Paper Citation Record · LEDGER

Material Property Prediction with Element Attribute Knowledge Graphs and Multimodal Representation Learning

As of 15 August 2026, this Paper Citation Record lists 31 of 31 outbound references and 1 inbound Pith citation observation for arXiv:2411.08414.

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

pith.paper-citation-record.v1
2411.08414 v1

Coverage vector

measured 31 of 31 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-12T21:39:43.455462Z

measured 32 of 32 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 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-10T19:18:37.126985Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-10T23:10:51.113299Z

Reference resolution

31 of 31 outbound references displayed

verified exact1
verified fuzzy20
unresolved9
parse uncertain0
malformed identifier0
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 6d533696-dcbd-4e0c-904a-c7c25ce10b70 · outbound

This paper cites Sankaranarayanan.

Material Property Prediction with Element Attribute Knowledge Graphs and Multimodal Representation Learning Sankaranarayanan

Reference 1

Resolution: metadata mismatch; raw_fallback, observed 2026-08-12T21:39:43.650844Z

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 c3c743b7-8601-4386-912b-7da995758cdc · outbound

This paper cites Graph networks as a universal machine learning framework for molecules and crystals.

Material Property Prediction with Element Attribute Knowledge Graphs and Multimodal Representation Learning Graph networks as a universal machine learning framework for molecules and crystals

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T21:39:43.998590Z

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 4b465cf5-38bd-4b6c-b510-635c729cc0d7 · outbound

This paper cites Owl2vec*: Embedding of owl ontologies.

Material Property Prediction with Element Attribute Knowledge Graphs and Multimodal Representation Learning Owl2vec*: Embedding of owl ontologies

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T21:39:43.983772Z

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 df599e28-dcf1-49af-b4c3-7a69dcdb24d0 · outbound

This paper cites Atomistic line graph neural network for improved materials property predictions.

Material Property Prediction with Element Attribute Knowledge Graphs and Multimodal Representation Learning Atomistic line graph neural network for improved materials property predictions

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-12T21:39:43.322386Z

Source-reported events for the cited work

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Observation faf9b65e-82cf-49e0-82ad-9463f5e50f4e · outbound

This paper cites Atomistic line graph neural network for improved materials property predictions.

Material Property Prediction with Element Attribute Knowledge Graphs and Multimodal Representation Learning Atomistic line graph neural network for improved materials property predictions

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T21:39:43.968036Z

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 aed7c268-9ffb-4ce4-bd0e-6db73719cd42 · outbound

This paper cites Atomistic line graph neural network for improved materials property predictions.

Material Property Prediction with Element Attribute Knowledge Graphs and Multimodal Representation Learning Atomistic line graph neural network for improved materials property predictions

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T21:39:43.951706Z

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 a248a1f0-a46a-4a5e-949e-b2420d6a5518 · outbound

This paper cites Crysmmnet: multimodal representation for crystal property prediction.

Material Property Prediction with Element Attribute Knowledge Graphs and Multimodal Representation Learning Crysmmnet: multimodal representation for crystal property prediction

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T21:39:43.937234Z

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 c04a75f2-60f9-4337-823b-1ee5325879ba · outbound

This paper cites Molecular contrastive learning with chemical element knowledge graph.

Material Property Prediction with Element Attribute Knowledge Graphs and Multimodal Representation Learning Molecular contrastive learning with chemical element knowledge graph

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T21:39:43.923094Z

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 4c4762e0-876c-48b7-91fe-942dda23d6fd · outbound

This paper cites Knowledge graph-enhanced molecular contrastive learning with functional prompt.

Material Property Prediction with Element Attribute Knowledge Graphs and Multimodal Representation Learning Knowledge graph-enhanced molecular contrastive learning with functional prompt

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T21:39:43.906790Z

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 44e77f2b-0b79-4659-b7cd-f092d5b6a1bd · outbound

This paper cites Robocrystallographer: automated crystal structure text descriptions and analysis.

Material Property Prediction with Element Attribute Knowledge Graphs and Multimodal Representation Learning Robocrystallographer: automated crystal structure text descriptions and analysis

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T21:39:43.890574Z

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 6f26ce33-f3e7-496a-b159-285f98a1d62a · outbound

This paper cites word2vec, node2vec, graph2vec, x2vec: Towards a theory of vector embeddings of structured data.

Material Property Prediction with Element Attribute Knowledge Graphs and Multimodal Representation Learning word2vec, node2vec, graph2vec, x2vec: Towards a theory of vector embeddings of structured data

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T21:39:43.875531Z

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 5ca2f2a7-2cc9-40c8-9553-acf27acb3ef2 · outbound

This paper cites Machine learning based feature engineering for thermoelectric materials by design.

Material Property Prediction with Element Attribute Knowledge Graphs and Multimodal Representation Learning Machine learning based feature engineering for thermoelectric materials by design

Reference 12

Resolution: verified exact; doi, observed 2026-08-12T21:39:43.514235Z

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 19168681-3c81-482b-93c3-b0630c757fc0 · outbound

This paper cites Hwang, J.

Material Property Prediction with Element Attribute Knowledge Graphs and Multimodal Representation Learning Hwang, J

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T21:39:43.860148Z

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 51005917-e9d6-43cd-b3a1-2a05862d2e0f · outbound

This paper cites Universal fragment descriptors for predicting properties of inorganic crystals.

Material Property Prediction with Element Attribute Knowledge Graphs and Multimodal Representation Learning Universal fragment descriptors for predicting properties of inorganic crystals

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-12T21:39:43.373352Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b499b28c-3739-4f72-bd8c-9226651bb2e2 · outbound

This paper cites Materials representation and transfer learning for multi-property prediction.

Material Property Prediction with Element Attribute Knowledge Graphs and Multimodal Representation Learning Materials representation and transfer learning for multi-property prediction

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T21:39:43.844306Z

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 4f08dcb1-d4aa-423c-ad44-c308be12a0be · outbound

This paper cites Efficient approximations of complete interatomic potentials for crystal property prediction.

Material Property Prediction with Element Attribute Knowledge Graphs and Multimodal Representation Learning Efficient approximations of complete interatomic potentials for crystal property prediction

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T21:39:43.827390Z

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 9491cde3-e361-4534-9cf2-67146aa957f9 · outbound

This paper cites Graph convolutional neural networks with global attention for improved materials property prediction.

Material Property Prediction with Element Attribute Knowledge Graphs and Multimodal Representation Learning Graph convolutional neural networks with global attention for improved materials property prediction

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T21:39:43.812937Z

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 f68b3018-1582-47c5-acaf-8b9cf3313bef · outbound

This paper cites Nanomine: A knowledge graph for nanocomposite materials science.

Material Property Prediction with Element Attribute Knowledge Graphs and Multimodal Representation Learning Nanomine: A knowledge graph for nanocomposite materials science

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T21:39:43.798452Z

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 470d0386-39d6-42c1-b305-de930597534a · outbound

This paper cites Machine learning in materials science: Recent progress and emerging applications.

Material Property Prediction with Element Attribute Knowledge Graphs and Multimodal Representation Learning Machine learning in materials science: Recent progress and emerging applications

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T21:39:43.782406Z

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 e88c3a55-0767-4129-848b-e3b89e1b7751 · outbound

This paper cites an unresolved cited work.

Material Property Prediction with Element Attribute Knowledge Graphs and Multimodal Representation Learning Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-12T21:39:43.766601Z

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 04b28b5d-fd5c-4835-8986-880995008664 · outbound

This paper cites u tt, Pieter-Jan Kindermans, Huziel Enoc Sauceda Felix, Stefan Chmiela, Alexandre Tkatchenko, and Klaus-Robert M \.

Material Property Prediction with Element Attribute Knowledge Graphs and Multimodal Representation Learning u tt, Pieter-Jan Kindermans, Huziel Enoc Sauceda Felix, Stefan Chmiela, Alexandre Tkatchenko, and Klaus-Robert M \

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-12T21:39:43.405890Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 13a52d6e-7c47-407a-883c-a2fcc0e84a6a · outbound

This paper cites MatKG: The Largest Knowledge Graph in Materials Science -- Entities, Relations, and Link Prediction through Graph Representation Learning.

Material Property Prediction with Element Attribute Knowledge Graphs and Multimodal Representation Learning MatKG: The Largest Knowledge Graph in Materials Science -- Entities, Relations, and Link Prediction through Graph Representation Learning

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-12T21:39:43.410125Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fbc24743-0ddc-4edf-bfd8-b1482437fc64 · outbound

This paper cites Grossman.

Material Property Prediction with Element Attribute Knowledge Graphs and Multimodal Representation Learning Grossman

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-12T21:39:43.414971Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 144f729a-d50f-42eb-9e46-56e617778d9f · outbound

This paper cites Crystal graph convolutional neural networks for an accurate and interpretable prediction of material properties.

Material Property Prediction with Element Attribute Knowledge Graphs and Multimodal Representation Learning Crystal graph convolutional neural networks for an accurate and interpretable prediction of material properties

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T21:39:43.739571Z

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 d636c13e-894d-4509-a97a-0345156f01f3 · outbound

This paper cites Periodic graph transformers for crystal material property prediction.

Material Property Prediction with Element Attribute Knowledge Graphs and Multimodal Representation Learning Periodic graph transformers for crystal material property prediction

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T21:39:43.723579Z

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 e19478e9-7d61-4e0e-b00b-9e4c2029d236 · outbound

This paper cites Periodic graph transformers for crystal material property prediction.

Material Property Prediction with Element Attribute Knowledge Graphs and Multimodal Representation Learning Periodic graph transformers for crystal material property prediction

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T21:39:43.707717Z

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 5050ce73-9807-4ca7-8772-33c314a091c3 · outbound

This paper cites Complete and Efficient Graph Transformers for Crystal Material Property Prediction.

Material Property Prediction with Element Attribute Knowledge Graphs and Multimodal Representation Learning Complete and Efficient Graph Transformers for Crystal Material Property Prediction

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-12T21:39:43.437398Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3e01e032-f3c9-4818-a64d-bde7e05e3312 · outbound

This paper cites Artificial Intelligence for Science in Quantum, Atomistic, and Continuum Systems.

Material Property Prediction with Element Attribute Knowledge Graphs and Multimodal Representation Learning Artificial Intelligence for Science in Quantum, Atomistic, and Continuum Systems

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-12T21:39:43.442220Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b6a416f5-024b-4ab1-838f-ab8c9fbe0ce0 · outbound

This paper cites Machine-learning-assisted multiscale modeling strategy for predicting mechanical properties of carbon fiber reinforced polymers.

Material Property Prediction with Element Attribute Knowledge Graphs and Multimodal Representation Learning Machine-learning-assisted multiscale modeling strategy for predicting mechanical properties of carbon fiber reinforced polymers

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T21:39:43.692063Z

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 7383c4f2-1317-44da-ac51-fbd0bdb863bd · outbound

This paper cites High-throughput computing assisted by knowledge graph to study the correlation between microstructure and mechanical properties of 6xxx aluminum alloy.

Material Property Prediction with Element Attribute Knowledge Graphs and Multimodal Representation Learning High-throughput computing assisted by knowledge graph to study the correlation between microstructure and mechanical properties of 6xxx aluminum alloy

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T21:39:43.676323Z

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 dfc819b9-5478-4e99-99c5-b23eb8e83381 · outbound

This paper cites write newline.

Material Property Prediction with Element Attribute Knowledge Graphs and Multimodal Representation Learning write newline

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-12T21:39:43.455462Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation b552792c-c77d-4f17-9482-e56e55f4ccc0 · inbound

Interpretation of Crystal Energy Landscapes with Kolmogorov-Arnold Networks cites this paper.

Interpretation of Crystal Energy Landscapes with Kolmogorov-Arnold Networks Material Property Prediction with Element Attribute Knowledge Graphs and Multimodal Representation Learning

Reference 59

Resolution: verified exact; arxiv_id, observed 2026-05-10T23:10:51.121008Z

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.