Paper Citation Record · LEDGER

Fine-Tuning Small Language Models for Reliable VASP INCAR Generation

As of 14 August 2026, this Paper Citation Record lists 45 of 45 outbound references and 0 inbound Pith citation observations for arXiv:2608.05387.

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

pith.paper-citation-record.v1
2608.05387 v1

Coverage vector

measured 45 of 45 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-08T14:11:01.886847Z

measured 45 of 45 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 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

45 of 45 outbound references displayed

verified exact1
verified fuzzy9
unresolved32
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External citation measurements

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Outbound references

Observation 0c1b6a3b-c298-4423-8cd2-4e6f6c33eb49 · outbound

This paper cites an unresolved cited work.

Fine-Tuning Small Language Models for Reliable VASP INCAR Generation Unresolved cited work

Reference 1

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Observation bfa83476-902a-405c-ac8f-dad914ca26de · outbound

This paper cites Prince, Henry Chan, Aikaterini Vriza, Tao Zhou, Varuni K.

Fine-Tuning Small Language Models for Reliable VASP INCAR Generation Prince, Henry Chan, Aikaterini Vriza, Tao Zhou, Varuni K

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-08T14:11:01.742494Z

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Observation 714c6add-7c77-4f43-b530-dbacbd51e5db · outbound

This paper cites Lever- aging large language models for predictive chemistry.Nature Machine Intelligence, 6(2): 161–169, 2024.

Fine-Tuning Small Language Models for Reliable VASP INCAR Generation Lever- aging large language models for predictive chemistry.Nature Machine Intelligence, 6(2): 161–169, 2024

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-08T14:11:01.745979Z

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Observation f9396742-d814-4f62-b6fa-47a4fed0fcc5 · outbound

This paper cites Ap- plications of natural language processing and large language models in materials discovery.

Fine-Tuning Small Language Models for Reliable VASP INCAR Generation Ap- plications of natural language processing and large language models in materials discovery

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-08T14:11:01.749420Z

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Observation 858dde37-4096-4b20-95b8-2c3d3c902a37 · outbound

This paper cites Pyzer-Knapp, Matteo Manica, Peter Staar, Lucas Morin, Patrick Ruch, Teodoro Laino, et al.

Fine-Tuning Small Language Models for Reliable VASP INCAR Generation Pyzer-Knapp, Matteo Manica, Peter Staar, Lucas Morin, Patrick Ruch, Teodoro Laino, et al

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-08T14:11:01.752925Z

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Observation 5fdc1e31-d09d-465c-869a-700bf0d8b2b7 · outbound

This paper cites an unresolved cited work.

Fine-Tuning Small Language Models for Reliable VASP INCAR Generation Unresolved cited work

Reference 7

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Observation a47d13af-ab15-46e6-a912-67d13c93f266 · outbound

This paper cites Schoenholz, Muratahan Aykol, Gowoon Cheon, and Ekin D.

Fine-Tuning Small Language Models for Reliable VASP INCAR Generation Schoenholz, Muratahan Aykol, Gowoon Cheon, and Ekin D

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T14:11:02.295169Z

Source-reported events for the cited work

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Observation fe14e662-af9c-427b-8c00-c5909b371931 · outbound

This paper cites Python materials genomics (pymatgen): a robust, open- source python library for materials analysis.Computational Materials Science, 68:314–319,.

Fine-Tuning Small Language Models for Reliable VASP INCAR Generation Python materials genomics (pymatgen): a robust, open- source python library for materials analysis.Computational Materials Science, 68:314–319,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T14:11:02.285306Z

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Observation 7277829a-350f-48c0-97ae-6e43c3c412a9 · outbound

This paper cites Ganose, Hrushikesh Sahasrabuddhe, Mark Asta, Kevin Beck, Tathagata Biswas, Alexander Bonkowski, et al.

Fine-Tuning Small Language Models for Reliable VASP INCAR Generation Ganose, Hrushikesh Sahasrabuddhe, Mark Asta, Kevin Beck, Tathagata Biswas, Alexander Bonkowski, et al

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-08T14:11:01.776868Z

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Observation a1f5df93-8186-4ffe-9503-96ca0769b3d1 · outbound

This paper cites Bocarsly, Andres M.

Fine-Tuning Small Language Models for Reliable VASP INCAR Generation Bocarsly, Andres M

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-08T14:11:01.780005Z

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Observation 3b8c9561-30a6-4b5e-9fbe-4cebc66fc025 · outbound

This paper cites Collison, and Andrew D.

Fine-Tuning Small Language Models for Reliable VASP INCAR Generation Collison, and Andrew D

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T14:11:02.275886Z

Source-reported events for the cited work

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Observation c7ba2f5f-7307-4c52-92e2-6ffc664727b7 · outbound

This paper cites Hohenberg and W.

Fine-Tuning Small Language Models for Reliable VASP INCAR Generation Hohenberg and W

Reference 13

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Observation 2cc2278b-b2d6-4693-8e17-1377598d984c · outbound

This paper cites Kohn and L.

Fine-Tuning Small Language Models for Reliable VASP INCAR Generation Kohn and L

Reference 14

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Observation 45cb31b5-f99d-42be-9496-8f64099f2bc2 · outbound

This paper cites Kresse and J.

Fine-Tuning Small Language Models for Reliable VASP INCAR Generation Kresse and J

Reference 15

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Observation f4481c27-2581-476d-a365-156623244267 · outbound

This paper cites Kresse and J.

Fine-Tuning Small Language Models for Reliable VASP INCAR Generation Kresse and J

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-08T14:11:01.799772Z

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Observation 22bd2348-3002-4519-b62d-3f2cfca77e04 · outbound

This paper cites Kresse and J.

Fine-Tuning Small Language Models for Reliable VASP INCAR Generation Kresse and J

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-08T14:11:01.802891Z

Source-reported events for the cited work

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Observation c7c0875d-cd5a-49b9-ab56-ff4f578521e5 · outbound

This paper cites INCAR — VASP wiki.https://www.vasp.at/wiki/index.php/ INCAR, 2025.

Fine-Tuning Small Language Models for Reliable VASP INCAR Generation INCAR — VASP wiki.https://www.vasp.at/wiki/index.php/ INCAR, 2025

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T14:11:02.265966Z

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

Observation a2d51b7b-bab3-4e60-ac4e-179591b2570e · outbound

This paper cites Incarbench: A benchmark for scientific configuration in vasp incar by large language models,.

Fine-Tuning Small Language Models for Reliable VASP INCAR Generation Incarbench: A benchmark for scientific configuration in vasp incar by large language models,

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T14:11:02.255638Z

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.

Observation 0d211d6f-a1ab-45f6-84ff-4097066df0cf · outbound

This paper cites an unresolved cited work.

Fine-Tuning Small Language Models for Reliable VASP INCAR Generation Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-08T14:11:02.235475Z

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.

Observation 2c8960e5-9adc-4a9f-ad1e-8018a4be07cc · outbound

This paper cites Fromultrasoftpseudopotentialstotheprojectoraugmented-wave method.Physical Review B, 59(3):1758–1775, 1999.

Fine-Tuning Small Language Models for Reliable VASP INCAR Generation Fromultrasoftpseudopotentialstotheprojectoraugmented-wave method.Physical Review B, 59(3):1758–1775, 1999

Reference 21

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Observation 1e028a60-3b2a-441f-a51e-e57591ff993f · outbound

This paper cites Perdew, Kieron Burke, and Matthias Ernzerhof.

Fine-Tuning Small Language Models for Reliable VASP INCAR Generation Perdew, Kieron Burke, and Matthias Ernzerhof

Reference 22

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Observation 3be4d30d-9eec-4866-a2d9-555a09e0d45c · outbound

This paper cites an unresolved cited work.

Fine-Tuning Small Language Models for Reliable VASP INCAR Generation Unresolved cited work

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-08T14:11:01.828677Z

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Observation c2e5279c-5748-4e18-b670-7d055cbc2098 · outbound

This paper cites Exploring the expertise of large language mod- els in materials science and metallurgical engineering.Digital Discovery, 4(2):500–512, 2025.

Fine-Tuning Small Language Models for Reliable VASP INCAR Generation Exploring the expertise of large language mod- els in materials science and metallurgical engineering.Digital Discovery, 4(2):500–512, 2025

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-08T14:11:01.831684Z

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Observation d8f881fd-e6df-40e5-9981-41b53ff8d07f · outbound

This paper cites Anker, Mehrdad Asgari, et al.

Fine-Tuning Small Language Models for Reliable VASP INCAR Generation Anker, Mehrdad Asgari, et al

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-08T14:11:01.835060Z

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Observation e5dcffd8-2102-4ee5-9b85-d35246f91a0b · outbound

This paper cites Accelerating materials language processing with large lan- guage models.Communications Materials, 5(1):13, 2024.

Fine-Tuning Small Language Models for Reliable VASP INCAR Generation Accelerating materials language processing with large lan- guage models.Communications Materials, 5(1):13, 2024

Reference 26

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Observation 9eda5b3c-bab5-41e3-bf1d-e8c9924c2231 · outbound

This paper cites an unresolved cited work.

Fine-Tuning Small Language Models for Reliable VASP INCAR Generation Unresolved cited work

Reference 27

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Observation b19ba217-9cf6-41e8-abaa-3e10791b6f4d · outbound

This paper cites an unresolved cited work.

Fine-Tuning Small Language Models for Reliable VASP INCAR Generation Unresolved cited work

Reference 28

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Observation a60d3e31-8530-4d91-a7b5-a3fcbd08783e · outbound

This paper cites Bowler, and Angelos Michaelides.

Fine-Tuning Small Language Models for Reliable VASP INCAR Generation Bowler, and Angelos Michaelides

Reference 29

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Observation 964a549c-56b8-49d6-afce-f56bcb3bf9f8 · outbound

This paper cites Monkhorst and James D.

Fine-Tuning Small Language Models for Reliable VASP INCAR Generation Monkhorst and James D

Reference 30

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Observation 8c03ee5c-5a58-4bf6-a3d3-2d23e8f8ea1e · outbound

This paper cites Hu, Yelong Shen, Phillip Wallis, Zeyuan Allen-Zhu, Yuanzhi Li, Shean Wang, et al.

Fine-Tuning Small Language Models for Reliable VASP INCAR Generation Hu, Yelong Shen, Phillip Wallis, Zeyuan Allen-Zhu, Yuanzhi Li, Shean Wang, et al

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T14:11:02.216326Z

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

Observation 10a6ca7c-5b3f-451b-bac7-2b2fbdcccc93 · outbound

This paper cites Qwen3 technical report, 2025.

Fine-Tuning Small Language Models for Reliable VASP INCAR Generation Qwen3 technical report, 2025

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-08T14:11:01.857412Z

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Observation d970277f-ec63-450f-bb5c-997aa1312c23 · outbound

This paper cites The Llama 3 herd of models, 2024.

Fine-Tuning Small Language Models for Reliable VASP INCAR Generation The Llama 3 herd of models, 2024

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T14:11:02.201437Z

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

Observation a9d5fa86-4558-4d5c-9219-abee9215e057 · outbound

This paper cites Gemma 3 technical report, 2025.

Fine-Tuning Small Language Models for Reliable VASP INCAR Generation Gemma 3 technical report, 2025

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T14:11:02.191817Z

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Observation ca717932-3485-4677-884c-70ee4225c16b · outbound

This paper cites Montoya, Alireza Faghaninia, Shyam Dwarakanath, Muratahan Aykol, Hanmei Tang, et al.

Fine-Tuning Small Language Models for Reliable VASP INCAR Generation Montoya, Alireza Faghaninia, Shyam Dwarakanath, Muratahan Aykol, Hanmei Tang, et al

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T14:11:02.182286Z

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Observation adea9e67-9edf-4e01-a2c4-ae2a18e23ff1 · outbound

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Fine-Tuning Small Language Models for Reliable VASP INCAR Generation Unresolved cited work

Reference 36

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Observation 10885894-f997-494f-81fc-c3a3fb8f2bb6 · outbound

This paper cites Giannozzi, O.

Fine-Tuning Small Language Models for Reliable VASP INCAR Generation Giannozzi, O

Reference 37

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This paper cites Gonze, B.

Fine-Tuning Small Language Models for Reliable VASP INCAR Generation Gonze, B

Reference 38

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Observation ba7b67bf-2069-4b56-bb5e-1917aaba1b5c · outbound

This paper cites Thompson, H.

Fine-Tuning Small Language Models for Reliable VASP INCAR Generation Thompson, H

Reference 39

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Fine-Tuning Small Language Models for Reliable VASP INCAR Generation Unresolved cited work

Reference 40

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Observation e6869fab-bf57-465e-a2ea-e827ede41977 · outbound

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Fine-Tuning Small Language Models for Reliable VASP INCAR Generation Unresolved cited work

Reference 1994

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Observation 7245dfff-94c3-44e0-9c2d-007a93dbe576 · outbound

This paper cites an unresolved cited work.

Fine-Tuning Small Language Models for Reliable VASP INCAR Generation Unresolved cited work

Reference 2013

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Observation bea61f38-5184-40de-9fab-41ef5c4f528d · outbound

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Fine-Tuning Small Language Models for Reliable VASP INCAR Generation Unresolved cited work

Reference 2017

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Observation 125c95af-15bc-4a24-894c-8df5d0ce8753 · outbound

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Fine-Tuning Small Language Models for Reliable VASP INCAR Generation Unresolved cited work

Reference 2023

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Observation 028b244b-9f07-4b60-ac97-4bb8cb13d4cd · outbound

This paper cites an unresolved cited work.

Fine-Tuning Small Language Models for Reliable VASP INCAR Generation Unresolved cited work

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-08T14:11:01.787261Z

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Observation 5cda8d12-c04e-4c50-adde-9bff0880e7fa · outbound

This paper cites an unresolved cited work.

Fine-Tuning Small Language Models for Reliable VASP INCAR Generation Unresolved cited work

Reference 2026

Resolution: unresolved; raw_fallback, observed 2026-08-08T14:11:02.244931Z

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

Pith citing papers

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