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Paper Citation Record · LEDGER

Beyond Atomic Geometry Representations in Materials Science: A Human-in-the-Loop Multimodal Framework

As of 9 August 2026, this Paper Citation Record lists 13 of 13 outbound references and 0 inbound Pith citation observations for arXiv:2506.00302.

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

pith.paper-citation-record.v1
2506.00302 v2

Coverage vector

measured 13 of 13 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T12:12:02.875750Z

measured 13 of 13 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

13 of 13 outbound references displayed

  • verified exact4
  • verified fuzzy3
  • unresolved6
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation df599dbc-53b3-4d53-914d-1f80ec768a1c · outbound

This paper cites EquiformerV2: Improved Equivariant Transformer for Scaling to Higher-Degree Representations.

Beyond Atomic Geometry Representations in Materials Science: A Human-in-the-Loop Multimodal Framework EquiformerV2: Improved Equivariant Transformer for Scaling to Higher-Degree Representations

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-07T12:12:02.262160Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:12:02.262160Z digest=sha256:4a8afb7399b824753c52b5d509e449b17dbcf31066d5c18b885205cd845dc153

Observation 811e3fac-d7fe-4a8a-9e88-f2093ea23d86 · outbound

This paper cites Beyond Pairwise Interactions: Equivariant Hypergraph Diffusion for Crystal Structure Prediction.

Beyond Atomic Geometry Representations in Materials Science: A Human-in-the-Loop Multimodal Framework Beyond Pairwise Interactions: Equivariant Hypergraph Diffusion for Crystal Structure Prediction

Reference 7

Resolution
verified exact
local_arxiv, observed 2026-08-07T12:12:03.365811Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T12:12:02.340389Z digest=sha256:36edb52e31dca3dc3abe818dc813bc75460c5d8f3090e6ca31343ddf216a87c6

Observation a536bc5e-9712-425a-a7e6-d957a731a737 · outbound

This paper cites Tdcm25: A multi-modal multi-task benchmark for temperature-dependent crystalline materials.

Beyond Atomic Geometry Representations in Materials Science: A Human-in-the-Loop Multimodal Framework Tdcm25: A multi-modal multi-task benchmark for temperature-dependent crystalline materials

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:12:04.409592Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T12:12:02.420434Z digest=sha256:7fa72c4652b6bee431beff750055436d28a246d6ea8eafd4160c91ab80c076ba

Observation db30d4c4-3880-48f6-b70f-c9ad4a6fdcb6 · outbound

This paper cites Chemlit-qa: A human evaluated dataset for chemistry rag tasks.

Beyond Atomic Geometry Representations in Materials Science: A Human-in-the-Loop Multimodal Framework Chemlit-qa: A human evaluated dataset for chemistry rag tasks

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:12:04.033088Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T12:12:02.721419Z digest=sha256:d21fd81445c9c6babe4f551def17e7be68addb08ec3a44047482b0ca0377df0a

Observation 8dabfc3b-d9c4-4088-bae8-fe8dc73d11ce · outbound

This paper cites HoneyComb: A Flexible LLM-Based Agent System for Materials Science.

Beyond Atomic Geometry Representations in Materials Science: A Human-in-the-Loop Multimodal Framework HoneyComb: A Flexible LLM-Based Agent System for Materials Science

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-07T12:12:02.875750Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:12:02.875750Z digest=sha256:12156f17d81ec005be214482cf554fc85c998591e1477c5ead491d2b645761a0

Observation ec08efc7-4bde-4fa3-9142-d130ceef79d6 · outbound

This paper cites 12430641.

Beyond Atomic Geometry Representations in Materials Science: A Human-in-the-Loop Multimodal Framework 12430641

Reference 1975

Resolution
verified exact
raw_fallback, observed 2026-08-07T12:12:03.199903Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T12:12:02.630740Z digest=sha256:2a1002377dd557a2c5659f9081d0aa15d8e0922aa3ca529843883d7017d14898

Observation 0f38dfd8-1a7d-4e52-aabe-d6c669ae1349 · outbound

This paper cites Euler-Rodrigues formula for three-dimensional rotation via fractional powers of matrices.

Beyond Atomic Geometry Representations in Materials Science: A Human-in-the-Loop Multimodal Framework Euler-Rodrigues formula for three-dimensional rotation via fractional powers of matrices

Reference 1993

Resolution
verified exact
local_arxiv, observed 2026-08-07T12:12:03.883003Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T12:12:01.852814Z digest=sha256:0b7132e0091a902f671b89718a882869bba8c8dbc63053b45c11a72008df3d1e

Observation fb9336f2-1f16-4cf3-b418-93aac77ab096 · outbound

This paper cites Crystal structure generation based on material properties.

Beyond Atomic Geometry Representations in Materials Science: A Human-in-the-Loop Multimodal Framework Crystal structure generation based on material properties

Reference 2007

Resolution
verified exact
raw_fallback, observed 2026-08-07T12:12:03.670267Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T12:12:02.127145Z digest=sha256:14ca035d9fe5de8ea42f5409583db561723e7a5742496301e91cf2da44583f2e

Observation 813d02a5-1ff5-4601-b0d0-fa661d39dced · outbound

This paper cites OlympiadBench: A Challenging Benchmark for Promoting AGI with Olympiad-Level Bilingual Multimodal Scientific Problems.

Beyond Atomic Geometry Representations in Materials Science: A Human-in-the-Loop Multimodal Framework OlympiadBench: A Challenging Benchmark for Promoting AGI with Olympiad-Level Bilingual Multimodal Scientific Problems

Reference 2016

Resolution
unresolved
no resolver link, observed 2026-08-07T12:12:01.996570Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:12:01.996570Z digest=sha256:c1af0a3d132b24746b3acc294cc6dfa3abf44cb6386f30d6c895751147b333a9

Observation eb9c7507-1271-42eb-9fe7-890a848538dd · outbound

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

Beyond Atomic Geometry Representations in Materials Science: A Human-in-the-Loop Multimodal Framework Crystal Diffusion Variational Autoencoder for Periodic Material Generation

Reference 2018

Resolution
unresolved
no resolver link, observed 2026-08-07T12:12:02.793655Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:12:02.793655Z digest=sha256:c1c90a6a4cf85a964f7192124e2b2104a95b1ee0bcaef3d2c699043cb2dd9584

Observation 9198689b-aaec-43bf-b376-4f5150fb21e8 · outbound

This paper cites LAB-Bench: Measuring Capabilities of Language Models for Biology Research.

Beyond Atomic Geometry Representations in Materials Science: A Human-in-the-Loop Multimodal Framework LAB-Bench: Measuring Capabilities of Language Models for Biology Research

Reference 2023

Resolution
unresolved
no resolver link, observed 2026-08-07T12:12:02.195716Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:12:02.195716Z digest=sha256:79eea0bde3ed6c4b7f391f2cbadcd3096814c5a003640c274f0d84a18fc4e126

Observation d4d96bed-212e-48c9-8b6f-e5477b6afa44 · outbound

This paper cites Directional Message Passing for Molecular Graphs.

Beyond Atomic Geometry Representations in Materials Science: A Human-in-the-Loop Multimodal Framework Directional Message Passing for Molecular Graphs

Reference 2024

Resolution
unresolved
no resolver link, observed 2026-08-07T12:12:01.906601Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:12:01.906601Z digest=sha256:87fe435c19951ad757f4676d5fd4ca60bd88de123be4cda4e6979009569a428d

Observation 1cd47390-8305-4107-8aa4-9f5c22432380 · outbound

This paper cites Transformers in material science: roles, challenges, and future scope.

Beyond Atomic Geometry Representations in Materials Science: A Human-in-the-Loop Multimodal Framework Transformers in material science: roles, challenges, and future scope

Reference 2025

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:12:04.247937Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T12:12:02.540182Z digest=sha256:f3c4dbccb8c478c51ce1d8a7836230fe0f3cf6f27e9bbc2ce843ee23184496b3

Pith citing papers

No inbound Pith citation observations are available.