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Paper Citation Record · LEDGER

Predicting band gap from chemical composition: A simple learned model for a material property with atypical statistics

As of 14 August 2026, this Paper Citation Record lists 71 of 71 outbound references and 2 inbound Pith citation observations for arXiv:2501.02932.

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

pith.paper-citation-record.v1
2501.02932 v1

Coverage vector

measured 71 of 71 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T22:08:10.985924Z

measured 73 of 73 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-14T06:32:32.682623+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-10T19:18:37.126985Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-10T23:10:51.188863Z

Reference resolution

71 of 71 outbound references displayed

  • verified exact1
  • verified fuzzy32
  • unresolved38
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation dc1cf17f-93a6-4a89-b040-34a69debe0d5 · outbound

This paper cites an unresolved cited work.

Predicting band gap from chemical composition: A simple learned model for a material property with atypical statistics Unresolved cited work

Reference 1

Resolution
unresolved
raw_fallback, observed 2026-08-10T22:08:12.335167Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

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Observation e64d3ee2-f25a-4f4a-9010-31f3ad3601f8 · outbound

This paper cites Sham and M.

Predicting band gap from chemical composition: A simple learned model for a material property with atypical statistics Sham and M

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:08:12.317679Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T22:08:10.610180Z digest=sha256:323be7c9931a8c5cf3722a64e0e2c4464f60023780172f78a1677027edbfc972

Observation f6c3fd18-8718-4015-9a4d-344ca368d96f · outbound

This paper cites Tran and P.

Predicting band gap from chemical composition: A simple learned model for a material property with atypical statistics Tran and P

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:08:12.293746Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T22:08:10.616433Z digest=sha256:ebee9405fc0600844065c61bb614e77961a280959f724e31efac4aa5f1df16af

Observation ff837f37-96f1-4522-882b-fb662ddc6d47 · outbound

This paper cites an unresolved cited work.

Predicting band gap from chemical composition: A simple learned model for a material property with atypical statistics Unresolved cited work

Reference 4

Resolution
unresolved
raw_fallback, observed 2026-08-10T22:08:12.276826Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T22:08:10.622538Z digest=sha256:4b2088455da573849bb939d76191209549db25bc5f6647a146315a829fe84ffe

Observation 790398b5-30f5-44c2-abe2-9b6c7fca7a91 · outbound

This paper cites Bagayoko, Understanding density functional theory (DFT) and completing it in practice, AIP Advances 4 (2014).

Predicting band gap from chemical composition: A simple learned model for a material property with atypical statistics Bagayoko, Understanding density functional theory (DFT) and completing it in practice, AIP Advances 4 (2014)

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:08:12.254909Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T22:08:10.628474Z digest=sha256:836b792441f4f530b09ad53ddc93580aa412a8ee2e7e3e264ad2366e10162b60

Observation 1f5b8892-9c0a-4299-9ec4-10a374ea3662 · outbound

This paper cites an unresolved cited work.

Predicting band gap from chemical composition: A simple learned model for a material property with atypical statistics Unresolved cited work

Reference 6

Resolution
unresolved
raw_fallback, observed 2026-08-10T22:08:12.236560Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T22:08:10.633897Z digest=sha256:28dec2664786686fbef08297680983b73cb82026a9f772b4855cf81244bb4443

Observation f3a62ffe-9d70-4fd6-9395-a5b17700fc70 · outbound

This paper cites an unresolved cited work.

Predicting band gap from chemical composition: A simple learned model for a material property with atypical statistics Unresolved cited work

Reference 7

Resolution
unresolved
raw_fallback, observed 2026-08-10T22:08:12.217204Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

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Observation f8dc927a-99b3-4ae5-890a-4e40bf8801fa · outbound

This paper cites Borlido, T.

Predicting band gap from chemical composition: A simple learned model for a material property with atypical statistics Borlido, T

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:08:12.199523Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T22:08:10.645524Z digest=sha256:76dd63135570b39de8cf1073439f05705c2f57d450ae640abc95e4aef98c3c15

Observation 7f0771cf-8c56-4330-b4dd-8231028b7bf7 · outbound

This paper cites an unresolved cited work.

Predicting band gap from chemical composition: A simple learned model for a material property with atypical statistics Unresolved cited work

Reference 9

Resolution
unresolved
raw_fallback, observed 2026-08-10T22:08:12.180212Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T22:08:10.651040Z digest=sha256:1069dd991f7ed7d7945a4f8fb90e4f3abecd792e9e2ba62a83a8b051a0dd5c0b

Observation 1e5a3d65-e9aa-4d9d-9f8a-82a488c45df2 · outbound

This paper cites an unresolved cited work.

Predicting band gap from chemical composition: A simple learned model for a material property with atypical statistics Unresolved cited work

Reference 10

Resolution
unresolved
raw_fallback, observed 2026-08-10T22:08:12.162506Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T22:08:10.657717Z digest=sha256:f69075c9331fc061874979657fd8f9e16fd4f9f2349e2cee4aadf41e10e1019e

Observation 4e9ef828-7d0c-4843-afe2-ffbde5c8d267 · outbound

This paper cites Choudhary, K.

Predicting band gap from chemical composition: A simple learned model for a material property with atypical statistics Choudhary, K

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:08:12.141556Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

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Observation 88c8b37f-ac98-4487-9db6-5819af14a0fa · outbound

This paper cites Curtarolo, W.

Predicting band gap from chemical composition: A simple learned model for a material property with atypical statistics Curtarolo, W

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:08:12.123407Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

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Observation 1471d130-89af-4697-b275-fd2fed612f81 · outbound

This paper cites an unresolved cited work.

Predicting band gap from chemical composition: A simple learned model for a material property with atypical statistics Unresolved cited work

Reference 13

Resolution
unresolved
raw_fallback, observed 2026-08-10T22:08:12.106595Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

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Observation ed741963-bef2-479c-8d86-488bff61f9e7 · outbound

This paper cites an unresolved cited work.

Predicting band gap from chemical composition: A simple learned model for a material property with atypical statistics Unresolved cited work

Reference 14

Resolution
unresolved
raw_fallback, observed 2026-08-10T22:08:12.090640Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T22:08:10.681720Z digest=sha256:a6b3c45199ab998fe83aef40ba0a5e6f1999960bf525321a7c221aa44918f765

Observation 696baffe-2821-4014-9716-062863dcc4c8 · outbound

This paper cites an unresolved cited work.

Predicting band gap from chemical composition: A simple learned model for a material property with atypical statistics Unresolved cited work

Reference 15

Resolution
unresolved
raw_fallback, observed 2026-08-10T22:08:12.073430Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T22:08:10.687610Z digest=sha256:db12ef4fbce0b4a2bfb788d600a5632c6d30edd88f1d0a8df5444a3b706b3d24

Observation 90e94276-f063-4d68-a9a4-3ecd9e0c5b67 · outbound

This paper cites Himanen, A.

Predicting band gap from chemical composition: A simple learned model for a material property with atypical statistics Himanen, A

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:08:12.054702Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T22:08:10.693081Z digest=sha256:7353a714e50ec59c3f1e750a2c3c5abf7855e812280d6cc3a3d06eeb82e9c6ff

Observation 0ad97d56-fe90-4111-82bb-d406bfad137c · outbound

This paper cites an unresolved cited work.

Predicting band gap from chemical composition: A simple learned model for a material property with atypical statistics Unresolved cited work

Reference 17

Resolution
unresolved
raw_fallback, observed 2026-08-10T22:08:12.030874Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T22:08:10.699065Z digest=sha256:7e7014dcd96af881a4975c7d782965a1a9d068909788d5a13159224c90db00af

Observation 8b7e892c-2e32-4b40-8973-93b88719dc1b · outbound

This paper cites Damewood, J.

Predicting band gap from chemical composition: A simple learned model for a material property with atypical statistics Damewood, J

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:08:12.014857Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T22:08:10.705305Z digest=sha256:b47518906dc9714621a08ff1ff2b1f669a1c23b49cbf23c3bc67d975a40fdb2e

Observation e8173b22-5d77-4f58-8439-3de969361440 · outbound

This paper cites Xie and J.

Predicting band gap from chemical composition: A simple learned model for a material property with atypical statistics Xie and J

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:08:11.999143Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

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Observation 3c666c5b-05c6-4f7d-9ead-1d9616207322 · outbound

This paper cites an unresolved cited work.

Predicting band gap from chemical composition: A simple learned model for a material property with atypical statistics Unresolved cited work

Reference 20

Resolution
unresolved
raw_fallback, observed 2026-08-10T22:08:11.980989Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T22:08:10.714769Z digest=sha256:1a041c191acbe0280a2d2d22ab062ff78dd08998461c09b7bda5aa7ea5da0f5b

Observation 2f6f52d6-2b9c-4bdb-bc01-cbb18233960b · outbound

This paper cites an unresolved cited work.

Predicting band gap from chemical composition: A simple learned model for a material property with atypical statistics Unresolved cited work

Reference 21

Resolution
unresolved
raw_fallback, observed 2026-08-10T22:08:11.962581Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T22:08:10.720865Z digest=sha256:d22344a1c0e63b98c4b8e1183d4a3e6b34c4e078837771b61df860860f611eac

Observation 3302f0ef-e226-44dc-bc9d-d28b6ca35cfc · outbound

This paper cites Choudhary and B.

Predicting band gap from chemical composition: A simple learned model for a material property with atypical statistics Choudhary and B

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:08:11.947146Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T22:08:10.726072Z digest=sha256:6780f7c576893d6ad46e1bce302b636cb9cffef9148ba381a9718f6e0439aa9e

Observation 32f33005-5f5c-45fe-a0bd-c3b6891275c5 · outbound

This paper cites an unresolved cited work.

Predicting band gap from chemical composition: A simple learned model for a material property with atypical statistics Unresolved cited work

Reference 23

Resolution
unresolved
raw_fallback, observed 2026-08-10T22:08:11.932357Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T22:08:10.730946Z digest=sha256:35464a04eeadb69a76521e5bb3939ebe7886bdb5d7c20dfde1eac6418776bc95

Observation a0925fb4-9182-4dc8-8de4-eff5fc7750d6 · outbound

This paper cites Multimodal Foundation Models for Material Property Prediction and Discovery.

Predicting band gap from chemical composition: A simple learned model for a material property with atypical statistics Multimodal Foundation Models for Material Property Prediction and Discovery

Reference 24

Resolution
unresolved
no resolver link, observed 2026-08-10T22:08:10.735922Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T22:08:10.735922Z digest=sha256:b228f26a3baee2baff1b8924de5d5df4cfa24e19c63d4f9da51da11a245e5e57

Observation b764d500-3c7e-44a0-9b5b-8c31252cd79c · outbound

This paper cites an unresolved cited work.

Predicting band gap from chemical composition: A simple learned model for a material property with atypical statistics Unresolved cited work

Reference 25

Resolution
unresolved
raw_fallback, observed 2026-08-10T22:08:11.914409Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T22:08:10.742084Z digest=sha256:a43bf74484964d76e8ac09343812e7adea5ca5472452cec697d4d421b5c3fb1f

Observation 9687347c-0cad-43fa-9daf-54795952dee9 · outbound

This paper cites an unresolved cited work.

Predicting band gap from chemical composition: A simple learned model for a material property with atypical statistics Unresolved cited work

Reference 26

Resolution
unresolved
raw_fallback, observed 2026-08-10T22:08:11.899718Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T22:08:10.747248Z digest=sha256:092438448176fd504efe9cb6f25f033ffa552ab2d76d138386a8c100bc19e63f

Observation d094b8ea-679a-4574-b50b-3f3b59529f7f · outbound

This paper cites Batzner, A.

Predicting band gap from chemical composition: A simple learned model for a material property with atypical statistics Batzner, A

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:08:11.884644Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T22:08:10.752870Z digest=sha256:6534cc8ddc93faaa0ee610db88fd4c5cd1bf6b51a1ccefc22d49f2847bbc8f52

Observation 664f0df9-7c1f-42b1-a428-2a554a99075d · outbound

This paper cites Xie and J.

Predicting band gap from chemical composition: A simple learned model for a material property with atypical statistics Xie and J

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:08:11.868253Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T22:08:10.759168Z digest=sha256:85f9f89c6518e083dee4fa1afd324954933ba96d57c5cd06487a69efadd01168

Observation 7aff323c-9dd8-47df-9c50-f8760a3a22e2 · outbound

This paper cites an unresolved cited work.

Predicting band gap from chemical composition: A simple learned model for a material property with atypical statistics Unresolved cited work

Reference 29

Resolution
unresolved
raw_fallback, observed 2026-08-10T22:08:11.849273Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T22:08:10.765207Z digest=sha256:071e311a12f9e07ce4859513d5cac41686a7cc629f4058e845c4d5bdd33d89d3

Observation 19e66e53-2adc-4837-80e0-a4fc833b223f · outbound

This paper cites an unresolved cited work.

Predicting band gap from chemical composition: A simple learned model for a material property with atypical statistics Unresolved cited work

Reference 30

Resolution
unresolved
raw_fallback, observed 2026-08-10T22:08:11.834011Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T22:08:10.771518Z digest=sha256:0e74f2df41277737ec93a7dc7379cc4f5ff0b1a61dc03478a64d8f9b063e8a5a

Observation f3342f37-f4b9-4e45-8518-bb9e98c87434 · outbound

This paper cites an unresolved cited work.

Predicting band gap from chemical composition: A simple learned model for a material property with atypical statistics Unresolved cited work

Reference 31

Resolution
unresolved
raw_fallback, observed 2026-08-10T22:08:11.817289Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T22:08:10.776681Z digest=sha256:b713d01ab73ef118a7a93416f8074d33e5e397f5eeea9921c5e3a7ff5b34cd41

Observation 79a4d4d5-63c8-48e6-9262-016d365e9da8 · outbound

This paper cites an unresolved cited work.

Predicting band gap from chemical composition: A simple learned model for a material property with atypical statistics Unresolved cited work

Reference 32

Resolution
unresolved
raw_fallback, observed 2026-08-10T22:08:11.802928Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T22:08:10.782387Z digest=sha256:03f3b4f9d1f3c7adcb7b56f66bdaffc5c6eba0fec5bdd25a31ffa84983efec4b

Observation 8f46ec17-1b7b-4919-94dd-66702f80a254 · outbound

This paper cites Xiuying, G.

Predicting band gap from chemical composition: A simple learned model for a material property with atypical statistics Xiuying, G

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:08:11.786814Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T22:08:10.788010Z digest=sha256:fedf3e5c12407b14e7d3a1b9aa6a242a768874b47fb94c6e0aeda515ff93dd31

Observation 18c0b0eb-f02b-40fe-8f35-3d39ea2a2737 · outbound

This paper cites an unresolved cited work.

Predicting band gap from chemical composition: A simple learned model for a material property with atypical statistics Unresolved cited work

Reference 34

Resolution
unresolved
raw_fallback, observed 2026-08-10T22:08:11.772446Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T22:08:10.792871Z digest=sha256:ddf1514f6954dbb7cabe8036aca7c27a7bcc57bb7c0ccb81e73a923d9a090fd8

Observation c050e226-d800-4c34-8d09-a00c236723b1 · outbound

This paper cites an unresolved cited work.

Predicting band gap from chemical composition: A simple learned model for a material property with atypical statistics Unresolved cited work

Reference 35

Resolution
unresolved
raw_fallback, observed 2026-08-10T22:08:11.756626Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T22:08:10.797437Z digest=sha256:d0a039b048d83321435e883fdd7043d3b7a8607ac4de4675fb98709fb3d15e1f

Observation 3cd6bdd1-d571-4294-9826-701a10825adc · outbound

This paper cites an unresolved cited work.

Predicting band gap from chemical composition: A simple learned model for a material property with atypical statistics Unresolved cited work

Reference 36

Resolution
unresolved
raw_fallback, observed 2026-08-10T22:08:11.740650Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T22:08:10.803181Z digest=sha256:60e0481470de68486cc63197fd1157444de8ca8523fe808f2fb0e049f4045874

Observation 828549d3-5858-4b46-a531-b6145965123e · outbound

This paper cites K ¨orbel, M.

Predicting band gap from chemical composition: A simple learned model for a material property with atypical statistics K ¨orbel, M

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:08:11.725112Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T22:08:10.807704Z digest=sha256:4684df86fcd95b0a5bf2f1b2e92c5aa8c3e8d07abe2a5af7535448e88fad3cc3

Observation 63752cea-d6d5-400b-8b92-6f5c6c58a1be · outbound

This paper cites Venkatraman, The utility of composition-based machine learning models for band gap prediction, Computational Materi- als Science 197, 110637 (2021).

Predicting band gap from chemical composition: A simple learned model for a material property with atypical statistics Venkatraman, The utility of composition-based machine learning models for band gap prediction, Computational Materi- als Science 197, 110637 (2021)

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:08:11.710160Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T22:08:10.812048Z digest=sha256:5727b3a6c12a53779b70526082befd831437f7bdad1287c7eaeb7632ce32fa40

Observation 2d97a4bf-9db2-4fd1-a65b-25556b302cd6 · outbound

This paper cites an unresolved cited work.

Predicting band gap from chemical composition: A simple learned model for a material property with atypical statistics Unresolved cited work

Reference 39

Resolution
unresolved
raw_fallback, observed 2026-08-10T22:08:11.696220Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T22:08:10.817274Z digest=sha256:57cf54c6dba100806f9c4f9bccdac4dc4e70ef1624338415ef79d1af3dbd0c4f

Observation dc2e358e-ec3a-40bf-98f5-533067e352b3 · outbound

This paper cites an unresolved cited work.

Predicting band gap from chemical composition: A simple learned model for a material property with atypical statistics Unresolved cited work

Reference 40

Resolution
unresolved
raw_fallback, observed 2026-08-10T22:08:11.680711Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T22:08:10.823280Z digest=sha256:9d28e747b1d1a91c4e34b72769bcaf0a84c7b8008e4ed8b25e0878b81b2fd282

Observation 2cfd8152-6686-4416-9a5b-15dbbd429db3 · outbound

This paper cites an unresolved cited work.

Predicting band gap from chemical composition: A simple learned model for a material property with atypical statistics Unresolved cited work

Reference 41

Resolution
unresolved
raw_fallback, observed 2026-08-10T22:08:11.664580Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T22:08:10.827910Z digest=sha256:15c4321ee7b070a57ccf4466318b00488b3854770958906b260e03d8c2d3b1dc

Observation 2e442ba6-0883-4cfb-8ff4-4d252731ea79 · outbound

This paper cites an unresolved cited work.

Predicting band gap from chemical composition: A simple learned model for a material property with atypical statistics Unresolved cited work

Reference 42

Resolution
unresolved
raw_fallback, observed 2026-08-10T22:08:11.648343Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T22:08:10.832917Z digest=sha256:3ae4d32bd0df331834a513fb275bc6c05dfc2ec99be04af014745ee620c21f67

Observation ae361340-7226-41b7-8a0a-fd42e910ca94 · outbound

This paper cites Prein, E.

Predicting band gap from chemical composition: A simple learned model for a material property with atypical statistics Prein, E

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:08:11.633188Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T22:08:10.837703Z digest=sha256:028834b5f4fc36ca1b41ed22c556cfa1f2bc21f4fbf2510d8de4619e9ff0ed11

Observation 876cd4be-7570-4ee6-8d98-912118366035 · outbound

This paper cites an unresolved cited work.

Predicting band gap from chemical composition: A simple learned model for a material property with atypical statistics Unresolved cited work

Reference 44

Resolution
unresolved
raw_fallback, observed 2026-08-10T22:08:11.618318Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T22:08:10.842633Z digest=sha256:4a5e3c97f66d076a62bd6e32a86397b1572c30bd84b0a5d097336f3ae1148494

Observation fd266fa0-a943-4651-b7e5-b5e1763e8a38 · outbound

This paper cites Huang, R.

Predicting band gap from chemical composition: A simple learned model for a material property with atypical statistics Huang, R

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:08:11.603234Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T22:08:10.847348Z digest=sha256:350fe9936b601b8a55a9ef83e9d4c899d1f3d08b14b1efbcea4c00c338d4fc8d

Observation 22d6c6f0-9bee-4b73-86c7-1a5bd61019d1 · outbound

This paper cites an unresolved cited work.

Predicting band gap from chemical composition: A simple learned model for a material property with atypical statistics Unresolved cited work

Reference 46

Resolution
unresolved
raw_fallback, observed 2026-08-10T22:08:11.587144Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T22:08:10.852309Z digest=sha256:4ddecaccc5f8bae1cb11242d873e8c758ff0e92afe1fd748573fa8b15f744577

Observation 381d1f49-6a5f-4154-97e8-6e80430d718d · outbound

This paper cites Ma and M.

Predicting band gap from chemical composition: A simple learned model for a material property with atypical statistics Ma and M

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:08:11.572334Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T22:08:10.857605Z digest=sha256:a148f7fc73f1321953f19c89bcf4ba5f49a6e60c35b0885d83daa7e057ab86dc

Observation 24e0d39d-b656-43a4-843a-b1f5c3b3bde2 · outbound

This paper cites an unresolved cited work.

Predicting band gap from chemical composition: A simple learned model for a material property with atypical statistics Unresolved cited work

Reference 48

Resolution
unresolved
raw_fallback, observed 2026-08-10T22:08:11.554227Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T22:08:10.862338Z digest=sha256:35f87b83decc632b68982587e75c54ca61e3ecf726230804ad89d6abf54d5d1b

Observation ee2bb33e-a0d3-45e7-aa1b-894c22ffd630 · outbound

This paper cites Hastie, R.

Predicting band gap from chemical composition: A simple learned model for a material property with atypical statistics Hastie, R

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:08:11.538944Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T22:08:10.867058Z digest=sha256:473c7322668cf9709a6753effdb0d3095f5e9df4335c6d83ba82d3a586998175

Observation 91e4f767-5fa3-4758-8d1e-ecfcdddf0334 · outbound

This paper cites an unresolved cited work.

Predicting band gap from chemical composition: A simple learned model for a material property with atypical statistics Unresolved cited work

Reference 50

Resolution
unresolved
raw_fallback, observed 2026-08-10T22:08:11.523351Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T22:08:10.872272Z digest=sha256:087af463b4136ed26025a0ab65228390c4f9b83c9a65a35dd449d9fc5b072c2c

Observation 845703d2-f626-42a8-afa1-1a0ef9798d94 · outbound

This paper cites Coles, J.

Predicting band gap from chemical composition: A simple learned model for a material property with atypical statistics Coles, J

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:08:11.506732Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T22:08:10.878200Z digest=sha256:cfad98ab1c43868b94f6d42ea67675befb0a1be3d8c0a0f848f38596af98cbb7

Observation 4de6b3b0-6eea-476e-a138-293bac2f2798 · outbound

This paper cites Belitz and P.

Predicting band gap from chemical composition: A simple learned model for a material property with atypical statistics Belitz and P

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:08:11.491647Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T22:08:10.883370Z digest=sha256:c04adf7363169c5a4f4abe8076b0bf51b1e466a7303be1aaff7320783cb637b0

Observation b241f1fc-3006-4fdb-b956-f53f4a48ccc0 · outbound

This paper cites Kingma and J.

Predicting band gap from chemical composition: A simple learned model for a material property with atypical statistics Kingma and J

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:08:11.464992Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T22:08:10.888328Z digest=sha256:093528266c64cb02855a852d7e5e2f7d6dd76d6bfd1351ffc20bfa18a67a2296

Observation 01d78e16-8f48-4a5d-8a97-5ddc8a217427 · outbound

This paper cites an unresolved cited work.

Predicting band gap from chemical composition: A simple learned model for a material property with atypical statistics Unresolved cited work

Reference 54

Resolution
unresolved
raw_fallback, observed 2026-08-10T22:08:11.446622Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T22:08:10.894877Z digest=sha256:70e798772db65d18552bd041490f185d0a5608ed300771747e5ae7502c814e4f

Observation d2b47cdc-9ba9-4470-bcb9-6eb106d7e44d · outbound

This paper cites Isayev, C.

Predicting band gap from chemical composition: A simple learned model for a material property with atypical statistics Isayev, C

Reference 55

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:08:11.429510Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T22:08:10.900218Z digest=sha256:d78d6420278c75a7f7c41cd2ea00ebbf984681807f4d8073f5068f4ee77a1036

Observation 6f2433ca-f362-4c4e-8bd1-f0877fe460ff · outbound

This paper cites Michaelis, N.

Predicting band gap from chemical composition: A simple learned model for a material property with atypical statistics Michaelis, N

Reference 56

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:08:11.409627Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T22:08:10.905516Z digest=sha256:f35cf230215b1a6db0b75b353d159e5a98b4bf7c1f77bce5cea2f7a21af6132d

Observation 12499d44-f6ea-4f02-a710-31e9e2c2694d · outbound

This paper cites Lambert, Zero-inflated poisson regression, with an applica- tion to defects in manufacturing, Technometrics 34, 1 (1992).

Predicting band gap from chemical composition: A simple learned model for a material property with atypical statistics Lambert, Zero-inflated poisson regression, with an applica- tion to defects in manufacturing, Technometrics 34, 1 (1992)

Reference 57

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:08:11.393131Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T22:08:10.911661Z digest=sha256:cac7aafb5ed702976fac0ce2095500d1b922183f6135bfa3957a94168cd5cd83

Observation 472272cc-89d2-4ce7-b003-dc76fa3d67c0 · outbound

This paper cites Jørgensen and M.

Predicting band gap from chemical composition: A simple learned model for a material property with atypical statistics Jørgensen and M

Reference 58

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:08:11.376501Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T22:08:10.917486Z digest=sha256:937ccb13f4a12dbce231b385163e3992b4dd8d0c8456d9bf72937bb37163a83c

Observation 3ce5fc71-9013-4014-a331-bf29e666bfa6 · outbound

This paper cites an unresolved cited work.

Predicting band gap from chemical composition: A simple learned model for a material property with atypical statistics Unresolved cited work

Reference 59

Resolution
unresolved
raw_fallback, observed 2026-08-10T22:08:11.360177Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T22:08:10.922253Z digest=sha256:7c3511728b9e7ff2a0365e94bcad46266e8448dbc20554306d1b8a57d2e1bed7

Observation e975f86f-5010-460c-ad72-7c1858d6180a · outbound

This paper cites Choubisa, P.

Predicting band gap from chemical composition: A simple learned model for a material property with atypical statistics Choubisa, P

Reference 60

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:08:11.343764Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T22:08:10.928165Z digest=sha256:ae2ef1e0c3d7429fdfb5bd3df780e0f50dd543a4e4101cfaa605864b076c321f

Observation d379bdae-87a2-4f48-9187-a072b2fc635b · outbound

This paper cites an unresolved cited work.

Predicting band gap from chemical composition: A simple learned model for a material property with atypical statistics Unresolved cited work

Reference 61

Resolution
unresolved
raw_fallback, observed 2026-08-10T22:08:11.328498Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T22:08:10.934123Z digest=sha256:b00926021094c86fdbe820c2776a96bb9492a19775441327aff404382989f7bb

Observation fcdfae23-2445-4ce5-be89-b49124ecfcf4 · outbound

This paper cites an unresolved cited work.

Predicting band gap from chemical composition: A simple learned model for a material property with atypical statistics Unresolved cited work

Reference 62

Resolution
verified exact
raw_fallback, observed 2026-08-10T22:08:11.140944Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T22:08:10.940119Z digest=sha256:c5da13a78d8860e292741277e12c2020c5e98c8710001d976bd9c275c640e81b

Observation 5f230485-ff83-410b-8520-bc21e559ebd9 · outbound

This paper cites Ouyang, S.

Predicting band gap from chemical composition: A simple learned model for a material property with atypical statistics Ouyang, S

Reference 63

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:08:11.312699Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T22:08:10.945351Z digest=sha256:937feaaf8c9e71fb3e2594985c8bb7d035fa422d21c80048dfa31c7d21c890d7

Observation bd28079d-735c-4565-a1bd-6baf196ed220 · outbound

This paper cites an unresolved cited work.

Predicting band gap from chemical composition: A simple learned model for a material property with atypical statistics Unresolved cited work

Reference 64

Resolution
unresolved
raw_fallback, observed 2026-08-10T22:08:11.297223Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T22:08:10.950236Z digest=sha256:f91308d3fd32514e595d092b0e7a041e6440af0878932e625eddb387d75d0bd5

Observation c9d56fae-08ad-48ac-8e56-29de32392bae · outbound

This paper cites an unresolved cited work.

Predicting band gap from chemical composition: A simple learned model for a material property with atypical statistics Unresolved cited work

Reference 65

Resolution
unresolved
raw_fallback, observed 2026-08-10T22:08:11.281876Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T22:08:10.954898Z digest=sha256:c441b4b1b98555cbc3adec385368893deffbec51d865fe8a84e15faa31a8855f

Observation 507809e6-4505-47fc-af30-f7ae4f78c253 · outbound

This paper cites an unresolved cited work.

Predicting band gap from chemical composition: A simple learned model for a material property with atypical statistics Unresolved cited work

Reference 66

Resolution
unresolved
raw_fallback, observed 2026-08-10T22:08:11.262681Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T22:08:10.959893Z digest=sha256:404c3222b5b57dbb782bc4c4fdf8264a36d4e53bf452ab9cac42d31419cdfd29

Observation 9c940151-8fdc-44b9-acec-c1004bf828f0 · outbound

This paper cites Zhang, Y .-M.

Predicting band gap from chemical composition: A simple learned model for a material property with atypical statistics Zhang, Y .-M

Reference 67

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:08:11.241773Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T22:08:10.965579Z digest=sha256:7a620a2603f117c039baa59bb2ac90eb2167dfcb10a3f65363c6a35c27bd4928

Observation 5319128a-4c8f-4a3d-b570-53363d7b82fa · outbound

This paper cites Ziletti, D.

Predicting band gap from chemical composition: A simple learned model for a material property with atypical statistics Ziletti, D

Reference 68

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:08:11.224815Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T22:08:10.971036Z digest=sha256:bc6bd8161e304b8eb8968c3df5f3fe553af1d69169562f212c098c1e8593e5b3

Observation d2077258-d138-4ccb-8ed5-0db28588668c · outbound

This paper cites George and G.

Predicting band gap from chemical composition: A simple learned model for a material property with atypical statistics George and G

Reference 69

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:08:11.208566Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T22:08:10.975726Z digest=sha256:962734db7a7f608a1848299534e4f677170d29026edddf7a8320bcf89ceb60ee

Observation 414594c9-4f80-4552-8831-4ba563adf863 · outbound

This paper cites Oviedo, J.

Predicting band gap from chemical composition: A simple learned model for a material property with atypical statistics Oviedo, J

Reference 70

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:08:11.192697Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T22:08:10.980458Z digest=sha256:d314ea9f4e7147778018765dd96581d33784b5daee8c32b83114bca3fac1165a

Observation efea024d-ab9d-448b-b999-8fc34b99958b · outbound

This paper cites an unresolved cited work.

Predicting band gap from chemical composition: A simple learned model for a material property with atypical statistics Unresolved cited work

Reference 71

Resolution
unresolved
raw_fallback, observed 2026-08-10T22:08:11.176597Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T22:08:10.985924Z digest=sha256:136c7d013b182d3bdcf4f6283f55d884212dda1833f115f26c31324a1e6347eb

Pith citing papers

Observation b687a259-1598-403d-b067-28e7e32d87a0 · inbound

Interpretation of Crystal Energy Landscapes with Kolmogorov-Arnold Networks cites this paper.

Interpretation of Crystal Energy Landscapes with Kolmogorov-Arnold Networks Predicting band gap from chemical composition: A simple learned model for a material property with atypical statistics

Reference 47

Resolution
verified exact
arxiv_id, observed 2026-05-10T23:10:51.191794Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-05-10T19:18:37.126985Z digest=sha256:31da0925d051e28cf35fa693823ea6d4bd39646b601841feb9959b628bfbfc97

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Composition-Weighted Symbolic Regression for General-Purpose Property Prediction cites this paper.

Composition-Weighted Symbolic Regression for General-Purpose Property Prediction Predicting band gap from chemical composition: A simple learned model for a material property with atypical statistics

Reference 24

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arxiv_id, observed 2026-05-09T06:05:36.515530Z

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