Paper Citation Record · LEDGER

NEP89: Universal neuroevolution potential for inorganic and organic materials across 89 elements

As of 23 August 2026, this Paper Citation Record lists 80 of 80 outbound references and 13 inbound Pith citation observations for arXiv:2504.21286.

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

pith.paper-citation-record.v1
2504.21286 v3

Coverage vector

measured 80 of 80 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-16T05:12:09.775928Z

measured 93 of 93 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-23T06:30:58.430688+00:00

measured 13 of 13 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T11:36:33.393045Z

measured 1 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Reference resolution

80 of 80 outbound references displayed

verified exact2
verified fuzzy33
unresolved45
parse uncertain0
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External citation measurements

9
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

Observation b8247a56-b200-4cf3-b60f-80a48dfc1517 · outbound

This paper cites Behler and M.

NEP89: Universal neuroevolution potential for inorganic and organic materials across 89 elements Behler and M

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-16T05:12:09.465960Z

Source-reported events for the cited work

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Observation e0b384ad-874b-487e-aa56-55532c684d56 · outbound

This paper cites an unresolved cited work.

NEP89: Universal neuroevolution potential for inorganic and organic materials across 89 elements Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-16T05:12:10.715240Z

Source-reported events for the cited work

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Observation 66e17558-4da6-42db-a920-9b298665e995 · outbound

This paper cites Behler, Perspective: Machine learning potentials for atomistic simulations, The Journal of Chemical Physics 145, 170901 (2016).

NEP89: Universal neuroevolution potential for inorganic and organic materials across 89 elements Behler, Perspective: Machine learning potentials for atomistic simulations, The Journal of Chemical Physics 145, 170901 (2016)

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-16T05:12:09.475161Z

Source-reported events for the cited work

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Observation 3ac9794d-257f-4d7c-91e1-f2f07a4a1d08 · outbound

This paper cites No´ e, A.

NEP89: Universal neuroevolution potential for inorganic and organic materials across 89 elements No´ e, A

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:12:10.693907Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation aeb45fd0-db47-4a55-9140-22fe8fdfaf94 · outbound

This paper cites an unresolved cited work.

NEP89: Universal neuroevolution potential for inorganic and organic materials across 89 elements Unresolved cited work

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-16T05:12:09.483614Z

Source-reported events for the cited work

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Observation 5c5755a2-88aa-401e-b372-ffce44f6e59c · outbound

This paper cites an unresolved cited work.

NEP89: Universal neuroevolution potential for inorganic and organic materials across 89 elements Unresolved cited work

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-16T05:12:09.488072Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 30d77bee-ba3b-481e-9391-7fa6f6141bf0 · outbound

This paper cites Mishin, Machine-learning interatomic potentials for materials science, Acta Materialia 214, 116980 (2021).

NEP89: Universal neuroevolution potential for inorganic and organic materials across 89 elements Mishin, Machine-learning interatomic potentials for materials science, Acta Materialia 214, 116980 (2021)

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-16T05:12:09.491937Z

Source-reported events for the cited work

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Observation b8520bae-4ef5-4c3d-b74e-ccb05f94724b · outbound

This paper cites an unresolved cited work.

NEP89: Universal neuroevolution potential for inorganic and organic materials across 89 elements Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-16T05:12:10.655901Z

Source-reported events for the cited work

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Observation 7870ee4c-f4d2-4ae9-b15f-887347805f62 · outbound

This paper cites an unresolved cited work.

NEP89: Universal neuroevolution potential for inorganic and organic materials across 89 elements Unresolved cited work

Reference 9

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Source-reported events for the cited work

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Observation e41c7e16-2afe-4597-bae2-e33904b4de56 · outbound

This paper cites Takamoto, C.

NEP89: Universal neuroevolution potential for inorganic and organic materials across 89 elements Takamoto, C

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:12:10.634505Z

Source-reported events for the cited work

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Observation 7022b749-ceeb-4497-934e-493d71467fc4 · outbound

This paper cites Zhang, X.

NEP89: Universal neuroevolution potential for inorganic and organic materials across 89 elements Zhang, X

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:12:10.621121Z

Source-reported events for the cited work

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Observation 00e93ccb-1619-4238-ab0a-c9f3a1a9ff7e · outbound

This paper cites Chen and S.

NEP89: Universal neuroevolution potential for inorganic and organic materials across 89 elements Chen and S

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-16T05:12:09.511654Z

Source-reported events for the cited work

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Observation 47b2e5c7-1038-4444-b179-b3d5b0e1b10f · outbound

This paper cites an unresolved cited work.

NEP89: Universal neuroevolution potential for inorganic and organic materials across 89 elements Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-16T05:12:10.600685Z

Source-reported events for the cited work

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Observation 7ad9169c-6ae4-481e-9dce-382486b0cb3f · outbound

This paper cites Merchant, S.

NEP89: Universal neuroevolution potential for inorganic and organic materials across 89 elements Merchant, S

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-16T05:12:09.519201Z

Source-reported events for the cited work

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Observation af70caf4-347a-4f8e-bda1-bdee7b41caba · outbound

This paper cites an unresolved cited work.

NEP89: Universal neuroevolution potential for inorganic and organic materials across 89 elements Unresolved cited work

Reference 15

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Source-reported events for the cited work

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Observation 8a1d085e-ab53-4d0c-989b-24a7f3234bdb · outbound

This paper cites A foundation model for atomistic materials chemistry.

NEP89: Universal neuroevolution potential for inorganic and organic materials across 89 elements A foundation model for atomistic materials chemistry

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-16T05:12:09.526672Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 887b5829-0a61-4e01-b121-0f88381a875f · outbound

This paper cites MatterSim: A Deep Learning Atomistic Model Across Elements, Temperatures and Pressures.

NEP89: Universal neuroevolution potential for inorganic and organic materials across 89 elements MatterSim: A Deep Learning Atomistic Model Across Elements, Temperatures and Pressures

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-16T05:12:09.531392Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6a85f049-0de1-4b8d-86cd-c6b84f5a9602 · outbound

This paper cites an unresolved cited work.

NEP89: Universal neuroevolution potential for inorganic and organic materials across 89 elements Unresolved cited work

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-16T05:12:09.535434Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e724c855-103f-4300-affc-de5595d07d58 · outbound

This paper cites an unresolved cited work.

NEP89: Universal neuroevolution potential for inorganic and organic materials across 89 elements Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-16T05:12:10.559645Z

Source-reported events for the cited work

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Observation ed331558-4f5f-4b84-b7a4-6ceb92cea6f0 · outbound

This paper cites an unresolved cited work.

NEP89: Universal neuroevolution potential for inorganic and organic materials across 89 elements Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-16T05:12:10.547400Z

Source-reported events for the cited work

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Observation bd1d97f1-360a-461b-aea1-9059671e02e7 · outbound

This paper cites Eastman, P.

NEP89: Universal neuroevolution potential for inorganic and organic materials across 89 elements Eastman, P

Reference 21

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Source-reported events for the cited work

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Observation 959bf853-5df0-40b4-b2a8-30b26c4a3ef7 · outbound

This paper cites Zhang, M.

NEP89: Universal neuroevolution potential for inorganic and organic materials across 89 elements Zhang, M

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:12:10.520745Z

Source-reported events for the cited work

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Observation 00d5f238-d985-4571-bff8-a881680bb2a0 · outbound

This paper cites an unresolved cited work.

NEP89: Universal neuroevolution potential for inorganic and organic materials across 89 elements Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-16T05:12:10.506550Z

Source-reported events for the cited work

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Observation bd7a5c09-7ec9-41e1-a22e-02e54f85a1a8 · outbound

This paper cites Barroso-Luque, M.

NEP89: Universal neuroevolution potential for inorganic and organic materials across 89 elements Barroso-Luque, M

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:12:10.492959Z

Source-reported events for the cited work

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Observation b97676fd-c796-41ec-822e-8ba868e07bd4 · outbound

This paper cites an unresolved cited work.

NEP89: Universal neuroevolution potential for inorganic and organic materials across 89 elements Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-16T05:12:10.480519Z

Source-reported events for the cited work

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Observation 15545d9d-558f-4aca-ad8f-c9b7d925d3b0 · outbound

This paper cites Ibragimova, M.

NEP89: Universal neuroevolution potential for inorganic and organic materials across 89 elements Ibragimova, M

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:12:10.467361Z

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Observation a25c6eae-a620-4e3c-9180-795e98f14446 · outbound

This paper cites short blanket.

NEP89: Universal neuroevolution potential for inorganic and organic materials across 89 elements short blanket

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:12:10.454605Z

Source-reported events for the cited work

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Observation d1e7009a-cf9f-4003-8b48-21d735db9486 · outbound

This paper cites Grimme, J.

NEP89: Universal neuroevolution potential for inorganic and organic materials across 89 elements Grimme, J

Reference 28

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Observation 19f81906-9182-4c25-b006-6e8cf588351d · outbound

This paper cites Grimme, S.

NEP89: Universal neuroevolution potential for inorganic and organic materials across 89 elements Grimme, S

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:12:10.431945Z

Source-reported events for the cited work

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Observation 0774bd3d-16f0-4247-b18c-ff52d6b8edd0 · outbound

This paper cites Schaul, T.

NEP89: Universal neuroevolution potential for inorganic and organic materials across 89 elements Schaul, T

Reference 30

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Source-reported events for the cited work

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Observation 523fd478-e79e-4902-90af-11f1c75c7937 · outbound

This paper cites first principles.

NEP89: Universal neuroevolution potential for inorganic and organic materials across 89 elements first principles

Reference 31

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Observation 69fefcd7-6290-4480-8881-3fbffd88ff6a · outbound

This paper cites an unresolved cited work.

NEP89: Universal neuroevolution potential for inorganic and organic materials across 89 elements Unresolved cited work

Reference 32

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a15210f2-cce0-41e9-8a9d-07e89a97d1b2 · outbound

This paper cites Rezac, K.

NEP89: Universal neuroevolution potential for inorganic and organic materials across 89 elements Rezac, K

Reference 33

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Source-reported events for the cited work

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Observation fdb16c70-91cd-4111-af8f-025402a44ec3 · outbound

This paper cites Della Pia, A.

NEP89: Universal neuroevolution potential for inorganic and organic materials across 89 elements Della Pia, A

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:12:10.377697Z

Source-reported events for the cited work

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Observation ecfd2e6f-de52-4a5a-902e-9ffda13a9903 · outbound

This paper cites Togo, First-principles phonon calculations with Phonopy and Phono3py, Journal of the Physical Society of Japan 92, 012001 (2023).

NEP89: Universal neuroevolution potential for inorganic and organic materials across 89 elements Togo, First-principles phonon calculations with Phonopy and Phono3py, Journal of the Physical Society of Japan 92, 012001 (2023)

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:12:10.365680Z

Source-reported events for the cited work

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Observation 5cda9ac3-7844-4a4d-800b-2b1d7bd19315 · outbound

This paper cites an unresolved cited work.

NEP89: Universal neuroevolution potential for inorganic and organic materials across 89 elements Unresolved cited work

Reference 36

Resolution: unresolved; raw_fallback, observed 2026-08-16T05:12:10.353473Z

Source-reported events for the cited work

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Observation c17ccd8f-4d33-4353-ab80-4e4ea372070e · outbound

This paper cites Van´ ysek, Ionic Conductivity and Diffusion at Infinite Dilution, in CRC Handbook of Chemistry and Physics , edited by D.

NEP89: Universal neuroevolution potential for inorganic and organic materials across 89 elements Van´ ysek, Ionic Conductivity and Diffusion at Infinite Dilution, in CRC Handbook of Chemistry and Physics , edited by D

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:12:10.340987Z

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Observation 110c238b-e0da-401a-8d68-3eb05dd13e72 · outbound

This paper cites an unresolved cited work.

NEP89: Universal neuroevolution potential for inorganic and organic materials across 89 elements Unresolved cited work

Reference 38

Resolution: unresolved; raw_fallback, observed 2026-08-16T05:12:10.327788Z

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Observation 79abe1de-e347-441a-97c0-249aceebf7ce · outbound

This paper cites Ramachandran, C.

NEP89: Universal neuroevolution potential for inorganic and organic materials across 89 elements Ramachandran, C

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:12:10.315734Z

Source-reported events for the cited work

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Observation 50dada38-95ed-44be-801d-f06971188724 · outbound

This paper cites an unresolved cited work.

NEP89: Universal neuroevolution potential for inorganic and organic materials across 89 elements Unresolved cited work

Reference 40

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Source-reported events for the cited work

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Observation e5fa3e21-bb80-4b9c-81f7-db5f0ab14ea1 · outbound

This paper cites an unresolved cited work.

NEP89: Universal neuroevolution potential for inorganic and organic materials across 89 elements Unresolved cited work

Reference 41

Resolution: unresolved; raw_fallback, observed 2026-08-16T05:12:10.290855Z

Source-reported events for the cited work

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Observation 58647228-0c45-4a30-a537-e1960e0738ea · outbound

This paper cites an unresolved cited work.

NEP89: Universal neuroevolution potential for inorganic and organic materials across 89 elements Unresolved cited work

Reference 42

Resolution: unresolved; raw_fallback, observed 2026-08-16T05:12:10.276825Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 7e07d02d-8849-416e-9bb7-c31edbaf5c53 · outbound

This paper cites Accurate Modeling of Interfacial Thermal Transport in van der Waals Heterostructures via Hybrid Machine Learning and Registry-Dependent Potentials.

NEP89: Universal neuroevolution potential for inorganic and organic materials across 89 elements Accurate Modeling of Interfacial Thermal Transport in van der Waals Heterostructures via Hybrid Machine Learning and Registry-Dependent Potentials

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-16T05:12:09.632392Z

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Observation 9d314270-e5ea-4249-89af-b3784090e3de · outbound

This paper cites an unresolved cited work.

NEP89: Universal neuroevolution potential for inorganic and organic materials across 89 elements Unresolved cited work

Reference 44

Resolution: unresolved; raw_fallback, observed 2026-08-16T05:12:10.264293Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation d9c7c828-78cc-4e18-af9b-91ad22e0b788 · outbound

This paper cites an unresolved cited work.

NEP89: Universal neuroevolution potential for inorganic and organic materials across 89 elements Unresolved cited work

Reference 45

Resolution: unresolved; raw_fallback, observed 2026-08-16T05:12:10.251496Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 3d2fe029-d2f5-4ca0-9e65-3daeafa6a004 · outbound

This paper cites Cepellotti, G.

NEP89: Universal neuroevolution potential for inorganic and organic materials across 89 elements Cepellotti, G

Reference 46

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:12:10.238597Z

Source-reported events for the cited work

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Observation ab8631b7-9277-4c5a-96c2-5b8963906376 · outbound

This paper cites an unresolved cited work.

NEP89: Universal neuroevolution potential for inorganic and organic materials across 89 elements Unresolved cited work

Reference 47

Resolution: unresolved; raw_fallback, observed 2026-08-16T05:12:12.325439Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation ddfaf05a-dcab-4d5b-8d49-470bf83d4006 · outbound

This paper cites Hosokawa, J.-F.

NEP89: Universal neuroevolution potential for inorganic and organic materials across 89 elements Hosokawa, J.-F

Reference 48

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:12:10.226162Z

Source-reported events for the cited work

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Observation 7bf48207-b84a-4a84-a2b9-a437d2a58184 · outbound

This paper cites Predicting neutron experiments from first principles: A workflow powered by machine learning.

NEP89: Universal neuroevolution potential for inorganic and organic materials across 89 elements Predicting neutron experiments from first principles: A workflow powered by machine learning

Reference 49

Resolution: verified exact; local_arxiv, observed 2026-08-16T05:12:09.817673Z

Source-reported events for the cited work

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Observation 34b2d130-d03e-4ba9-9638-2af7aa4dc1d1 · outbound

This paper cites Liu, GPUMD-Wizard: A python package for generat- ing and evaluating machine learning potentials, (2024).

NEP89: Universal neuroevolution potential for inorganic and organic materials across 89 elements Liu, GPUMD-Wizard: A python package for generat- ing and evaluating machine learning potentials, (2024)

Reference 50

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:12:10.204402Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 40c16820-1a68-4dc6-b34d-df1ab4a5038d · outbound

This paper cites an unresolved cited work.

NEP89: Universal neuroevolution potential for inorganic and organic materials across 89 elements Unresolved cited work

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-16T05:12:09.656246Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d6e2c160-d3b0-4ee6-99d2-29a5a94b7dd6 · outbound

This paper cites Lindgren, M.

NEP89: Universal neuroevolution potential for inorganic and organic materials across 89 elements Lindgren, M

Reference 52

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:12:10.178938Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation c2db117f-4a22-4f41-8d2d-bb838a31d757 · outbound

This paper cites Hjorth Larsen, J.

NEP89: Universal neuroevolution potential for inorganic and organic materials across 89 elements Hjorth Larsen, J

Reference 53

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:12:10.191715Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation b526f666-2d9f-4963-9d72-498a51ece906 · outbound

This paper cites an unresolved cited work.

NEP89: Universal neuroevolution potential for inorganic and organic materials across 89 elements Unresolved cited work

Reference 54

Resolution: unresolved; raw_fallback, observed 2026-08-16T05:12:10.153997Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 0d7f7152-57d5-4c4a-a1a9-995c6290b2be · outbound

This paper cites an unresolved cited work.

NEP89: Universal neuroevolution potential for inorganic and organic materials across 89 elements Unresolved cited work

Reference 55

Resolution: unresolved; raw_fallback, observed 2026-08-16T05:12:10.166606Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 969fc81b-8d59-4abd-8487-b7d65a2c3dc1 · outbound

This paper cites Berendsen, D.

NEP89: Universal neuroevolution potential for inorganic and organic materials across 89 elements Berendsen, D

Reference 56

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:12:10.132983Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 65d45a25-75f9-457b-82b6-6139f847e316 · outbound

This paper cites Cantor, I.

NEP89: Universal neuroevolution potential for inorganic and organic materials across 89 elements Cantor, I

Reference 57

Resolution: unresolved; no resolver link, observed 2026-08-16T05:12:09.679148Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 548a4c9d-c0a4-4777-a679-fedf34ea9ae3 · outbound

This paper cites Soteras Guti´ errez, F.-Y.

NEP89: Universal neuroevolution potential for inorganic and organic materials across 89 elements Soteras Guti´ errez, F.-Y

Reference 58

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:12:10.107422Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 2cf9dbe0-100f-4b88-aa6d-e3d676e34f52 · outbound

This paper cites Huang, S.

NEP89: Universal neuroevolution potential for inorganic and organic materials across 89 elements Huang, S

Reference 59

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:12:10.120062Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 2d5f0570-d086-4bc8-b380-fcd3b146d318 · outbound

This paper cites Kresse and J.

NEP89: Universal neuroevolution potential for inorganic and organic materials across 89 elements Kresse and J

Reference 60

Resolution: unresolved; no resolver link, observed 2026-08-16T05:12:09.699556Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 768bb7b2-437c-4791-93c4-cb21ff5d560d · outbound

This paper cites an unresolved cited work.

NEP89: Universal neuroevolution potential for inorganic and organic materials across 89 elements Unresolved cited work

Reference 61

Resolution: unresolved; no resolver link, observed 2026-08-16T05:12:09.695591Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 65f3880c-a855-40dd-8c84-8fc940976fe2 · outbound

This paper cites an unresolved cited work.

NEP89: Universal neuroevolution potential for inorganic and organic materials across 89 elements Unresolved cited work

Reference 62

Resolution: unresolved; no resolver link, observed 2026-08-16T05:12:09.707073Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 094e011b-6526-48f5-9449-72389d3df2e8 · outbound

This paper cites an unresolved cited work.

NEP89: Universal neuroevolution potential for inorganic and organic materials across 89 elements Unresolved cited work

Reference 63

Resolution: unresolved; no resolver link, observed 2026-08-16T05:12:09.703345Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1f7de5f8-b08a-4061-a7a7-92b80bba0a17 · outbound

This paper cites an unresolved cited work.

NEP89: Universal neuroevolution potential for inorganic and organic materials across 89 elements Unresolved cited work

Reference 64

Resolution: unresolved; raw_fallback, observed 2026-08-16T05:12:10.052022Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation dcdd6a4d-a33c-4868-8606-42f4094084d8 · outbound

This paper cites an unresolved cited work.

NEP89: Universal neuroevolution potential for inorganic and organic materials across 89 elements Unresolved cited work

Reference 65

Resolution: unresolved; raw_fallback, observed 2026-08-16T05:12:10.064293Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation e2eb6288-fa6f-401e-ada0-32592a28a187 · outbound

This paper cites ACKNOWLEDGMENTS Z.

NEP89: Universal neuroevolution potential for inorganic and organic materials across 89 elements ACKNOWLEDGMENTS Z

Reference 66

Resolution: verified exact; doi, observed 2026-08-16T05:12:10.736310Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation a8935d57-6b8f-4aef-afeb-1170b4679af0 · outbound

This paper cites Fransson, M.

NEP89: Universal neuroevolution potential for inorganic and organic materials across 89 elements Fransson, M

Reference 67

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:12:10.040084Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 0d30f98b-cdfe-43a3-900c-2c41b2a620e0 · outbound

This paper cites an unresolved cited work.

NEP89: Universal neuroevolution potential for inorganic and organic materials across 89 elements Unresolved cited work

Reference 68

Resolution: unresolved; raw_fallback, observed 2026-08-16T05:12:10.028235Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 8801c923-e763-4e51-86e8-9d9abd3305cc · outbound

This paper cites Turanyi, A.

NEP89: Universal neuroevolution potential for inorganic and organic materials across 89 elements Turanyi, A

Reference 69

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:12:10.016139Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation eb80ba2f-33db-478d-85a0-e2eb704b2450 · outbound

This paper cites Arnold, J.

NEP89: Universal neuroevolution potential for inorganic and organic materials across 89 elements Arnold, J

Reference 70

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:12:10.004186Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation a0e84d3d-01ff-490b-a8da-6d11145ec19e · outbound

This paper cites Fan, brucefan1983/GPUMD: GPUMD-v4.0, (2025).

NEP89: Universal neuroevolution potential for inorganic and organic materials across 89 elements Fan, brucefan1983/GPUMD: GPUMD-v4.0, (2025)

Reference 71

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:12:09.991989Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 9173cb85-70ef-4f35-b3c4-2bf6d1925cfe · outbound

This paper cites an unresolved cited work.

NEP89: Universal neuroevolution potential for inorganic and organic materials across 89 elements Unresolved cited work

Reference 72

Resolution: unresolved; raw_fallback, observed 2026-08-16T05:12:09.979538Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 9eced9f6-b508-495a-9cf4-21aebd0c424b · outbound

This paper cites an unresolved cited work.

NEP89: Universal neuroevolution potential for inorganic and organic materials across 89 elements Unresolved cited work

Reference 73

Resolution: unresolved; raw_fallback, observed 2026-08-16T05:12:09.966967Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation dc9b2c72-2bdc-45cf-8fdd-c65b5466d6d0 · outbound

This paper cites Hou, Y.-W.

NEP89: Universal neuroevolution potential for inorganic and organic materials across 89 elements Hou, Y.-W

Reference 74

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:12:09.954278Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation dbce2d94-d7c8-4d6b-bf33-262cccbc5cd2 · outbound

This paper cites an unresolved cited work.

NEP89: Universal neuroevolution potential for inorganic and organic materials across 89 elements Unresolved cited work

Reference 75

Resolution: unresolved; raw_fallback, observed 2026-08-16T05:12:09.940042Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 2812bc6c-d129-490b-9aa8-d73587c95db0 · outbound

This paper cites Hill, The Elastic Behaviour of a Crystalline Aggregate, Proceedings of the Physical Society.

NEP89: Universal neuroevolution potential for inorganic and organic materials across 89 elements Hill, The Elastic Behaviour of a Crystalline Aggregate, Proceedings of the Physical Society

Reference 76

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:12:09.925732Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation e85c0c05-c327-4f5b-872f-b3687938891b · outbound

This paper cites De Jong, W.

NEP89: Universal neuroevolution potential for inorganic and organic materials across 89 elements De Jong, W

Reference 77

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:12:09.911384Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation b03148e4-fab4-4918-8002-a0fce93cb777 · outbound

This paper cites Deng, Materials project trajectory (mptrj) dataset, figshare (2023).

NEP89: Universal neuroevolution potential for inorganic and organic materials across 89 elements Deng, Materials project trajectory (mptrj) dataset, figshare (2023)

Reference 78

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:12:09.897567Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation c235b7bd-ba2f-49e6-a0fe-42d29e71acd8 · outbound

This paper cites VI (McGraw-Hill Book Co., Inc., New York, NY, 1926) p.

NEP89: Universal neuroevolution potential for inorganic and organic materials across 89 elements VI (McGraw-Hill Book Co., Inc., New York, NY, 1926) p

Reference 79

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:12:09.883795Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation d81ba9cc-8bcf-4ea7-8b8e-57c2a494befa · outbound

This paper cites 29 a b Figure S4.

NEP89: Universal neuroevolution potential for inorganic and organic materials across 89 elements 29 a b Figure S4

Reference 80

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:12:09.870646Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Pith citing papers

Observation 2a225581-1ec4-4393-a913-5f01cd6783cc · inbound

NepTrain and NepTrainKit: Automated Active Learning and Visualization Toolkit for Neuroevolution Potentials cites this paper.

NepTrain and NepTrainKit: Automated Active Learning and Visualization Toolkit for Neuroevolution Potentials NEP89: Universal neuroevolution potential for inorganic and organic materials across 89 elements

Reference 52

Resolution: unresolved; no resolver link, observed 2026-08-07T11:36:33.393045Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f44c0ea6-344a-438e-8803-ff8476053c0a · inbound

Model Accuracy and Data Heterogeneity Shape Uncertainty Quantification in Machine Learning Interatomic Potentials cites this paper.

Model Accuracy and Data Heterogeneity Shape Uncertainty Quantification in Machine Learning Interatomic Potentials NEP89: Universal neuroevolution potential for inorganic and organic materials across 89 elements

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-06T04:31:07.171943Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 835d7f5c-dc11-4b9d-af8e-e71930f81d07 · inbound

A Neuroevolution Potential for Gallium Oxide: Accurate and Efficient Modeling of Polymorphism and Swift Heavy-Ion Irradiation cites this paper.

A Neuroevolution Potential for Gallium Oxide: Accurate and Efficient Modeling of Polymorphism and Swift Heavy-Ion Irradiation NEP89: Universal neuroevolution potential for inorganic and organic materials across 89 elements

Reference 43

Resolution: verified exact; arxiv_id, observed 2026-07-10T01:19:38.435569Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation c2bdd951-42be-4b7b-a37b-eae958a0c273 · inbound

Disentangling the Discrepancy Between Theoretical and Experimental Curie Temperatures in Ferroelectric PbTiO$_3$ cites this paper.

Disentangling the Discrepancy Between Theoretical and Experimental Curie Temperatures in Ferroelectric PbTiO$_3$ NEP89: Universal neuroevolution potential for inorganic and organic materials across 89 elements

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-03T09:40:41.592532Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b3d0ab7a-8a43-447e-9ba8-b8267225d858 · inbound

Unveiling Mechanisms of SEI Formation and Sodium Loss in Sodium Batteries via Interface Reactor Sampling cites this paper.

Unveiling Mechanisms of SEI Formation and Sodium Loss in Sodium Batteries via Interface Reactor Sampling NEP89: Universal neuroevolution potential for inorganic and organic materials across 89 elements

Reference 13

Resolution: verified exact; arxiv_id, observed 2026-07-10T01:19:38.435569Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 9d7e0a75-7d47-4ea2-8035-58ded8ab2eb2 · inbound

Predicting co-segregation in alloys with solute-solute interactions cites this paper.

Predicting co-segregation in alloys with solute-solute interactions NEP89: Universal neuroevolution potential for inorganic and organic materials across 89 elements

Reference 65

Resolution: verified exact; arxiv_id, observed 2026-07-10T01:19:38.435569Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation e2379ee7-b84e-4cfd-9976-30c7b975db8a · inbound

Predicting co-segregation in alloys with solute-solute interactions cites this paper.

Predicting co-segregation in alloys with solute-solute interactions NEP89: Universal neuroevolution potential for inorganic and organic materials across 89 elements

Reference 65

Resolution: unresolved; no resolver link, observed 2026-08-02T15:47:39.880539Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4184eee9-9d4d-4a45-8ce3-f3269ef26188 · inbound

Trillion-atom molecular dynamics simulations with ab initio accuracy cites this paper.

Trillion-atom molecular dynamics simulations with ab initio accuracy NEP89: Universal neuroevolution potential for inorganic and organic materials across 89 elements

Reference 19

Resolution: verified exact; arxiv_id, observed 2026-07-10T01:19:38.435569Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 83241a9f-76b4-4c07-a852-ba993c4318fd · inbound

Molecular Dynamics simulations of Al-Ti metallic alloy melts using a transferable machine-learning potential cites this paper.

Molecular Dynamics simulations of Al-Ti metallic alloy melts using a transferable machine-learning potential NEP89: Universal neuroevolution potential for inorganic and organic materials across 89 elements

Reference 20

Resolution: verified exact; arxiv_id, observed 2026-07-10T01:19:38.435569Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation c8fbbc02-4b85-40dd-a9db-61a6027fbda2 · inbound

Lang2MLIP: End-to-End Language-to-Machine Learning Interatomic Potential Development with Autonomous Agentic Workflows cites this paper.

Lang2MLIP: End-to-End Language-to-Machine Learning Interatomic Potential Development with Autonomous Agentic Workflows NEP89: Universal neuroevolution potential for inorganic and organic materials across 89 elements

Reference 126

Resolution: metadata mismatch; arxiv_id, observed 2026-07-10T01:19:38.435569Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 6a6af000-e074-4afa-a5bf-e2c202a4aced · inbound

The FAST Framework: Developing a Data-Efficient Machine Learning Potential to Decode Superionic Transition-Induced Thermophysical and Kinetic Anomalies in UO2 under Extreme Conditions cites this paper.

The FAST Framework: Developing a Data-Efficient Machine Learning Potential to Decode Superionic Transition-Induced Thermophysical and Kinetic Anomalies in UO2 under Extreme Conditions NEP89: Universal neuroevolution potential for inorganic and organic materials across 89 elements

Reference 38

Resolution: verified exact; arxiv_id, observed 2026-07-10T01:19:38.435569Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation a155699a-8b2e-45a4-9ac4-fb9c5ed8cc37 · inbound

Thermal Transport in SiC with Intrinsic Defects and Mg Transmutation Products cites this paper.

Thermal Transport in SiC with Intrinsic Defects and Mg Transmutation Products NEP89: Universal neuroevolution potential for inorganic and organic materials across 89 elements

Reference 38

Resolution: verified exact; arxiv_id, observed 2026-07-10T01:19:38.435569Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 5c3bc235-26b4-4230-bf7e-0806175fdca8 · inbound

Multicomponent Grain Boundary Segregation Dilute-Limit Model and Its Effect on Nanocrystalline Stability cites this paper.

Multicomponent Grain Boundary Segregation Dilute-Limit Model and Its Effect on Nanocrystalline Stability NEP89: Universal neuroevolution potential for inorganic and organic materials across 89 elements

Reference 26

Resolution: verified exact; arxiv_id, observed 2026-07-10T01:19:38.435569Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.