Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-05T15:17:43.809318Z
Paper Citation Record · LEDGER
Linking heterogeneous microstructure informatics with expert characterization knowledge through customized and hybrid vision-language representations for industrial qualification
As of 8 August 2026, this Paper Citation Record lists 43 of 43 outbound references and 0 inbound Pith citation observations for arXiv:2508.20243.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
Reference resolution
43 of 43 outbound references displayed
- verified exact4
- verified fuzzy34
- unresolved5
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 05dbcb3b-1be4-4259-9939-3b79a68b8f78 · outbound
This paper cites W., Stucker, B., Khorasani, M., Rosen, D., Stucker, B., and Khorasani, M., Additive manufacturing technologies.
Linking heterogeneous microstructure informatics with expert characterization knowledge through customized and hybrid vision-language representations for industrial qualification W., Stucker, B., Khorasani, M., Rosen, D., Stucker, B., and Khorasani, M., Additive manufacturing technologies
Reference 1
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T15:17:44.420281Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 12e0e334-57b2-416c-80f3-83105e581165 · outbound
This paper cites L., Jain, H., Rollett, A.
Linking heterogeneous microstructure informatics with expert characterization knowledge through customized and hybrid vision-language representations for industrial qualification L., Jain, H., Rollett, A
Reference 2
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T15:17:44.412120Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 59ab141e-d33f-48a2-abd7-9e34d6ba72da · outbound
This paper cites F., El Haddad, R., Zimmermann, M., Wood, G., Lamouche, G., Wanjara, P., and Zhao, Y.
Linking heterogeneous microstructure informatics with expert characterization knowledge through customized and hybrid vision-language representations for industrial qualification F., El Haddad, R., Zimmermann, M., Wood, G., Lamouche, G., Wanjara, P., and Zhao, Y
Reference 3
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T15:17:44.404364Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation ae874e0a-8e1d-4b36-8bbe-d6d6ba9fe177 · outbound
This paper cites J., Automated semantic segmentation of NiCrBSi-WC optical microscopy images using convolutional neural networks.
Linking heterogeneous microstructure informatics with expert characterization knowledge through customized and hybrid vision-language representations for industrial qualification J., Automated semantic segmentation of NiCrBSi-WC optical microscopy images using convolutional neural networks
Reference 4
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T15:17:44.396314Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation d1436f50-2eb8-492d-89cb-bef0eeb9da2a · outbound
This paper cites F., and El Haddad, R., Understanding the Impact of Applying Large Language Model in Engineering Design Education.
Linking heterogeneous microstructure informatics with expert characterization knowledge through customized and hybrid vision-language representations for industrial qualification F., and El Haddad, R., Understanding the Impact of Applying Large Language Model in Engineering Design Education
Reference 5
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T15:17:44.388005Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation f6725bcf-87e7-4cbb-98b5-442d112f4e6e · outbound
This paper cites F., Human–Artificial Intelligence Teaming for Scientific Information Extraction From Data-Driven Additive Manufacturing Literature Using Large Language Models.
Linking heterogeneous microstructure informatics with expert characterization knowledge through customized and hybrid vision-language representations for industrial qualification F., Human–Artificial Intelligence Teaming for Scientific Information Extraction From Data-Driven Additive Manufacturing Literature Using Large Language Models
Reference 6
- Resolution
- verified exact
- doi, observed 2026-08-05T15:17:43.842696Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation ca7e5e2d-12c5-41d0-aada-060057ea6e4b · outbound
This paper cites E., Bian, S., Fuh, J.
Linking heterogeneous microstructure informatics with expert characterization knowledge through customized and hybrid vision-language representations for industrial qualification E., Bian, S., Fuh, J
Reference 7
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T15:17:44.379387Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 4309f6c8-dcb3-4c45-8846-59f38b10926d · outbound
This paper cites IEEE Transactions on Pattern Analysis and Machine Intelligence, 2024.
Linking heterogeneous microstructure informatics with expert characterization knowledge through customized and hybrid vision-language representations for industrial qualification IEEE Transactions on Pattern Analysis and Machine Intelligence, 2024
Reference 8
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T15:17:44.370981Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 255e5fc7-c8f0-41fd-85a2-144b1971e9e1 · outbound
This paper cites F., Advancing machine learning in additive manufacturing: Perspectives on data challenges, model development, and industrial adoption.
Linking heterogeneous microstructure informatics with expert characterization knowledge through customized and hybrid vision-language representations for industrial qualification F., Advancing machine learning in additive manufacturing: Perspectives on data challenges, model development, and industrial adoption
Reference 9
- Resolution
- verified exact
- doi, observed 2026-08-05T15:17:43.833121Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 7b839e8f-7371-4908-88c5-2429f5aaeb3a · outbound
This paper cites F., On the data quality and imbalance in machine learning-based design and manufacturing—A systematic review.
Linking heterogeneous microstructure informatics with expert characterization knowledge through customized and hybrid vision-language representations for industrial qualification F., On the data quality and imbalance in machine learning-based design and manufacturing—A systematic review
Reference 10
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T15:17:44.362701Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation c55a6921-967f-43a7-881b-b6bce0f3940d · outbound
This paper cites Advanced Engineering Informatics, 2025.
Linking heterogeneous microstructure informatics with expert characterization knowledge through customized and hybrid vision-language representations for industrial qualification Advanced Engineering Informatics, 2025
Reference 11
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T15:17:44.353627Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation da09a0e8-58a7-4c64-aea0-57254946ccd4 · outbound
This paper cites an unresolved cited work.
Linking heterogeneous microstructure informatics with expert characterization knowledge through customized and hybrid vision-language representations for industrial qualification Unresolved cited work
Reference 12
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T15:17:44.345640Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 45cb95ab-91d8-4b37-bb79-acab59b14a2c · outbound
This paper cites and Lee, G., Hybrid large language model approach for prompt and sensitive defect management: A comparative analysis of hybrid, non-hybrid, and GraphRAG approaches.
Linking heterogeneous microstructure informatics with expert characterization knowledge through customized and hybrid vision-language representations for industrial qualification and Lee, G., Hybrid large language model approach for prompt and sensitive defect management: A comparative analysis of hybrid, non-hybrid, and GraphRAG approaches
Reference 13
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T15:17:44.337757Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation bd0a3155-c68c-44c1-8ca7-8c22bd80a568 · outbound
This paper cites Advanced Engineering Informatics, 2025.
Linking heterogeneous microstructure informatics with expert characterization knowledge through customized and hybrid vision-language representations for industrial qualification Advanced Engineering Informatics, 2025
Reference 14
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T15:17:44.329824Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 9c126a01-0956-452e-82a9-3e16f7fd3122 · outbound
This paper cites and Olivetti, E., MatKG: An autonomously generated knowledge graph in Material Science.
Linking heterogeneous microstructure informatics with expert characterization knowledge through customized and hybrid vision-language representations for industrial qualification and Olivetti, E., MatKG: An autonomously generated knowledge graph in Material Science
Reference 15
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T15:17:44.322032Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 104ecd7a-69ab-4a38-b3e5-c1540cbc4681 · outbound
This paper cites Advanced Engineering Informatics,.
Linking heterogeneous microstructure informatics with expert characterization knowledge through customized and hybrid vision-language representations for industrial qualification Advanced Engineering Informatics,
Reference 16
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T15:17:44.313399Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 3ca82e22-611f-4335-b3a8-6048271455e3 · outbound
This paper cites and Hadjidoukas, P., Deep learning based automated fracture identification in material characterization experiments.
Linking heterogeneous microstructure informatics with expert characterization knowledge through customized and hybrid vision-language representations for industrial qualification and Hadjidoukas, P., Deep learning based automated fracture identification in material characterization experiments
Reference 17
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T15:17:44.305107Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 7e368fcf-4518-4096-ae90-d4aa9afda463 · outbound
This paper cites Information Fusion, 2022.
Linking heterogeneous microstructure informatics with expert characterization knowledge through customized and hybrid vision-language representations for industrial qualification Information Fusion, 2022
Reference 18
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T15:17:44.296818Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 054dab00-12fd-42dd-a52e-e7a851020686 · outbound
This paper cites The International Journal of Advanced Manufacturing Technology, 2024.
Linking heterogeneous microstructure informatics with expert characterization knowledge through customized and hybrid vision-language representations for industrial qualification The International Journal of Advanced Manufacturing Technology, 2024
Reference 19
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T15:17:44.287432Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 1900e3e8-bb6b-4823-a2ef-baff7e160a26 · outbound
This paper cites Engineering Applications of Artificial Intelligence, 2023.
Linking heterogeneous microstructure informatics with expert characterization knowledge through customized and hybrid vision-language representations for industrial qualification Engineering Applications of Artificial Intelligence, 2023
Reference 20
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T15:17:44.275989Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 30b72729-6117-4bc7-aa36-2557d7ac0055 · outbound
This paper cites K., Montoya, J.
Reference 21
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T15:17:44.265208Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 1b5904b6-620e-4e0f-a71f-08387475170b · outbound
This paper cites Advances in Neural Information Processing Systems, 2024.
Linking heterogeneous microstructure informatics with expert characterization knowledge through customized and hybrid vision-language representations for industrial qualification Advances in Neural Information Processing Systems, 2024
Reference 22
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T15:17:44.254951Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 6ab215e0-5fe6-4ba1-8b63-31fc08165811 · outbound
This paper cites Combining Knowledge Graphs and Large Language Models.
Linking heterogeneous microstructure informatics with expert characterization knowledge through customized and hybrid vision-language representations for industrial qualification Combining Knowledge Graphs and Large Language Models
Reference 23
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T15:17:43.748286Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 41244088-b6af-4053-899d-3abf7958600f · outbound
This paper cites Y ., Large language models: Expectations for semantics-driven systems engineering.
Linking heterogeneous microstructure informatics with expert characterization knowledge through customized and hybrid vision-language representations for industrial qualification Y ., Large language models: Expectations for semantics-driven systems engineering
Reference 24
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T15:17:44.245685Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 23558bdc-a9b9-4e9c-a9bd-1c3b71f926f9 · outbound
This paper cites Materials Today Communications, 2024.
Linking heterogeneous microstructure informatics with expert characterization knowledge through customized and hybrid vision-language representations for industrial qualification Materials Today Communications, 2024
Reference 25
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T15:17:44.236029Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 5a8cc2d2-d3cf-4fc7-b747-42cf6d047521 · outbound
This paper cites an unresolved cited work.
Linking heterogeneous microstructure informatics with expert characterization knowledge through customized and hybrid vision-language representations for industrial qualification Unresolved cited work
Reference 26
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T15:17:44.226561Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation c54a03b6-51f1-4a21-90af-5227c027c4a6 · outbound
This paper cites and Farimani, A.
Reference 27
- Resolution
- verified exact
- raw_fallback, observed 2026-08-05T15:17:44.077976Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 8b69d788-e081-45a8-9b3f-285eb473649f · outbound
This paper cites K., Zhang, Z., Seo, J., Kuo, R., Jiang, R., Strubell, E., and Rollett, A.
Linking heterogeneous microstructure informatics with expert characterization knowledge through customized and hybrid vision-language representations for industrial qualification K., Zhang, Z., Seo, J., Kuo, R., Jiang, R., Strubell, E., and Rollett, A
Reference 28
- Resolution
- verified exact
- raw_fallback, observed 2026-08-05T15:17:44.006822Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 6204b16a-4333-4803-8c28-0f1860cb6609 · outbound
This paper cites Advanced Engineering Informatics, 2025.
Linking heterogeneous microstructure informatics with expert characterization knowledge through customized and hybrid vision-language representations for industrial qualification Advanced Engineering Informatics, 2025
Reference 29
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T15:17:44.217868Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 1d170108-dae2-4483-a32e-bf2248c64f09 · outbound
This paper cites Advanced Engineering Informatics, 2024.
Linking heterogeneous microstructure informatics with expert characterization knowledge through customized and hybrid vision-language representations for industrial qualification Advanced Engineering Informatics, 2024
Reference 30
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T15:17:44.209460Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation aa8c52f8-362d-41bb-95f2-63e63affec4d · outbound
This paper cites Advanced Engineering Informatics, 2023.
Linking heterogeneous microstructure informatics with expert characterization knowledge through customized and hybrid vision-language representations for industrial qualification Advanced Engineering Informatics, 2023
Reference 31
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T15:17:44.200312Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 9f5b956e-bfbb-4149-83dd-f185fcb3afe3 · outbound
This paper cites and Yin, X., Tailored Vision-Language Framework for Automated Hazard Identification And Report Generation in Construction Sites.
Linking heterogeneous microstructure informatics with expert characterization knowledge through customized and hybrid vision-language representations for industrial qualification and Yin, X., Tailored Vision-Language Framework for Automated Hazard Identification And Report Generation in Construction Sites
Reference 32
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T15:17:44.190891Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 8e506e39-462d-4017-879b-6cdef6526cd6 · outbound
This paper cites Fine-Tuning Vision-Language Model for Automated Engineering Drawing Information Extraction.
Linking heterogeneous microstructure informatics with expert characterization knowledge through customized and hybrid vision-language representations for industrial qualification Fine-Tuning Vision-Language Model for Automated Engineering Drawing Information Extraction
Reference 33
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T15:17:43.779067Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation af2783cd-2e7d-4ec9-a48a-c1afd1879162 · outbound
This paper cites K., and Zhao, Y.
Reference 34
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T15:17:44.181078Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation b2ab8a05-eee3-4967-93a1-0af9fbc82825 · outbound
This paper cites Automation in Construction, 2024.
Linking heterogeneous microstructure informatics with expert characterization knowledge through customized and hybrid vision-language representations for industrial qualification Automation in Construction, 2024
Reference 35
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T15:17:44.171609Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation f6af15b5-4731-4158-8f82-83c1264550c0 · outbound
This paper cites J., Cephalo: Multi‐Modal Vision‐Language Models for Bio‐Inspired Materials Analysis and Design.
Linking heterogeneous microstructure informatics with expert characterization knowledge through customized and hybrid vision-language representations for industrial qualification J., Cephalo: Multi‐Modal Vision‐Language Models for Bio‐Inspired Materials Analysis and Design
Reference 36
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T15:17:44.161479Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 81652ad2-06bd-4778-9f94-7e7dc9ce2b1f · outbound
This paper cites an unresolved cited work.
Linking heterogeneous microstructure informatics with expert characterization knowledge through customized and hybrid vision-language representations for industrial qualification Unresolved cited work
Reference 37
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T15:17:44.152460Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation f3624d59-b6eb-4508-9756-e3189e16a4f9 · outbound
This paper cites J., Materials science in the era of large language models: a perspective.
Linking heterogeneous microstructure informatics with expert characterization knowledge through customized and hybrid vision-language representations for industrial qualification J., Materials science in the era of large language models: a perspective
Reference 38
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T15:17:44.144074Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 8d1f8b3b-5312-42ac-8c31-5e9f16934928 · outbound
This paper cites S., Desrosiers, A., Andreaco, A., and Sangid, M.
Linking heterogeneous microstructure informatics with expert characterization knowledge through customized and hybrid vision-language representations for industrial qualification S., Desrosiers, A., Andreaco, A., and Sangid, M
Reference 39
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T15:17:44.134955Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 0c329617-f528-481a-8f67-5968b5574281 · outbound
This paper cites I., Lamikiz, A., and Mayr, P., Digital Twin of the laser- DED process based on a multiscale approach.
Linking heterogeneous microstructure informatics with expert characterization knowledge through customized and hybrid vision-language representations for industrial qualification I., Lamikiz, A., and Mayr, P., Digital Twin of the laser- DED process based on a multiscale approach
Reference 40
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T15:17:44.125744Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 489c4d7f-f3a3-40eb-a68a-9f7b38cac18c · outbound
This paper cites L., Bose, S., Bandyopadhyay, A., Schoenung, J.
Linking heterogeneous microstructure informatics with expert characterization knowledge through customized and hybrid vision-language representations for industrial qualification L., Bose, S., Bandyopadhyay, A., Schoenung, J
Reference 41
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T15:17:44.116675Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 112f498a-f302-4ccf-baf2-f8dadfbd599e · outbound
This paper cites W., Hallacy, C., Ramesh, A., Goh, G., Agarwal, S., Sastry, G., Askell, A., Mishkin, P., and Clark, J.
Linking heterogeneous microstructure informatics with expert characterization knowledge through customized and hybrid vision-language representations for industrial qualification W., Hallacy, C., Ramesh, A., Goh, G., Agarwal, S., Sastry, G., Askell, A., Mishkin, P., and Clark, J
Reference 42
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T15:17:44.107463Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 424a96e3-ed16-4169-9b36-def7f3be5819 · outbound
This paper cites Flava: A foundational language and vision alignment model.
Linking heterogeneous microstructure informatics with expert characterization knowledge through customized and hybrid vision-language representations for industrial qualification Flava: A foundational language and vision alignment model
Reference 43
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T15:17:44.097796Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Pith citing papers
No inbound Pith citation observations are available.