Paper Citation Record · LEDGER

TopoMAS: Large Language Model Driven Topological Materials Multiagent System

As of 17 August 2026, this Paper Citation Record lists 62 of 62 outbound references and 4 inbound Pith citation observations for arXiv:2507.04053.

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

pith.paper-citation-record.v1
2507.04053 v1

Coverage vector

measured 62 of 62 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T20:02:32.893126Z

measured 66 of 66 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 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-04T13:51:32.312021Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-25T07:15:27.798768Z

Reference resolution

62 of 62 outbound references displayed

verified exact9
verified fuzzy15
unresolved38
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 4963950b-9f7d-4d12-b15a-5a758f04b147 · outbound

This paper cites an unresolved cited work.

TopoMAS: Large Language Model Driven Topological Materials Multiagent System Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-06T20:02:33.872946Z

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 e7163851-342e-4cb5-9387-fe01d648d870 · outbound

This paper cites Qi and S.-C.

TopoMAS: Large Language Model Driven Topological Materials Multiagent System Qi and S.-C

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:02:33.865203Z

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 549a621d-ec68-433d-8c9f-47121828599e · outbound

This paper cites Kitagawa, M.

TopoMAS: Large Language Model Driven Topological Materials Multiagent System Kitagawa, M

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:02:33.857937Z

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 f4ce4f06-c919-4cdd-92d7-9367236ba7af · outbound

This paper cites an unresolved cited work.

TopoMAS: Large Language Model Driven Topological Materials Multiagent System Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-06T20:02:33.850356Z

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 6842679f-31fb-47bd-a6ca-3efff6f4cf88 · outbound

This paper cites Bradlyn, L.

TopoMAS: Large Language Model Driven Topological Materials Multiagent System Bradlyn, L

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:02:33.842841Z

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 3e06c5aa-8d5d-4a97-9a9a-32db89e9480c · outbound

This paper cites an unresolved cited work.

TopoMAS: Large Language Model Driven Topological Materials Multiagent System Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-06T20:02:33.835360Z

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 d185a9c4-b654-45bb-9736-ad0e1ca3db76 · outbound

This paper cites Fu and C.

TopoMAS: Large Language Model Driven Topological Materials Multiagent System Fu and C

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:02:33.828026Z

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 8d0427ff-bf6c-48c4-99df-e44ab0a65965 · outbound

This paper cites Vergniory, L.

TopoMAS: Large Language Model Driven Topological Materials Multiagent System Vergniory, L

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:02:33.820823Z

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 a8ad9111-c879-4a08-8e33-ed4784d1e91f · outbound

This paper cites Armitage, E.

TopoMAS: Large Language Model Driven Topological Materials Multiagent System Armitage, E

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:02:33.812954Z

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 75767573-9e4c-4b3b-8800-3be60f73117d · outbound

This paper cites Zhang, Y.

TopoMAS: Large Language Model Driven Topological Materials Multiagent System Zhang, Y

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:02:33.805548Z

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 366760ec-015b-4b59-9611-6fe52babd61a · outbound

This paper cites an unresolved cited work.

TopoMAS: Large Language Model Driven Topological Materials Multiagent System Unresolved cited work

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-06T20:02:29.492213Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 209499d0-e82c-4a05-a96c-017a868ae38a · outbound

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

TopoMAS: Large Language Model Driven Topological Materials Multiagent System Crystal Diffusion Variational Autoencoder for Periodic Material Generation

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-06T20:02:29.571484Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 29bc90e9-5b2b-4a70-bd53-5a27d4148382 · outbound

This paper cites an unresolved cited work.

TopoMAS: Large Language Model Driven Topological Materials Multiagent System Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-06T20:02:33.798282Z

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 8d893faa-fd80-45f6-a02a-b1f0512c7a42 · outbound

This paper cites Space Group Constrained Crystal Generation.

TopoMAS: Large Language Model Driven Topological Materials Multiagent System Space Group Constrained Crystal Generation

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-06T20:02:29.777293Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation feac01b1-1228-433e-85ee-c8f829c15901 · outbound

This paper cites an unresolved cited work.

TopoMAS: Large Language Model Driven Topological Materials Multiagent System Unresolved cited work

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-06T20:02:29.844948Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c9ff0610-1958-4469-b0b2-5ce0ebd11177 · outbound

This paper cites MatterGPT: A Generative Transformer for Multi-Property Inverse Design of Solid-State Materials.

TopoMAS: Large Language Model Driven Topological Materials Multiagent System MatterGPT: A Generative Transformer for Multi-Property Inverse Design of Solid-State Materials

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-06T20:02:29.937639Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ec0214a6-3953-499f-9ed1-04379d60632b · outbound

This paper cites Language models can generate molecules, materials, and protein binding sites directly in three dimensions as XYZ, CIF, and PDB files.

TopoMAS: Large Language Model Driven Topological Materials Multiagent System Language models can generate molecules, materials, and protein binding sites directly in three dimensions as XYZ, CIF, and PDB files

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-06T20:02:30.006788Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eb2be7f1-12df-4285-a3eb-93a534b50748 · outbound

This paper cites Sriram, B.

TopoMAS: Large Language Model Driven Topological Materials Multiagent System Sriram, B

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:02:33.790853Z

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 dcab2203-ab77-48b0-bb86-2146933bbb0d · outbound

This paper cites an unresolved cited work.

TopoMAS: Large Language Model Driven Topological Materials Multiagent System Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-06T20:02:33.783294Z

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 0c674f3c-98e9-4abb-9ad2-40c30b8b7bdb · outbound

This paper cites an unresolved cited work.

TopoMAS: Large Language Model Driven Topological Materials Multiagent System Unresolved cited work

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-06T20:02:30.215425Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 71bc64c3-498c-4264-8d51-e2b7956e0992 · outbound

This paper cites Ye, H.-M.

TopoMAS: Large Language Model Driven Topological Materials Multiagent System Ye, H.-M

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:02:33.775861Z

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 5f372e60-ba85-4773-b074-f63330bd7e20 · outbound

This paper cites an unresolved cited work.

TopoMAS: Large Language Model Driven Topological Materials Multiagent System Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-06T20:02:33.768573Z

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 94ce0fca-2746-43a3-8d67-b452c790d23e · outbound

This paper cites VQCrystal: Leveraging Vector Quantization for Discovery of Stable Crystal Structures.

TopoMAS: Large Language Model Driven Topological Materials Multiagent System VQCrystal: Leveraging Vector Quantization for Discovery of Stable Crystal Structures

Reference 23

Resolution: verified exact; local_arxiv, observed 2026-08-06T20:02:33.389059Z

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 abba90b6-58c5-48a3-a8ce-9d05b33c3b39 · outbound

This paper cites Cao and L.

TopoMAS: Large Language Model Driven Topological Materials Multiagent System Cao and L

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-06T20:02:30.556661Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f98f0552-a784-410e-ae3e-333c91681e14 · outbound

This paper cites Active Learning for Conditional Inverse Design with Crystal Generation and Foundation Atomic Models.

TopoMAS: Large Language Model Driven Topological Materials Multiagent System Active Learning for Conditional Inverse Design with Crystal Generation and Foundation Atomic Models

Reference 25

Resolution: verified exact; local_arxiv, observed 2026-08-06T20:02:33.300126Z

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 bba303a6-bdb6-4a40-ad60-298d0983ebd5 · outbound

This paper cites Multi-property directed generative design of inorganic materials through Wyckoff-augmented transfer learning.

TopoMAS: Large Language Model Driven Topological Materials Multiagent System Multi-property directed generative design of inorganic materials through Wyckoff-augmented transfer learning

Reference 26

Resolution: verified exact; local_arxiv, observed 2026-08-06T20:02:33.288916Z

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 aeee8bf4-f13b-48b3-9a78-01a6f4a71a6e · outbound

This paper cites an unresolved cited work.

TopoMAS: Large Language Model Driven Topological Materials Multiagent System Unresolved cited work

Reference 27

Resolution: verified exact; raw_fallback, observed 2026-08-06T20:02:33.275690Z

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 8a323307-7f1d-41db-a025-ff7b8046c52d · outbound

This paper cites an unresolved cited work.

TopoMAS: Large Language Model Driven Topological Materials Multiagent System Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-08-06T20:02:33.761172Z

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 89b0c055-011a-447b-ac17-020406719091 · outbound

This paper cites All-atom Diffusion Transformers: Unified generative modelling of molecules and materials.

TopoMAS: Large Language Model Driven Topological Materials Multiagent System All-atom Diffusion Transformers: Unified generative modelling of molecules and materials

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-06T20:02:30.987305Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1ce8d8e7-e718-4826-882a-b45443210dbd · outbound

This paper cites an unresolved cited work.

TopoMAS: Large Language Model Driven Topological Materials Multiagent System Unresolved cited work

Reference 30

Resolution: unresolved; raw_fallback, observed 2026-08-06T20:02:33.753071Z

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 194ecd89-65ef-41d3-abb6-708585322e7d · outbound

This paper cites an unresolved cited work.

TopoMAS: Large Language Model Driven Topological Materials Multiagent System Unresolved cited work

Reference 31

Resolution: unresolved; raw_fallback, observed 2026-08-06T20:02:33.745753Z

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 ecdee4d9-3610-4d9f-adeb-aa7fb0042333 · outbound

This paper cites an unresolved cited work.

TopoMAS: Large Language Model Driven Topological Materials Multiagent System Unresolved cited work

Reference 32

Resolution: unresolved; raw_fallback, observed 2026-08-06T20:02:33.738476Z

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 21621bd4-a4f1-40a6-928e-30402a2fbc37 · outbound

This paper cites an unresolved cited work.

TopoMAS: Large Language Model Driven Topological Materials Multiagent System Unresolved cited work

Reference 33

Resolution: unresolved; raw_fallback, observed 2026-08-06T20:02:33.730937Z

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 e37e3f18-19b0-4009-a007-e7683ccca334 · outbound

This paper cites Materials Informatics Transformer: A Language Model for Interpretable Materials Properties Prediction.

TopoMAS: Large Language Model Driven Topological Materials Multiagent System Materials Informatics Transformer: A Language Model for Interpretable Materials Properties Prediction

Reference 34

Resolution: verified exact; local_arxiv, observed 2026-08-06T20:02:33.176269Z

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 8a7055aa-f957-4655-8c5a-505963c840e7 · outbound

This paper cites LLM-Prop: Predicting Physical And Electronic Properties Of Crystalline Solids From Their Text Descriptions.

TopoMAS: Large Language Model Driven Topological Materials Multiagent System LLM-Prop: Predicting Physical And Electronic Properties Of Crystalline Solids From Their Text Descriptions

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-06T20:02:31.496485Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 67075720-0098-446a-8fe5-ab694bfb06bd · outbound

This paper cites Bridging the Semantic-Numerical Gap: A Numerical Reasoning Method of Cross-modal Knowledge Graph for Material Property Prediction.

TopoMAS: Large Language Model Driven Topological Materials Multiagent System Bridging the Semantic-Numerical Gap: A Numerical Reasoning Method of Cross-modal Knowledge Graph for Material Property Prediction

Reference 36

Resolution: verified exact; local_arxiv, observed 2026-08-06T20:02:33.157133Z

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 65f71517-8d93-4fef-a68e-98d57de3dd63 · outbound

This paper cites DARWIN 1.5: Large Language Models as Materials Science Adapted Learners.

TopoMAS: Large Language Model Driven Topological Materials Multiagent System DARWIN 1.5: Large Language Models as Materials Science Adapted Learners

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-06T20:02:31.678781Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0877340b-5689-4128-8640-fe6b1e69dc85 · outbound

This paper cites Ansari and S.

TopoMAS: Large Language Model Driven Topological Materials Multiagent System Ansari and S

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:02:33.723848Z

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 b9dd67aa-ce1d-45ca-ac67-0ae245f9033a · outbound

This paper cites an unresolved cited work.

TopoMAS: Large Language Model Driven Topological Materials Multiagent System Unresolved cited work

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-06T20:02:31.842106Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 67bbc86c-d61e-4fde-a705-26b18451a72d · outbound

This paper cites Leveraging Chemistry Foundation Models to Facilitate Structure Focused Retrieval Augmented Generation in Multi-Agent Workflows for Catalyst and Materials Design.

TopoMAS: Large Language Model Driven Topological Materials Multiagent System Leveraging Chemistry Foundation Models to Facilitate Structure Focused Retrieval Augmented Generation in Multi-Agent Workflows for Catalyst and Materials Design

Reference 40

Resolution: verified exact; local_arxiv, observed 2026-08-06T20:02:33.080949Z

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 3882a75a-94c3-4836-9301-45ac3f86ddf6 · outbound

This paper cites AtomAgents: Alloy design and discovery through physics-aware multi-modal multi-agent artificial intelligence.

TopoMAS: Large Language Model Driven Topological Materials Multiagent System AtomAgents: Alloy design and discovery through physics-aware multi-modal multi-agent artificial intelligence

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-06T20:02:32.012672Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f3b32c7e-6503-4a5f-95e8-315e02ae71ce · outbound

This paper cites Bazgir, Y.

TopoMAS: Large Language Model Driven Topological Materials Multiagent System Bazgir, Y

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:02:33.716401Z

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 b8bf6174-49ac-443d-a958-672d6678fb26 · outbound

This paper cites Rapid and Automated Alloy Design with Graph Neural Network-Powered LLM-Driven Multi-Agent Systems.

TopoMAS: Large Language Model Driven Topological Materials Multiagent System Rapid and Automated Alloy Design with Graph Neural Network-Powered LLM-Driven Multi-Agent Systems

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-06T20:02:32.193525Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0a5d087d-414e-4b25-9d97-2f29e822881a · outbound

This paper cites MatPilot: an LLM-enabled AI Materials Scientist under the Framework of Human-Machine Collaboration.

TopoMAS: Large Language Model Driven Topological Materials Multiagent System MatPilot: an LLM-enabled AI Materials Scientist under the Framework of Human-Machine Collaboration

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-06T20:02:32.284181Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9eb4bba6-cb6a-499b-b851-6546e042ccb3 · outbound

This paper cites Ni and M.

TopoMAS: Large Language Model Driven Topological Materials Multiagent System Ni and M

Reference 45

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:02:33.709232Z

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 885f3242-8e23-47eb-b5ad-53c0ef6061ed · outbound

This paper cites an unresolved cited work.

TopoMAS: Large Language Model Driven Topological Materials Multiagent System Unresolved cited work

Reference 46

Resolution: unresolved; raw_fallback, observed 2026-08-06T20:02:33.701864Z

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 e9b5d6c7-d218-49a7-afa1-711ca1984793 · outbound

This paper cites PriM: Principle-Inspired Material Discovery through Multi-Agent Collaboration.

TopoMAS: Large Language Model Driven Topological Materials Multiagent System PriM: Principle-Inspired Material Discovery through Multi-Agent Collaboration

Reference 47

Resolution: verified exact; local_arxiv, observed 2026-08-06T20:02:33.044829Z

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 bbe35879-c1f1-445e-9ac2-821c5e7cd3f8 · outbound

This paper cites GPT-4o System Card.

TopoMAS: Large Language Model Driven Topological Materials Multiagent System GPT-4o System Card

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-06T20:02:32.729130Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ea6c6ad1-35c9-4098-8711-7efa696b4818 · outbound

This paper cites an unresolved cited work.

TopoMAS: Large Language Model Driven Topological Materials Multiagent System Unresolved cited work

Reference 49

Resolution: verified exact; raw_fallback, observed 2026-08-06T20:02:33.023498Z

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 b7d487f1-dd1a-4369-9c8f-219ea8e87efe · outbound

This paper cites Qwen2.5-VL Technical Report.

TopoMAS: Large Language Model Driven Topological Materials Multiagent System Qwen2.5-VL Technical Report

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-06T20:02:32.858385Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5bbfe52b-e88b-419d-9b07-72c338e5a3ae · outbound

This paper cites Hafner, Journal of computational chemistry, 2008, 29, 2044--2078.

TopoMAS: Large Language Model Driven Topological Materials Multiagent System Hafner, Journal of computational chemistry, 2008, 29, 2044--2078

Reference 51

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:02:33.694305Z

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 e8a4d731-a764-4369-b62a-2ed782572e49 · outbound

This paper cites an unresolved cited work.

TopoMAS: Large Language Model Driven Topological Materials Multiagent System Unresolved cited work

Reference 52

Resolution: unresolved; raw_fallback, observed 2026-08-06T20:02:33.686697Z

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 907c9da4-a67e-44a8-a682-38b3fdd09440 · outbound

This paper cites Mavroudis, Preprints, 2024.

TopoMAS: Large Language Model Driven Topological Materials Multiagent System Mavroudis, Preprints, 2024

Reference 53

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:02:33.679026Z

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 d10d1e04-4dd0-46f6-a83b-dcee7add060c · outbound

This paper cites an unresolved cited work.

TopoMAS: Large Language Model Driven Topological Materials Multiagent System Unresolved cited work

Reference 54

Resolution: unresolved; raw_fallback, observed 2026-08-06T20:02:33.670744Z

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 e716464e-db31-4bca-a08f-d48f8d31bd7d · outbound

This paper cites an unresolved cited work.

TopoMAS: Large Language Model Driven Topological Materials Multiagent System Unresolved cited work

Reference 55

Resolution: unresolved; raw_fallback, observed 2026-08-06T20:02:33.663100Z

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 3b78ea3b-9fef-4164-9496-f03194b4f723 · outbound

This paper cites an unresolved cited work.

TopoMAS: Large Language Model Driven Topological Materials Multiagent System Unresolved cited work

Reference 56

Resolution: unresolved; raw_fallback, observed 2026-08-06T20:02:33.655001Z

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 eb88f493-a7ca-4a95-9dc5-bd65dd57d843 · outbound

This paper cites an unresolved cited work.

TopoMAS: Large Language Model Driven Topological Materials Multiagent System Unresolved cited work

Reference 57

Resolution: unresolved; raw_fallback, observed 2026-08-06T20:02:33.647218Z

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 ab4d7ed3-97a9-4f93-98c3-b8a28327de12 · outbound

This paper cites DeepSeek-V3 Technical Report.

TopoMAS: Large Language Model Driven Topological Materials Multiagent System DeepSeek-V3 Technical Report

Reference 58

Resolution: unresolved; no resolver link, observed 2026-08-06T20:02:32.879027Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c2a71b84-07cb-44b5-b8b8-fb73e246c707 · outbound

This paper cites Qwen3 Technical Report.

TopoMAS: Large Language Model Driven Topological Materials Multiagent System Qwen3 Technical Report

Reference 59

Resolution: unresolved; no resolver link, observed 2026-08-06T20:02:32.881824Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4c351218-265f-4be1-9b5c-79b63e566aeb · outbound

This paper cites Choudhary and B.

TopoMAS: Large Language Model Driven Topological Materials Multiagent System Choudhary and B

Reference 60

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:02:33.639596Z

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 8428d115-f99f-42db-9fa0-c20c6c40733e · outbound

This paper cites DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning.

TopoMAS: Large Language Model Driven Topological Materials Multiagent System DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

Reference 61

Resolution: unresolved; no resolver link, observed 2026-08-06T20:02:32.887670Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f2bbd85c-2ce5-42d3-8b07-2a822d76a5b1 · outbound

This paper cites write newline.

TopoMAS: Large Language Model Driven Topological Materials Multiagent System write newline

Reference 62

Resolution: unresolved; no resolver link, observed 2026-08-06T20:02:32.893126Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 6bd185e8-9b77-4b1d-97f4-7630c2d7ace8 · inbound

Agentic Exploration of Physics Models cites this paper.

Agentic Exploration of Physics Models TopoMAS: Large Language Model Driven Topological Materials Multiagent System

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-04T13:51:32.312021Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 253d6591-9758-4753-93fd-54335fdcb686 · inbound

El Agente Quntur: A research collaborator agent for quantum chemistry cites this paper.

El Agente Quntur: A research collaborator agent for quantum chemistry TopoMAS: Large Language Model Driven Topological Materials Multiagent System

Reference 55

Resolution: metadata mismatch; arxiv_id, observed 2026-05-16T06:50:42.523011Z

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 20b4694d-0bb5-42e6-954d-8bbe0dba3e97 · inbound

MatClaw: An Autonomous Code-First LLM Agent for End-to-End Materials Exploration cites this paper.

MatClaw: An Autonomous Code-First LLM Agent for End-to-End Materials Exploration TopoMAS: Large Language Model Driven Topological Materials Multiagent System

Reference 31

Resolution: verified exact; arxiv_id, observed 2026-05-13T19:03:08.459552Z

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 95584a60-5621-466c-8320-0a9be2876d43 · inbound

MatClaw: An Autonomous Code-First LLM Agent for End-to-End Materials Exploration cites this paper.

MatClaw: An Autonomous Code-First LLM Agent for End-to-End Materials Exploration TopoMAS: Large Language Model Driven Topological Materials Multiagent System

Reference 31

Resolution: verified exact; arxiv_id, observed 2026-05-25T07:15:27.804498Z

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.