Paper Citation Record · LEDGER

Enhancing Materials Discovery with Valence Constrained Design in Generative Modeling

As of 14 August 2026, this Paper Citation Record lists 46 of 46 outbound references and 3 inbound Pith citation observations for arXiv:2507.19799.

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

pith.paper-citation-record.v1
2507.19799 v1

Coverage vector

measured 46 of 46 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T14:05:10.195023Z

measured 49 of 49 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 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-01T16:42:26.260574Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-03T13:38:18.487101Z

Reference resolution

46 of 46 outbound references displayed

verified exact0
verified fuzzy10
unresolved36
parse uncertain0
malformed identifier0
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation ff9e53b4-f463-436f-bead-3f2fc3b4876a · outbound

This paper cites an unresolved cited work.

Enhancing Materials Discovery with Valence Constrained Design in Generative Modeling Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:05:10.980412Z

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 5f0d5efc-12ff-44a1-a535-5c4c4090a44a · outbound

This paper cites an unresolved cited work.

Enhancing Materials Discovery with Valence Constrained Design in Generative Modeling Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:05:10.964214Z

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 4fd52ac6-efe6-497f-bae5-8c8da74d0293 · outbound

This paper cites an unresolved cited work.

Enhancing Materials Discovery with Valence Constrained Design in Generative Modeling Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:05:10.948862Z

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 0a951a72-1524-4612-8802-5bf267ef91dd · outbound

This paper cites journal title Inverse design in search of materials with target functionalities.

Enhancing Materials Discovery with Valence Constrained Design in Generative Modeling journal title Inverse design in search of materials with target functionalities

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:05:10.934221Z

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 c1a61970-02db-4995-b3a4-6a01b26f8c53 · outbound

This paper cites an unresolved cited work.

Enhancing Materials Discovery with Valence Constrained Design in Generative Modeling Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:05:10.919472Z

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 e96241a5-ff44-4ced-8c8f-0f48e6a1683d · outbound

This paper cites AI-driven materials design: a mini-review.

Enhancing Materials Discovery with Valence Constrained Design in Generative Modeling AI-driven materials design: a mini-review

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-06T14:05:10.009650Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8e7d04a4-6d8a-4523-aa7d-24fae2704007 · outbound

This paper cites Crystal Diffusion Variational Autoencoder for Periodic Material Generation.

Enhancing Materials Discovery with Valence Constrained Design in Generative Modeling Crystal Diffusion Variational Autoencoder for Periodic Material Generation

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-06T14:05:10.015167Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 929b3cb7-cbb6-417b-b12c-2703e890089f · outbound

This paper cites an unresolved cited work.

Enhancing Materials Discovery with Valence Constrained Design in Generative Modeling Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:05:10.904390Z

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 7fd856a2-5e95-4bfb-ad8f-5d75813366ce · outbound

This paper cites an unresolved cited work.

Enhancing Materials Discovery with Valence Constrained Design in Generative Modeling Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:05:10.889393Z

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 eaf1d301-4430-4a70-a237-a4e668107d6e · outbound

This paper cites Fine-Tuned Language Models Generate Stable Inorganic Materials as Text.

Enhancing Materials Discovery with Valence Constrained Design in Generative Modeling Fine-Tuned Language Models Generate Stable Inorganic Materials as Text

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-06T14:05:10.029165Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b090b226-fb22-4964-974f-93ae2284467a · outbound

This paper cites an unresolved cited work.

Enhancing Materials Discovery with Valence Constrained Design in Generative Modeling Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:05:10.873725Z

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 a3b13525-9648-4dc7-9b8e-c9a27422ff6b · outbound

This paper cites an unresolved cited work.

Enhancing Materials Discovery with Valence Constrained Design in Generative Modeling Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:05:10.858165Z

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 825ce567-269f-4204-8e36-afacd13b4254 · outbound

This paper cites Classifier-Free Diffusion Guidance.

Enhancing Materials Discovery with Valence Constrained Design in Generative Modeling Classifier-Free Diffusion Guidance

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-06T14:05:10.045759Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 35b317db-a095-4923-aba2-b847bceb09ca · outbound

This paper cites & author Nichol, A.

Enhancing Materials Discovery with Valence Constrained Design in Generative Modeling & author Nichol, A

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:05:10.843429Z

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 559bb53f-214b-44f5-9173-b7a1d5f3992a · outbound

This paper cites an unresolved cited work.

Enhancing Materials Discovery with Valence Constrained Design in Generative Modeling Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:05:10.828961Z

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 f8b0278a-3dfd-45f3-b87c-6a0582884d5f · outbound

This paper cites & author Grossman, J.

Enhancing Materials Discovery with Valence Constrained Design in Generative Modeling & author Grossman, J

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:05:10.813685Z

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 7dc424f3-f880-47ee-8597-9e13ce5d175e · outbound

This paper cites an unresolved cited work.

Enhancing Materials Discovery with Valence Constrained Design in Generative Modeling Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:05:10.798976Z

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 185e30cb-2031-4006-9cbf-c3887b8247e1 · outbound

This paper cites , author Jain, A.

Enhancing Materials Discovery with Valence Constrained Design in Generative Modeling , author Jain, A

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:05:10.783583Z

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 82f7e386-bd95-4242-b663-defa7bba03fc · outbound

This paper cites an unresolved cited work.

Enhancing Materials Discovery with Valence Constrained Design in Generative Modeling Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:05:10.769294Z

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 9a185089-a148-41b6-8bda-057bcfaeaacc · outbound

This paper cites , author Hao, M.

Enhancing Materials Discovery with Valence Constrained Design in Generative Modeling , author Hao, M

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:05:10.753661Z

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 c8fb2fbe-fcf0-445b-9067-5f071ccf245d · outbound

This paper cites an unresolved cited work.

Enhancing Materials Discovery with Valence Constrained Design in Generative Modeling Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:05:10.734817Z

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 7edd7867-f8ee-4150-873e-282c7598869f · outbound

This paper cites Thermal Conductivity Predictions with Foundation Atomistic Models.

Enhancing Materials Discovery with Valence Constrained Design in Generative Modeling Thermal Conductivity Predictions with Foundation Atomistic Models

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-06T14:05:10.085967Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 914a9c45-6c29-4d68-ae2f-edaf24931e82 · outbound

This paper cites Probing the Limit of Heat Transfer in Inorganic Crystals with Deep Learning.

Enhancing Materials Discovery with Valence Constrained Design in Generative Modeling Probing the Limit of Heat Transfer in Inorganic Crystals with Deep Learning

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-06T14:05:10.091069Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f3f4ee41-5952-4583-950b-1c8f34ece26e · outbound

This paper cites an unresolved cited work.

Enhancing Materials Discovery with Valence Constrained Design in Generative Modeling Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:05:10.720038Z

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 cfb692f1-a2f3-4143-af1b-4a6e9c60dbef · outbound

This paper cites , author Chaput, L.

Enhancing Materials Discovery with Valence Constrained Design in Generative Modeling , author Chaput, L

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:05:10.704637Z

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 84ca7725-68fb-4ce9-9489-235dfd029809 · outbound

This paper cites e3nn: Euclidean Neural Networks.

Enhancing Materials Discovery with Valence Constrained Design in Generative Modeling e3nn: Euclidean Neural Networks

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-06T14:05:10.104666Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3693da4d-f41a-40c9-b4ef-b6d414ab2a87 · outbound

This paper cites an unresolved cited work.

Enhancing Materials Discovery with Valence Constrained Design in Generative Modeling Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:05:10.690072Z

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 4883716a-18b7-421d-b5c5-9c6c9046f7df · outbound

This paper cites an unresolved cited work.

Enhancing Materials Discovery with Valence Constrained Design in Generative Modeling Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:05:10.672574Z

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 335f033e-fd2c-4761-a462-cb0c2c594bd0 · outbound

This paper cites & author Solja c i \'c , M.

Enhancing Materials Discovery with Valence Constrained Design in Generative Modeling & author Solja c i \'c , M

Reference 29

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a4416b1e-9e65-4624-8be3-8f5cc67ef860 · outbound

This paper cites an unresolved cited work.

Enhancing Materials Discovery with Valence Constrained Design in Generative Modeling Unresolved cited work

Reference 30

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:05:10.657171Z

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 e7cf9d4f-1f04-4c72-8743-5f5876629baa · outbound

This paper cites an unresolved cited work.

Enhancing Materials Discovery with Valence Constrained Design in Generative Modeling Unresolved cited work

Reference 31

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:05:10.642640Z

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 e7f76d50-bc12-4677-8ae0-1c90ab5c6e5a · outbound

This paper cites HuggingFace's Transformers: State-of-the-art Natural Language Processing.

Enhancing Materials Discovery with Valence Constrained Design in Generative Modeling HuggingFace's Transformers: State-of-the-art Natural Language Processing

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-06T14:05:10.132858Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 425f1dc0-57b7-45b7-8f35-5991c900c970 · outbound

This paper cites an unresolved cited work.

Enhancing Materials Discovery with Valence Constrained Design in Generative Modeling Unresolved cited work

Reference 33

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:05:10.625578Z

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 8061c93b-e4dd-4ae4-ac60-6cb5d9c1f838 · outbound

This paper cites an unresolved cited work.

Enhancing Materials Discovery with Valence Constrained Design in Generative Modeling Unresolved cited work

Reference 34

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:05:10.610828Z

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 2a249c95-3458-4376-b5c8-8a1b63f57d0c · outbound

This paper cites journal title Convergence properties of the BFGS algoritm.

Enhancing Materials Discovery with Valence Constrained Design in Generative Modeling journal title Convergence properties of the BFGS algoritm

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:05:10.596837Z

Source-reported events for the cited work

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Observation 175af542-f026-4b28-8d84-6a99587f5b7a · outbound

This paper cites an unresolved cited work.

Enhancing Materials Discovery with Valence Constrained Design in Generative Modeling Unresolved cited work

Reference 36

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:05:10.580534Z

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 05a6b645-adab-4ab4-8513-cde351e01651 · outbound

This paper cites , author Chaput, L.

Enhancing Materials Discovery with Valence Constrained Design in Generative Modeling , author Chaput, L

Reference 37

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6ead5e76-f070-4fad-b434-be9390ac15ee · outbound

This paper cites journal title First-principles phonon calculations with phonopy and phono3py.

Enhancing Materials Discovery with Valence Constrained Design in Generative Modeling journal title First-principles phonon calculations with phonopy and phono3py

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-06T14:05:10.159492Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation db2fcbfd-e0e9-4442-b5d7-6d8e7398e37e · outbound

This paper cites & author Furthm \"u ller, J.

Enhancing Materials Discovery with Valence Constrained Design in Generative Modeling & author Furthm \"u ller, J

Reference 39

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Source-reported events for the cited work

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Observation fc4461c2-78bf-42c0-a9cb-198fdee38f31 · outbound

This paper cites an unresolved cited work.

Enhancing Materials Discovery with Valence Constrained Design in Generative Modeling Unresolved cited work

Reference 40

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:05:10.547308Z

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 eb3f892c-bc5e-44c6-ae81-e6a5295a1aa0 · outbound

This paper cites & author Joubert, D.

Enhancing Materials Discovery with Valence Constrained Design in Generative Modeling & author Joubert, D

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:05:10.531485Z

Source-reported events for the cited work

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Observation 569b43bd-6bd2-4618-a842-5cac96ab552e · outbound

This paper cites an unresolved cited work.

Enhancing Materials Discovery with Valence Constrained Design in Generative Modeling Unresolved cited work

Reference 42

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:05:10.516564Z

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 655fda71-7c66-44a6-8cc9-107f146a799b · outbound

This paper cites , author Xu, N.

Enhancing Materials Discovery with Valence Constrained Design in Generative Modeling , author Xu, N

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:05:10.501388Z

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 e3210d5f-02fc-4edb-a9f6-a5b60b272b57 · outbound

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Enhancing Materials Discovery with Valence Constrained Design in Generative Modeling , " * write output.state after.block = add.period write newline

Reference 44

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b2918e0f-adfe-4467-8324-3f8f053c4409 · outbound

This paper cites write newline.

Enhancing Materials Discovery with Valence Constrained Design in Generative Modeling write newline

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-06T14:05:10.190434Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8351c7d7-dfdd-4259-9397-e981eb9befe4 · outbound

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

Enhancing Materials Discovery with Valence Constrained Design in Generative Modeling Matbench Discovery -- A framework to evaluate machine learning crystal stability predictions

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-06T14:05:10.195023Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 842f9eed-cb36-480e-ac42-e68981455fec · inbound

Inverse Design of Inorganic Compounds with Generative AI cites this paper.

Inverse Design of Inorganic Compounds with Generative AI Enhancing Materials Discovery with Valence Constrained Design in Generative Modeling

Reference 186

Resolution: verified exact; arxiv_id, observed 2026-05-11T10:16:04.888190Z

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 01cfbd09-7528-4e9d-a7d8-422bb8f4f3af · inbound

Charting the emergent low-dimensional manifold of quantum materials cites this paper.

Charting the emergent low-dimensional manifold of quantum materials Enhancing Materials Discovery with Valence Constrained Design in Generative Modeling

Reference 20

Resolution: verified exact; arxiv_id, observed 2026-07-03T13:38:18.488878Z

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 e1f0fc6f-13cf-45f9-9bf6-4186ea6085f5 · inbound

Chemical filters for ultra-high-throughput materials screening and generation cites this paper.

Chemical filters for ultra-high-throughput materials screening and generation Enhancing Materials Discovery with Valence Constrained Design in Generative Modeling

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-01T16:42:26.260574Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.