Paper Citation Record · LEDGER

Massive Atomic Diversity: a compact universal dataset for atomistic machine learning

As of 17 August 2026, this Paper Citation Record lists 45 of 45 outbound references and 3 inbound Pith citation observations for arXiv:2506.19674.

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

pith.paper-citation-record.v1
2506.19674 v1

Coverage vector

measured 45 of 45 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T18:32:43.262242Z

measured 48 of 48 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 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-03T12:45:03.762334Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-02T19:37:18.960592Z

Reference resolution

45 of 45 outbound references displayed

verified exact2
verified fuzzy18
unresolved25
parse uncertain0
malformed identifier0
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 3eb443c4-c002-4fc8-86ac-b2ee4920913e · outbound

This paper cites an unresolved cited work.

Massive Atomic Diversity: a compact universal dataset for atomistic machine learning Unresolved cited work

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-15T18:32:43.072139Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ac3d68ff-caba-406b-9941-d7348b635d21 · outbound

This paper cites CHGNet: Pretrained universal neural network potential for charge-informed atomistic modeling.

Massive Atomic Diversity: a compact universal dataset for atomistic machine learning CHGNet: Pretrained universal neural network potential for charge-informed atomistic modeling

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-15T18:32:43.077112Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9488d4fe-c6b6-47a9-b63c-4160b4840a23 · outbound

This paper cites Talirz, S.

Massive Atomic Diversity: a compact universal dataset for atomistic machine learning Talirz, S

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T18:32:43.899754Z

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.

Observation 444ab48e-e255-407b-b43e-f3e329827edc · outbound

This paper cites Scheidgen, L.

Massive Atomic Diversity: a compact universal dataset for atomistic machine learning Scheidgen, L

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T18:32:43.885986Z

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.

Observation a133a38b-224e-4042-b251-4d2de1943ae6 · outbound

This paper cites Choudhary, K.

Massive Atomic Diversity: a compact universal dataset for atomistic machine learning Choudhary, K

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T18:32:43.871515Z

Source-reported events for the cited work

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Observation ea5d2a63-11af-4af5-a123-4c45238ab7de · outbound

This paper cites Accurate global machine learning force fields for molecules with hundreds of atoms.

Massive Atomic Diversity: a compact universal dataset for atomistic machine learning Accurate global machine learning force fields for molecules with hundreds of atoms

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-15T18:32:43.095209Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 872c8d10-e5ac-4d72-8de5-ab6dec67fb41 · outbound

This paper cites an unresolved cited work.

Massive Atomic Diversity: a compact universal dataset for atomistic machine learning Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-15T18:32:43.856253Z

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.

Observation bf334cca-bb31-447c-8d81-15962c84525c · outbound

This paper cites Schmidt, N.

Massive Atomic Diversity: a compact universal dataset for atomistic machine learning Schmidt, N

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T18:32:43.842228Z

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.

Observation cb0fbd51-75af-411e-bdaf-4ef3c08f2768 · outbound

This paper cites an unresolved cited work.

Massive Atomic Diversity: a compact universal dataset for atomistic machine learning Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-15T18:32:43.828218Z

Source-reported events for the cited work

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Observation f60c5959-df75-498a-adc1-eef1fcb30b38 · outbound

This paper cites Open Materials 2024 (OMat24) Inorganic Materials Dataset and Models.

Massive Atomic Diversity: a compact universal dataset for atomistic machine learning Open Materials 2024 (OMat24) Inorganic Materials Dataset and Models

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-15T18:32:43.112871Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 85027a9a-d176-4e09-a39c-dbdb0fb1af97 · outbound

This paper cites Huber, M.

Massive Atomic Diversity: a compact universal dataset for atomistic machine learning Huber, M

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T18:32:43.814507Z

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.

Observation 18914c82-57af-4df9-8c2a-0234f44e20a1 · outbound

This paper cites Mounet, M.

Massive Atomic Diversity: a compact universal dataset for atomistic machine learning Mounet, M

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T18:32:43.799486Z

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.

Observation d5ac755a-1e34-4726-97cd-67f531ac57cb · outbound

This paper cites Campi, N.

Massive Atomic Diversity: a compact universal dataset for atomistic machine learning Campi, N

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-15T18:32:43.126154Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 44008238-23c8-4a6b-b48d-f9ff70034023 · outbound

This paper cites Cordova, E.

Massive Atomic Diversity: a compact universal dataset for atomistic machine learning Cordova, E

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T18:32:43.773360Z

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.

Observation 65c6cc2f-126f-48b2-9af7-5bf57d061a28 · outbound

This paper cites an unresolved cited work.

Massive Atomic Diversity: a compact universal dataset for atomistic machine learning Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-15T18:32:43.758035Z

Source-reported events for the cited work

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Observation 71e04d44-20d9-420b-8c32-1260a1e1fbab · outbound

This paper cites an unresolved cited work.

Massive Atomic Diversity: a compact universal dataset for atomistic machine learning Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-15T18:32:43.742981Z

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.

Observation 3463be8d-72f9-4fc3-9d52-9c02e9e122cd · outbound

This paper cites Mindless.

Massive Atomic Diversity: a compact universal dataset for atomistic machine learning Mindless

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T18:32:43.725884Z

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.

Observation 01ad8706-ec8c-472b-aa11-f0e76a3a3427 · outbound

This paper cites PET-MAD, a lightweight universal interatomic potential for advanced materials modeling.

Massive Atomic Diversity: a compact universal dataset for atomistic machine learning PET-MAD, a lightweight universal interatomic potential for advanced materials modeling

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-15T18:32:43.146747Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2f0ed8b7-215c-404e-a032-edccd61d543a · outbound

This paper cites Automatic Selection of Atomic Fingerprints and Reference Configurations for Machine-Learning Potentials.

Massive Atomic Diversity: a compact universal dataset for atomistic machine learning Automatic Selection of Atomic Fingerprints and Reference Configurations for Machine-Learning Potentials

Reference 19

Resolution: verified exact; local_arxiv, observed 2026-08-15T18:32:43.399734Z

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.

Observation f0a5d888-c6f3-4b7c-8ac8-c3ba0f86c8ab · outbound

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

Massive Atomic Diversity: a compact universal dataset for atomistic machine learning UMAP: Uniform Manifold Approximation and Projection for Dimension Reduction

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-15T18:32:43.155611Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 07be4d25-2c34-44a9-bd63-29e0ffabd3a9 · outbound

This paper cites van der Maaten and G.

Massive Atomic Diversity: a compact universal dataset for atomistic machine learning van der Maaten and G

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T18:32:43.709848Z

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.

Observation 723fab50-a312-4124-b383-acbd854f394c · outbound

This paper cites Wattenberg, F.

Massive Atomic Diversity: a compact universal dataset for atomistic machine learning Wattenberg, F

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-15T18:32:43.164276Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d9250e2a-6e25-4eaf-8496-106de1cc2783 · outbound

This paper cites Ceriotti, G.

Massive Atomic Diversity: a compact universal dataset for atomistic machine learning Ceriotti, G

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T18:32:43.694899Z

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.

Observation 402c9116-564d-4149-a80e-66a68cfea141 · outbound

This paper cites SPICE, A Dataset of Drug-like Molecules and Peptides for Training Machine Learning Potentials.

Massive Atomic Diversity: a compact universal dataset for atomistic machine learning SPICE, A Dataset of Drug-like Molecules and Peptides for Training Machine Learning Potentials

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-15T18:32:43.172834Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6c02c433-c134-4efc-8951-31994af12f69 · outbound

This paper cites Chanussot, A.

Massive Atomic Diversity: a compact universal dataset for atomistic machine learning Chanussot, A

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T18:32:43.678800Z

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.

Observation e5da5b83-ade0-4492-8fbb-d4f7480b0986 · outbound

This paper cites an unresolved cited work.

Massive Atomic Diversity: a compact universal dataset for atomistic machine learning Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-15T18:32:43.663850Z

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.

Observation 458f42c1-f451-4e95-856b-48fb04bd9070 · outbound

This paper cites Matbench Discovery -- A framework to evaluate machine learning crystal stability predictions.

Massive Atomic Diversity: a compact universal dataset for atomistic machine learning Matbench Discovery -- A framework to evaluate machine learning crystal stability predictions

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-15T18:32:43.185122Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ed7b9fdb-4b4a-4dc5-89af-f7731a2027b7 · outbound

This paper cites Giannozzi, S.

Massive Atomic Diversity: a compact universal dataset for atomistic machine learning Giannozzi, S

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-15T18:32:43.189737Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a24029d7-95a2-44d3-89df-071343d37c88 · outbound

This paper cites All-Electron APW+${lo}$ calculation of magnetic molecules with the SIRIUS domain-specific package.

Massive Atomic Diversity: a compact universal dataset for atomistic machine learning All-Electron APW+${lo}$ calculation of magnetic molecules with the SIRIUS domain-specific package

Reference 29

Resolution: verified exact; local_arxiv, observed 2026-08-15T18:32:43.335711Z

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.

Observation 1133ef4c-f694-4fdb-8b44-12e5431c3bcb · outbound

This paper cites Pizzi, A.

Massive Atomic Diversity: a compact universal dataset for atomistic machine learning Pizzi, A

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T18:32:43.638674Z

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.

Observation 4abdc498-15c3-4a44-b578-40e256f43289 · outbound

This paper cites an unresolved cited work.

Massive Atomic Diversity: a compact universal dataset for atomistic machine learning Unresolved cited work

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-15T18:32:43.203161Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 63312abb-5799-4975-b734-2f8e231c3eae · outbound

This paper cites Uhrin, S.

Massive Atomic Diversity: a compact universal dataset for atomistic machine learning Uhrin, S

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-15T18:32:43.207523Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 696bc48a-3fd5-4d63-89f4-8866145bfccf · outbound

This paper cites an unresolved cited work.

Massive Atomic Diversity: a compact universal dataset for atomistic machine learning Unresolved cited work

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-15T18:32:43.211873Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ed913f4b-ae53-4df0-8fdd-ac98c5e2c6e6 · outbound

This paper cites Prandini, A.

Massive Atomic Diversity: a compact universal dataset for atomistic machine learning Prandini, A

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-15T18:32:43.216201Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f220f7c4-1b77-4232-b6db-7a383843d41c · outbound

This paper cites Marzari, D.

Massive Atomic Diversity: a compact universal dataset for atomistic machine learning Marzari, D

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T18:32:43.584891Z

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.

Observation 1e462f1e-9e3d-462e-a775-f1ec801f347e · outbound

This paper cites an unresolved cited work.

Massive Atomic Diversity: a compact universal dataset for atomistic machine learning Unresolved cited work

Reference 36

Resolution: unresolved; raw_fallback, observed 2026-08-15T18:32:43.569851Z

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.

Observation 13aaef88-3848-4b26-a388-0eb5229997a6 · outbound

This paper cites Ceriotti, G.

Massive Atomic Diversity: a compact universal dataset for atomistic machine learning Ceriotti, G

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-15T18:32:43.228896Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 353552f4-e650-45a3-b6ae-40824fd93692 · outbound

This paper cites an unresolved cited work.

Massive Atomic Diversity: a compact universal dataset for atomistic machine learning Unresolved cited work

Reference 38

Resolution: unresolved; raw_fallback, observed 2026-08-15T18:32:43.555922Z

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.

Observation c938cbdb-e448-4f7d-8b82-34d1ef6944d9 · outbound

This paper cites Ceriotti, G.

Massive Atomic Diversity: a compact universal dataset for atomistic machine learning Ceriotti, G

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T18:32:43.540943Z

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.

Observation 0b86cc0b-8053-4708-9eed-9cf168fe5573 · outbound

This paper cites Fast R-CNN.

Massive Atomic Diversity: a compact universal dataset for atomistic machine learning Fast R-CNN

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-15T18:32:43.241594Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d92089f9-1675-49fa-bb5c-9fa65fcec50f · outbound

This paper cites Fraux, R.

Massive Atomic Diversity: a compact universal dataset for atomistic machine learning Fraux, R

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T18:32:43.526893Z

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.

Observation c4d6a1fd-37fb-4373-8fc8-f169b3cf90e5 · outbound

This paper cites Fraux, R.

Massive Atomic Diversity: a compact universal dataset for atomistic machine learning Fraux, R

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T18:32:43.512232Z

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.

Observation 0083216a-cc42-4684-82da-feaf2a1472d9 · outbound

This paper cites an unresolved cited work.

Massive Atomic Diversity: a compact universal dataset for atomistic machine learning Unresolved cited work

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-15T18:32:43.253921Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a75451be-d7e8-49db-b8c3-7b73beff229f · outbound

This paper cites Mazitov, S.

Massive Atomic Diversity: a compact universal dataset for atomistic machine learning Mazitov, S

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T18:32:43.487713Z

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.

Observation ddbd7af7-cb0c-45a8-b690-12b7b3349204 · outbound

This paper cites Pizzi, A.

Massive Atomic Diversity: a compact universal dataset for atomistic machine learning Pizzi, A

Reference 45

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T18:32:43.472733Z

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.

Pith citing papers

Observation c723efb0-358e-4590-b288-e1f89aca82f1 · inbound

Score-based diffusion models for accurate crystal-structure inpainting and reconstruction of hydrogen positions cites this paper.

Score-based diffusion models for accurate crystal-structure inpainting and reconstruction of hydrogen positions Massive Atomic Diversity: a compact universal dataset for atomistic machine learning

Reference 83

Resolution: unresolved; no resolver link, observed 2026-08-03T12:45:03.762334Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 64738eb9-9969-41a4-af84-e50667222cce · inbound

Six Open Questions in Machine-Learned Interatomic Potential Foundation Models cites this paper.

Six Open Questions in Machine-Learned Interatomic Potential Foundation Models Massive Atomic Diversity: a compact universal dataset for atomistic machine learning

Reference 26

Resolution: verified exact; arxiv_id, observed 2026-07-02T19:37:18.961957Z

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.

Observation e39cc23f-2be4-46f3-ac94-80f2670fa4fd · inbound

VASP Plugins: Linking the Vienna ab-initio Simulation Package with Python cites this paper.

VASP Plugins: Linking the Vienna ab-initio Simulation Package with Python Massive Atomic Diversity: a compact universal dataset for atomistic machine learning

Reference 266

Resolution: unresolved; no resolver link, observed 2026-07-11T16:17:26.963678Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.