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Paper Citation Record · LEDGER

NepTrain and NepTrainKit: Automated Active Learning and Visualization Toolkit for Neuroevolution Potentials

As of 17 August 2026, this Paper Citation Record lists 68 of 68 outbound references and 2 inbound Pith citation observations for arXiv:2506.01868.

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

pith.paper-citation-record.v1
2506.01868 v1

Coverage vector

measured 68 of 68 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T11:36:34.655070Z

measured 70 of 70 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T11:36:29.821165Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-21T15:30:17.836924Z

Reference resolution

68 of 68 outbound references displayed

  • verified exact5
  • verified fuzzy22
  • unresolved41
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 13d42a68-4157-4994-bdb2-2c7711653eec · outbound

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

NepTrain and NepTrainKit: Automated Active Learning and Visualization Toolkit for Neuroevolution Potentials NepTrain and NepTrainKit: Automated Active Learning and Visualization Toolkit for Neuroevolution Potentials

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-07T11:36:29.821165Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 93aec574-0a4c-4eb8-a865-0a0796cde3f5 · outbound

This paper cites Like many other neural network po- tentials [2], NEP is a many-body potential.

NepTrain and NepTrainKit: Automated Active Learning and Visualization Toolkit for Neuroevolution Potentials Like many other neural network po- tentials [2], NEP is a many-body potential

Reference 2

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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Observation 7765f40e-c866-46b1-a207-4d25f7b6b825 · outbound

This paper cites It utilizes the Python package ASE [41] for read- ing and writing lattice structures.

NepTrain and NepTrainKit: Automated Active Learning and Visualization Toolkit for Neuroevolution Potentials It utilizes the Python package ASE [41] for read- ing and writing lattice structures

Reference 3

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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Observation 749c3b38-a3fc-49a2-8975-d212f647680c · outbound

This paper cites an unresolved cited work.

NepTrain and NepTrainKit: Automated Active Learning and Visualization Toolkit for Neuroevolution Potentials Unresolved cited work

Reference 4

Resolution
unresolved
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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Observation ec93f1c1-9b88-4c67-810f-9c9250a375eb · outbound

This paper cites an unresolved cited work.

NepTrain and NepTrainKit: Automated Active Learning and Visualization Toolkit for Neuroevolution Potentials Unresolved cited work

Reference 5

Resolution
unresolved
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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Observation b2238aef-f2fb-4651-b51d-05274a492f4b · outbound

This paper cites an unresolved cited work.

NepTrain and NepTrainKit: Automated Active Learning and Visualization Toolkit for Neuroevolution Potentials Unresolved cited work

Reference 6

Resolution
unresolved
raw_fallback, observed 2026-08-07T11:36:39.184894Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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Observation ee17af27-c89b-4227-9102-b57463a730f3 · outbound

This paper cites an unresolved cited work.

NepTrain and NepTrainKit: Automated Active Learning and Visualization Toolkit for Neuroevolution Potentials Unresolved cited work

Reference 7

Resolution
unresolved
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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Observation dd1973d2-443f-43e7-b1a6-27db1c3f0216 · outbound

This paper cites Meanwhile, the-for–-filterparameter allows users to enable or disable filtering based on the minimum bond length (disabled by default).

NepTrain and NepTrainKit: Automated Active Learning and Visualization Toolkit for Neuroevolution Potentials Meanwhile, the-for–-filterparameter allows users to enable or disable filtering based on the minimum bond length (disabled by default)

Reference 8

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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Observation d4339446-0f9e-40a4-8a14-e96a40170b5f · outbound

This paper cites an unresolved cited work.

NepTrain and NepTrainKit: Automated Active Learning and Visualization Toolkit for Neuroevolution Potentials Unresolved cited work

Reference 9

Resolution
unresolved
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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Observation 103cf0c3-1a0c-4744-9a2d-82b6fc29a3af · outbound

This paper cites Zhang, J.

NepTrain and NepTrainKit: Automated Active Learning and Visualization Toolkit for Neuroevolution Potentials Zhang, J

Reference 10

Resolution
unresolved
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation f98e84ed-e5f4-49c5-9826-b0d0a890dea5 · outbound

This paper cites an unresolved cited work.

NepTrain and NepTrainKit: Automated Active Learning and Visualization Toolkit for Neuroevolution Potentials Unresolved cited work

Reference 11

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unresolved
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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Observation 9d6cf767-ca6b-4a72-90ac-f4829d88e125 · outbound

This paper cites NepTrain inte- 10 FIG.

NepTrain and NepTrainKit: Automated Active Learning and Visualization Toolkit for Neuroevolution Potentials NepTrain inte- 10 FIG

Reference 12

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verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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Observation 447189ca-f605-437c-9d33-a92a5151af14 · outbound

This paper cites an unresolved cited work.

NepTrain and NepTrainKit: Automated Active Learning and Visualization Toolkit for Neuroevolution Potentials Unresolved cited work

Reference 13

Resolution
unresolved
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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Observation 00364cd8-e135-4b66-8efd-61fb37aeff92 · outbound

This paper cites Behler and G.

NepTrain and NepTrainKit: Automated Active Learning and Visualization Toolkit for Neuroevolution Potentials Behler and G

Reference 14

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verified fuzzy
raw_fallback, observed 2026-08-07T11:36:39.067244Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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Observation 4e2ce9e4-5a8f-49df-9e05-7e44f10e239f · outbound

This paper cites Friederich, F.

NepTrain and NepTrainKit: Automated Active Learning and Visualization Toolkit for Neuroevolution Potentials Friederich, F

Reference 15

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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Observation 1f69a633-684c-496e-8b57-83c1a5f0b742 · outbound

This paper cites Behler, Perspective: Machine learning potentials for atomistic simulations, Journal of Chemical Physics145, 170901 (2016).

NepTrain and NepTrainKit: Automated Active Learning and Visualization Toolkit for Neuroevolution Potentials Behler, Perspective: Machine learning potentials for atomistic simulations, Journal of Chemical Physics145, 170901 (2016)

Reference 16

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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Observation d542ee35-08f1-4b94-a707-2f67d0995860 · outbound

This paper cites Behler and M.

NepTrain and NepTrainKit: Automated Active Learning and Visualization Toolkit for Neuroevolution Potentials Behler and M

Reference 17

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation dd1e9953-126b-4bff-8f88-f028ade11149 · outbound

This paper cites an unresolved cited work.

NepTrain and NepTrainKit: Automated Active Learning and Visualization Toolkit for Neuroevolution Potentials Unresolved cited work

Reference 18

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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Observation 706c75e0-60e5-439a-ba2c-f972c88f2c84 · outbound

This paper cites Thompson, L.

NepTrain and NepTrainKit: Automated Active Learning and Visualization Toolkit for Neuroevolution Potentials Thompson, L

Reference 19

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verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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Observation 393e020a-b7bb-4b10-80b9-37ebd531fb51 · outbound

This paper cites an unresolved cited work.

NepTrain and NepTrainKit: Automated Active Learning and Visualization Toolkit for Neuroevolution Potentials Unresolved cited work

Reference 20

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unresolved
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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Observation 896f13bc-e2c1-476d-b093-1fab41c8bfd9 · outbound

This paper cites an unresolved cited work.

NepTrain and NepTrainKit: Automated Active Learning and Visualization Toolkit for Neuroevolution Potentials Unresolved cited work

Reference 21

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unresolved
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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Observation 5ac5fd82-1f76-4d10-838f-9df05cea8de2 · outbound

This paper cites an unresolved cited work.

NepTrain and NepTrainKit: Automated Active Learning and Visualization Toolkit for Neuroevolution Potentials Unresolved cited work

Reference 22

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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Observation c1678fee-da29-4bc7-b39e-356ed8d73368 · outbound

This paper cites Drautz, Atomic cluster expansion for accurate and transferable interatomic potentials, Physical Review B 99, 014104 (2019).

NepTrain and NepTrainKit: Automated Active Learning and Visualization Toolkit for Neuroevolution Potentials Drautz, Atomic cluster expansion for accurate and transferable interatomic potentials, Physical Review B 99, 014104 (2019)

Reference 23

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation ddaa3762-b8d4-4a65-9381-7474e8b43f0f · outbound

This paper cites an unresolved cited work.

NepTrain and NepTrainKit: Automated Active Learning and Visualization Toolkit for Neuroevolution Potentials Unresolved cited work

Reference 24

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 7b707325-14ae-4a69-bd04-f98852e5a13c · outbound

This paper cites an unresolved cited work.

NepTrain and NepTrainKit: Automated Active Learning and Visualization Toolkit for Neuroevolution Potentials Unresolved cited work

Reference 25

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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Observation a0131358-cbba-46cd-ad0a-94062d3e9d4d · outbound

This paper cites an unresolved cited work.

NepTrain and NepTrainKit: Automated Active Learning and Visualization Toolkit for Neuroevolution Potentials Unresolved cited work

Reference 26

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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Observation bf2ad4bf-9ccd-42e7-9796-acf8c6cc8a7c · outbound

This paper cites an unresolved cited work.

NepTrain and NepTrainKit: Automated Active Learning and Visualization Toolkit for Neuroevolution Potentials Unresolved cited work

Reference 27

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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Observation aff266d5-3525-42e3-bd5e-911cb341b9c3 · outbound

This paper cites an unresolved cited work.

NepTrain and NepTrainKit: Automated Active Learning and Visualization Toolkit for Neuroevolution Potentials Unresolved cited work

Reference 28

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raw_fallback, observed 2026-08-07T11:36:38.753843Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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Observation db3cd669-d9fc-443b-a311-90c29adefdf8 · outbound

This paper cites Density dependence of thermal conductivity in nanoporous and amorphous carbon with machine-learned molecular dynamics.

NepTrain and NepTrainKit: Automated Active Learning and Visualization Toolkit for Neuroevolution Potentials Density dependence of thermal conductivity in nanoporous and amorphous carbon with machine-learned molecular dynamics

Reference 29

Resolution
verified exact
local_arxiv, observed 2026-08-07T11:36:35.826281Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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Observation bb7f52bc-fd60-42bd-9dcf-fbc3880ada07 · outbound

This paper cites NEP-MB-pol: A unified machine-learned framework for fast and accurate prediction of water's thermodynamic and transport properties.

NepTrain and NepTrainKit: Automated Active Learning and Visualization Toolkit for Neuroevolution Potentials NEP-MB-pol: A unified machine-learned framework for fast and accurate prediction of water's thermodynamic and transport properties

Reference 30

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verified exact
local_arxiv, observed 2026-08-07T11:36:35.607729Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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Observation 787e25d8-ac82-45e8-87a5-93f1bd52b45c · outbound

This paper cites an unresolved cited work.

NepTrain and NepTrainKit: Automated Active Learning and Visualization Toolkit for Neuroevolution Potentials Unresolved cited work

Reference 31

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raw_fallback, observed 2026-08-07T11:36:38.739464Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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Observation c7d2a6cd-5639-4588-b240-1842e5b12357 · outbound

This paper cites Fransson, J.

NepTrain and NepTrainKit: Automated Active Learning and Visualization Toolkit for Neuroevolution Potentials Fransson, J

Reference 32

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no resolver link, observed 2026-08-07T11:36:32.050133Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:36:32.050133Z digest=sha256:d4f85f8c8b5bf074eae558c61496bcd83727e2bf3f5f1679cc92d01818746157

Observation 31801db4-02a9-4dd3-b4b8-b55e86b6e3e8 · outbound

This paper cites Wiktor, E.

NepTrain and NepTrainKit: Automated Active Learning and Visualization Toolkit for Neuroevolution Potentials Wiktor, E

Reference 33

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no resolver link, observed 2026-08-07T11:36:32.144437Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:36:32.144437Z digest=sha256:60cf738a53721faab411c0843f1f7dc64d6b265000d10c20f1dd27d68f6cc801

Observation c15fba6a-dfe5-4241-945d-7fc7e2fe8ecb · outbound

This paper cites Batatia, D.

NepTrain and NepTrainKit: Automated Active Learning and Visualization Toolkit for Neuroevolution Potentials Batatia, D

Reference 34

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no resolver link, observed 2026-08-07T11:36:33.089971Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:36:33.089971Z digest=sha256:82d940be0a35583f37da53c5d1fbb25a87e437f6bb2436df7788af18601d0b64

Observation ccc89973-e6e8-48ab-a888-364c9007a2a7 · outbound

This paper cites an unresolved cited work.

NepTrain and NepTrainKit: Automated Active Learning and Visualization Toolkit for Neuroevolution Potentials Unresolved cited work

Reference 35

Resolution
unresolved
raw_fallback, observed 2026-08-07T11:36:38.689375Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T11:36:32.314554Z digest=sha256:82546170aa27126bdfb089d9dc4226bbd7db0df1f1e7cb31b2842d493059dc49

Observation 75cbccb8-7eed-4552-a8ee-0278eaebb179 · outbound

This paper cites an unresolved cited work.

NepTrain and NepTrainKit: Automated Active Learning and Visualization Toolkit for Neuroevolution Potentials Unresolved cited work

Reference 36

Resolution
unresolved
raw_fallback, observed 2026-08-07T11:36:38.675722Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T11:36:32.385115Z digest=sha256:8f892513088c319928199c0b83cf28430b92c348da5c0a5145b0f8abb18afa00

Observation 93d127d5-db5b-4551-86dc-1b13c022e084 · outbound

This paper cites an unresolved cited work.

NepTrain and NepTrainKit: Automated Active Learning and Visualization Toolkit for Neuroevolution Potentials Unresolved cited work

Reference 37

Resolution
unresolved
raw_fallback, observed 2026-08-07T11:36:38.662353Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T11:36:32.459605Z digest=sha256:c17d229633e8688fd75ceb7b88bc5c9cf40ba104cd839a2413b50ab519b2c1b1

Observation 9d3d9efa-3eeb-4654-9cf2-101bfb75c765 · outbound

This paper cites an unresolved cited work.

NepTrain and NepTrainKit: Automated Active Learning and Visualization Toolkit for Neuroevolution Potentials Unresolved cited work

Reference 38

Resolution
unresolved
no resolver link, observed 2026-08-07T11:36:32.518113Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:36:32.518113Z digest=sha256:b30d56e89ca67b9fe475105c539be3472b0ed0f8aa773fb0c839ea10e06828b0

Observation c3d9a926-4025-4ed3-b4ba-139dbb7d4570 · outbound

This paper cites an unresolved cited work.

NepTrain and NepTrainKit: Automated Active Learning and Visualization Toolkit for Neuroevolution Potentials Unresolved cited work

Reference 39

Resolution
unresolved
raw_fallback, observed 2026-08-07T11:36:38.638912Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T11:36:32.604036Z digest=sha256:8ab2ff373c333ffeed7c0b218166fcc76f56f6040787eba46cda9709fc1fdd63

Observation a305d4a5-40fc-477c-b01d-7605ec659324 · outbound

This paper cites an unresolved cited work.

NepTrain and NepTrainKit: Automated Active Learning and Visualization Toolkit for Neuroevolution Potentials Unresolved cited work

Reference 40

Resolution
verified exact
raw_fallback, observed 2026-08-07T11:36:35.385407Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T11:36:32.668048Z digest=sha256:e64b0954298a1a17bcdee0c26e637e2e60b964f95078b1d7f757405996afb742

Observation 9f901e10-bf03-4875-a187-2b8b104fdd20 · outbound

This paper cites Benner, equitrain,https://github.com/ BAMeScience/equitrain(2025).

NepTrain and NepTrainKit: Automated Active Learning and Visualization Toolkit for Neuroevolution Potentials Benner, equitrain,https://github.com/ BAMeScience/equitrain(2025)

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:36:38.624923Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T11:36:32.740031Z digest=sha256:66b18178cbdfd9693afcbbebf0374f7ba74bc2d6e9cd9769e404cfe38a41ede5

Observation c1893a41-e24e-4b29-b328-99340f5e1890 · outbound

This paper cites Machine Learning Interatomic Potentials: library for efficient training, model development and simulation of molecular systems.

NepTrain and NepTrainKit: Automated Active Learning and Visualization Toolkit for Neuroevolution Potentials Machine Learning Interatomic Potentials: library for efficient training, model development and simulation of molecular systems

Reference 42

Resolution
unresolved
no resolver link, observed 2026-08-07T11:36:32.832644Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:36:32.832644Z digest=sha256:22fa8f1ef96a37246dc04c555b4a1bdff9198a658a22a0964a631f2bd6159ddb

Observation df6a79cf-2a9b-4312-8038-94e72d8c2240 · outbound

This paper cites An automated framework for exploring and learning potential-energy surfaces.

NepTrain and NepTrainKit: Automated Active Learning and Visualization Toolkit for Neuroevolution Potentials An automated framework for exploring and learning potential-energy surfaces

Reference 43

Resolution
verified exact
local_arxiv, observed 2026-08-07T11:36:35.163087Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T11:36:32.877923Z digest=sha256:9a3a97cc77efeadd8818904093cd37b716e645dd24c158695424b2f032e95de1

Observation efa0d2f4-900d-4ce7-bc3e-4f93a9f53507 · outbound

This paper cites Zhang, H.

NepTrain and NepTrainKit: Automated Active Learning and Visualization Toolkit for Neuroevolution Potentials Zhang, H

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:36:38.611027Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T11:36:32.952732Z digest=sha256:04ffc7edf93ac359f9ade8210431887e6504839bedea060ebb2ea8a62e95163f

Observation af75f226-ac16-4547-9b68-cac512d12cd8 · outbound

This paper cites AtomProNet: Data flow to and from machine learning interatomic potentials in materials science.

NepTrain and NepTrainKit: Automated Active Learning and Visualization Toolkit for Neuroevolution Potentials AtomProNet: Data flow to and from machine learning interatomic potentials in materials science

Reference 45

Resolution
verified exact
local_arxiv, observed 2026-08-07T11:36:34.908589Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T11:36:33.013947Z digest=sha256:b55f38d6731de3d9422020b43b1736d6a0aa27dd379dcafdec793b629ac7be0b

Observation 742d29ce-e01c-44fb-9e05-02dcc97ae7dc · outbound

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

NepTrain and NepTrainKit: Automated Active Learning and Visualization Toolkit for Neuroevolution Potentials UMAP: Uniform Manifold Approximation and Projection for Dimension Reduction

Reference 46

Resolution
unresolved
no resolver link, observed 2026-08-07T11:36:33.801749Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:36:33.801749Z digest=sha256:bc42b392179d881c09245f940567c5f0f8c21aacd4225bacdb69481a453a296f

Observation ec8e279f-ab20-46fa-9c22-57e9a57430ae · outbound

This paper cites How- ever, these two tools operate independently, lacking the capability for integrated analysis.

NepTrain and NepTrainKit: Automated Active Learning and Visualization Toolkit for Neuroevolution Potentials How- ever, these two tools operate independently, lacking the capability for integrated analysis

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:36:39.126347Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T11:36:30.446309Z digest=sha256:f7e770525e690d28163e8f83fe7fa5831d0ad10de7472b65d0944ce6849a5a12

Observation 283d742a-bb05-4029-b4c0-6b1aab625a4a · outbound

This paper cites Lindgren, M.

NepTrain and NepTrainKit: Automated Active Learning and Visualization Toolkit for Neuroevolution Potentials Lindgren, M

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:36:38.586763Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T11:36:33.151726Z digest=sha256:cacce6037e9b689dec16ed2b84f4179d684febebc4a35430322cac3d54dee3e9

Observation 50d93bb9-2fe5-498a-b70b-7dc3dc282339 · outbound

This paper cites Kresse and J.

NepTrain and NepTrainKit: Automated Active Learning and Visualization Toolkit for Neuroevolution Potentials Kresse and J

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:36:38.572457Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T11:36:33.207749Z digest=sha256:cdd0923952c17aa089e87e6d55835e0f2f2db045d594f59552571d6b6ce75adf

Observation 12a8c6a0-6550-4fa1-a43d-c972dd3ac1e2 · outbound

This paper cites Kresse and J.

NepTrain and NepTrainKit: Automated Active Learning and Visualization Toolkit for Neuroevolution Potentials Kresse and J

Reference 50

Resolution
unresolved
no resolver link, observed 2026-08-07T11:36:33.264598Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:36:33.264598Z digest=sha256:654c7e3fb9f0e921c0d4f3a76c6395cc3c8b0f35c6035e6728fc4f2b4eca0d0e

Observation e497fb05-26bb-47c0-b23b-f7119a79387a · outbound

This paper cites an unresolved cited work.

NepTrain and NepTrainKit: Automated Active Learning and Visualization Toolkit for Neuroevolution Potentials Unresolved cited work

Reference 51

Resolution
unresolved
raw_fallback, observed 2026-08-07T11:36:38.548071Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T11:36:33.327968Z digest=sha256:9bcf7965c41a2da073aaaf1fa017f05f225a2a23576470b80e85297ab02fce03

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

This paper cites NEP89: Universal neuroevolution potential for inorganic and organic materials across 89 elements.

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.

source=pdf_text observed=2026-08-07T11:36:33.393045Z digest=sha256:9487e83d3140bf74726205256735508f8060f1056005279820b708df3db66b8d

Observation b8a67847-8807-44c8-9df4-79d26834ddca · outbound

This paper cites Fan, NEP_CPU,https://github.com/ brucefan1983/NEP_CPU(2025).

NepTrain and NepTrainKit: Automated Active Learning and Visualization Toolkit for Neuroevolution Potentials Fan, NEP_CPU,https://github.com/ brucefan1983/NEP_CPU(2025)

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:36:38.361509Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T11:36:33.446889Z digest=sha256:d5190afb880a402206090de86fe0a40df4cdbf3e584337594181953a69b6396e

Observation 5f75f16f-5c01-4778-975a-a68413ef5832 · outbound

This paper cites Hjorth Larsen, J.

NepTrain and NepTrainKit: Automated Active Learning and Visualization Toolkit for Neuroevolution Potentials Hjorth Larsen, J

Reference 54

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:36:38.166362Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T11:36:33.505049Z digest=sha256:22a60fe4215347bd9d831c1cf54b2169e9a42d48c9231deb76adaac86b5b3d5b

Observation 504c8e44-b539-49ea-a06f-1f712c1b082b · outbound

This paper cites an unresolved cited work.

NepTrain and NepTrainKit: Automated Active Learning and Visualization Toolkit for Neuroevolution Potentials Unresolved cited work

Reference 55

Resolution
unresolved
raw_fallback, observed 2026-08-07T11:36:37.943366Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T11:36:33.570400Z digest=sha256:21d3ea34fdfb05a8dadc633005efb45a437af6116687043101e69de5eda175a2

Observation bb1e739d-e250-4637-bc75-6e47a972a1a8 · outbound

This paper cites an unresolved cited work.

NepTrain and NepTrainKit: Automated Active Learning and Visualization Toolkit for Neuroevolution Potentials Unresolved cited work

Reference 56

Resolution
unresolved
raw_fallback, observed 2026-08-07T11:36:37.768287Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T11:36:33.621964Z digest=sha256:82da64459e7273e5b036b16a7acb6f3087eb92b3b455c9f362249b421c2d4bd5

Observation 031e926a-db40-4b3e-b73e-ad3a7ac38e97 · outbound

This paper cites Himanen, M.

NepTrain and NepTrainKit: Automated Active Learning and Visualization Toolkit for Neuroevolution Potentials Himanen, M

Reference 57

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:36:37.575782Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T11:36:33.679010Z digest=sha256:f2427d338d1018f455f0a4c01268def016659be2e5fa21df3bd295f9e16f8a5d

Observation be80351b-70a7-4c2e-8dc9-bfbd8f229d98 · outbound

This paper cites Pedregosa, G.

NepTrain and NepTrainKit: Automated Active Learning and Visualization Toolkit for Neuroevolution Potentials Pedregosa, G

Reference 58

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:36:37.425876Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T11:36:33.748894Z digest=sha256:8be2b5df408ca763d10d9a3a7f27cc483326de2b42adc53491af3c9b032332ed

Observation 81654081-0e76-491e-aad3-104f39f255b5 · outbound

This paper cites an unresolved cited work.

NepTrain and NepTrainKit: Automated Active Learning and Visualization Toolkit for Neuroevolution Potentials Unresolved cited work

Reference 59

Resolution
unresolved
raw_fallback, observed 2026-08-07T11:36:37.176438Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T11:36:33.862917Z digest=sha256:6cb9540991f2b362539e2f0944da1dea5cfa922823667912d4db375a5969a6eb

Observation f7d401cb-eac1-406f-be64-48eb1a2d3bdb · outbound

This paper cites Humphrey, A.

NepTrain and NepTrainKit: Automated Active Learning and Visualization Toolkit for Neuroevolution Potentials Humphrey, A

Reference 60

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:36:37.019912Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T11:36:33.945331Z digest=sha256:851b67c1cc7d02ad121caa623ed0664e4da2e9ddb5e23d49b85aa05cdf76b852

Observation ebaa1497-4145-410b-bac2-6bddb76f1b92 · outbound

This paper cites Fraux, R.

NepTrain and NepTrainKit: Automated Active Learning and Visualization Toolkit for Neuroevolution Potentials Fraux, R

Reference 61

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:36:36.844727Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T11:36:34.060363Z digest=sha256:991edd9e749ebfbe6da1ed83bcd28364f1d7681ea038bf8ce3625e58c61ae09c

Observation c544b661-0bc0-4f8b-b986-84a4b6c3c7ec · outbound

This paper cites Campagnola, E.

NepTrain and NepTrainKit: Automated Active Learning and Visualization Toolkit for Neuroevolution Potentials Campagnola, E

Reference 62

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:36:36.601105Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T11:36:34.172377Z digest=sha256:b1e0f025158de65ee4698fffa50b79a175484513edae7f4121ba3b5480bcac7e

Observation 1e2315ca-6870-4b5c-acc0-ee8869d2989d · outbound

This paper cites an unresolved cited work.

NepTrain and NepTrainKit: Automated Active Learning and Visualization Toolkit for Neuroevolution Potentials Unresolved cited work

Reference 63

Resolution
unresolved
raw_fallback, observed 2026-08-07T11:36:36.348577Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T11:36:34.262471Z digest=sha256:3058767ef712e8b69b29690564700f024d7f5af2302abb28f01740ebf14febb7

Observation 965c9404-5629-4bb6-9715-562605b3ae0c · outbound

This paper cites Marronnier, G.

NepTrain and NepTrainKit: Automated Active Learning and Visualization Toolkit for Neuroevolution Potentials Marronnier, G

Reference 64

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:36:36.216562Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T11:36:34.361214Z digest=sha256:b38540df2ee6591aeab17c26245d91468eabdf5927155dd307c24098a074e17a

Observation 9ebf42c9-559b-4891-a0e0-937b883114f4 · outbound

This paper cites Momma and F.

NepTrain and NepTrainKit: Automated Active Learning and Visualization Toolkit for Neuroevolution Potentials Momma and F

Reference 65

Resolution
unresolved
no resolver link, observed 2026-08-07T11:36:34.455458Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:36:34.455458Z digest=sha256:30e8c54f88ec505e6eaa6270ba76f55234be5a0d5edc957e133fcdff65fe94bc

Observation 3a407615-788f-413f-b641-97e6452d984d · outbound

This paper cites an unresolved cited work.

NepTrain and NepTrainKit: Automated Active Learning and Visualization Toolkit for Neuroevolution Potentials Unresolved cited work

Reference 66

Resolution
unresolved
no resolver link, observed 2026-08-07T11:36:34.520094Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:36:34.520094Z digest=sha256:1ec4bd7119b46173a3506bad1b7b75060ce578b1bdac7ca5e9ff967d9092bcdc

Observation b2e77483-e309-4468-ba3f-688c138eaf33 · outbound

This paper cites an unresolved cited work.

NepTrain and NepTrainKit: Automated Active Learning and Visualization Toolkit for Neuroevolution Potentials Unresolved cited work

Reference 67

Resolution
unresolved
no resolver link, observed 2026-08-07T11:36:34.591368Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:36:34.591368Z digest=sha256:a7fdd35f2510039f61767c1fcfe31038527f5bc246d0a010e2a3bae9b91ece5a

Observation 6c5eb823-6fd7-430e-acdb-281d50f16f54 · outbound

This paper cites Bernetti and G.

NepTrain and NepTrainKit: Automated Active Learning and Visualization Toolkit for Neuroevolution Potentials Bernetti and G

Reference 68

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:36:36.008850Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T11:36:34.655070Z digest=sha256:9ccd5351211e9094c35695ff93954f3b9a7818860c8a646a206fae8682838f3d

Pith citing papers

Observation 13d42a68-4157-4994-bdb2-2c7711653eec · 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 NepTrain and NepTrainKit: Automated Active Learning and Visualization Toolkit for Neuroevolution Potentials

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-07T11:36:29.821165Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:36:29.821165Z digest=sha256:8470d327901455d460d7bea50dd57d7a2b705cdb002e4ff6876351b5c2c122bf

Observation 023ada47-96d2-4963-8661-ba3472d9317c · 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 NepTrain and NepTrainKit: Automated Active Learning and Visualization Toolkit for Neuroevolution Potentials

Reference 48

Resolution
verified exact
arxiv_id, observed 2026-05-21T15:30:17.838804Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-21T15:28:14.900469Z digest=sha256:7677c0d378443d1126225955f6c49a2e42168d0ba7acb7136efdaf38fbc424b0