3 · outbound

This paper cites Computational Materials Science 50(8), 2295–2310 (2011).

Structure-Informed Learning of Flat Band 2D Materials Computational Materials Science 50(8), 2295–2310 (2011)

Reference 56

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:36:58.220592Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T05:36:57.727537Z digest=sha256:0592cf9a22db91af156952dabcd189d1674be8713cb5f1bbec9346040916472b

Observation 0f51b8b9-1ed9-4a0f-be03-075290565be8 · outbound

This paper cites Computational Materials Science 68, 314–319 (2013) 24.

Structure-Informed Learning of Flat Band 2D Materials Computational Materials Science 68, 314–319 (2013) 24

Reference 57

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:36:58.208791Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T05:36:57.731534Z digest=sha256:b5b618f596f4eab00feab901b5f05143ce222d4356474bbdd20fde3a5e86831b

Observation f472d91d-0d26-404e-9c25-56616c2d7b54 · outbound

This paper cites Computer Physics Communications 261, 107760 (2021).

Structure-Informed Learning of Flat Band 2D Materials Computer Physics Communications 261, 107760 (2021)

Reference 58

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:36:58.196770Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T05:36:57.735069Z digest=sha256:c61884a7d3e960dae92b10e98f894d45781e7807e0a9776e7fea547b6da201cb

Observation e4130886-604d-4584-a2de-68e2398c8370 · outbound

This paper cites an unresolved cited work.

Structure-Informed Learning of Flat Band 2D Materials Unresolved cited work

Reference 59

Resolution
unresolved
no resolver link, observed 2026-08-07T05:36:57.738745Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:36:57.738745Z digest=sha256:5e871f2631a891b16d0dee592dab7fa3d2c4327b997aefe163d55ad605ee0268

Observation 7e22d612-81f2-406e-8d61-c088bcbe9abc · outbound

This paper cites an unresolved cited work.

Structure-Informed Learning of Flat Band 2D Materials Unresolved cited work

Reference 60

Resolution
unresolved
no resolver link, observed 2026-08-07T05:36:57.742731Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:36:57.742731Z digest=sha256:c20effc3baa3f5036e3faf455ada6d58480f0b06f35ba483ea678913e7c391b2

Observation b31fc71e-41d5-46e6-a2de-620f40ae6896 · outbound

This paper cites Science bulletin 67(6), 598–608 (2022).

Structure-Informed Learning of Flat Band 2D Materials Science bulletin 67(6), 598–608 (2022)

Reference 61

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:36:58.184955Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T05:36:57.746735Z digest=sha256:0c096662cb02f0cf2fcb792c32c7e157d10b539973940344995d5f9a3195f463

Observation ad308320-f216-47f7-9c9a-94cf102b7358 · outbound

This paper cites Physical Review B 103(20), 205133 (2021).

Structure-Informed Learning of Flat Band 2D Materials Physical Review B 103(20), 205133 (2021)

Reference 62

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:36:58.171613Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T05:36:57.750430Z digest=sha256:0f4456b7cfb65e646d7f7b8089349a0327bb84eb1c09f9e40ead49237bb0966d

Observation 8874e9b1-36b0-4607-89a2-ab4e587c5c18 · outbound

This paper cites an unresolved cited work.

Structure-Informed Learning of Flat Band 2D Materials Unresolved cited work

Reference 63

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:36:58.158013Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T05:36:57.754099Z digest=sha256:42432c603c48a264c248c976b5a0721cfb510b8577228781a384aa869689b524

Observation 2a6a5b8a-8742-47b1-bc7a-c2d434100acf · outbound

This paper cites databases and crystallographic computing programs.

Structure-Informed Learning of Flat Band 2D Materials databases and crystallographic computing programs

Reference 64

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:36:58.146249Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T05:36:57.757570Z digest=sha256:42b5c2016e7bfb59d9f655b59b70aafcfcfe61ac5a21fc4d889dfc7abd0ce9cf

Observation 0a5d3484-5375-4e54-b76b-52502e8cb73e · outbound

This paper cites an unresolved cited work.

Structure-Informed Learning of Flat Band 2D Materials Unresolved cited work

Reference 65

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:36:58.133451Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T05:36:57.761122Z digest=sha256:326a6d6040a2584e49578e5707db54311741286c595990b930746d332433519e

Observation cc986b30-6603-4355-bfec-0956f49292c5 · outbound

This paper cites Computer Physics Communications 251, 107080 (2020).

Structure-Informed Learning of Flat Band 2D Materials Computer Physics Communications 251, 107080 (2020)

Reference 66

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:36:58.121291Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T05:36:57.765379Z digest=sha256:9946727c183b4eca08f844c15c9815139f75ab5aaeaba6897256a1115da5d666

Observation 691370cb-90c2-4eef-912a-29ea17756354 · outbound

This paper cites Computer Physics Communications 297, 109063 (2024) 25.

Structure-Informed Learning of Flat Band 2D Materials Computer Physics Communications 297, 109063 (2024) 25

Reference 67

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:36:58.109173Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T05:36:57.769389Z digest=sha256:fb126e771e6739e6b3e71e82bc5acaa636bf0171d4e8afdf7d9bd037642f602c

Pith citing papers

No inbound Pith citation observations are available.