Paper Citation Record · LEDGER

Can Coding Agents Reproduce Findings in Computational Materials Science?

As of 6 August 2026, this Paper Citation Record lists 53 of 53 outbound references and 7 inbound Pith citation observations for arXiv:2605.00803.

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

pith.paper-citation-record.v1
2605.00803 v1

Coverage vector

measured 53 of 53 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-09T19:17:06.371004Z

measured 60 of 60 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-06T06:34:29.942622+00:00

measured 7 of 7 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-07-14T11:05:51.130839Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-07-04T16:49:57.812298Z

Reference resolution

53 of 53 outbound references displayed

verified exact5
verified fuzzy42
unresolved3
parse uncertain1
malformed identifier0
metadata mismatch2

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 64a8d7a1-f09d-4f00-9f1f-7c3f87e52a80 · outbound

This paper cites Physical review , volume=.

Can Coding Agents Reproduce Findings in Computational Materials Science? Physical review , volume=

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-05-25T21:51:16.687950Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 61e6790e-ad73-4231-955f-702390d80fc2 · outbound

This paper cites Physical review , volume=.

Can Coding Agents Reproduce Findings in Computational Materials Science? Physical review , volume=

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-05-25T21:51:16.683701Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation de376850-ab47-4e36-9c24-4ac7d76ee76d · outbound

This paper cites 2022 , publisher=.

Can Coding Agents Reproduce Findings in Computational Materials Science? 2022 , publisher=

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-05-25T21:51:16.805172Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation a503e5b7-38ea-4c83-8a93-b00b77838810 · outbound

This paper cites Langmuir , volume=.

Can Coding Agents Reproduce Findings in Computational Materials Science? Langmuir , volume=

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-05-25T21:51:16.777832Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 2a843bb9-1fa1-44c3-bcc8-b9b9fc55f85b · outbound

This paper cites International Conference on Machine Learning , pages=.

Can Coding Agents Reproduce Findings in Computational Materials Science? International Conference on Machine Learning , pages=

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-05-25T21:51:16.766263Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation a53c0cc6-97a6-4554-bb6a-189b84029e1b · outbound

This paper cites Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing , pages=.

Can Coding Agents Reproduce Findings in Computational Materials Science? Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing , pages=

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-05-25T21:51:16.770637Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 9995fe78-cddd-4c03-8b4b-0b02ded06b93 · outbound

This paper cites Findings of the Association for Computational Linguistics: ACL 2025 , pages=.

Can Coding Agents Reproduce Findings in Computational Materials Science? Findings of the Association for Computational Linguistics: ACL 2025 , pages=

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-05-25T21:51:16.762447Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 22d29b96-c772-47cf-88f1-b1a47386e15c · outbound

This paper cites Findings of the Association for Computational Linguistics: ACL 2025 , pages=.

Can Coding Agents Reproduce Findings in Computational Materials Science? Findings of the Association for Computational Linguistics: ACL 2025 , pages=

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-05-25T21:51:16.781383Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 136cdc5f-f300-4654-a856-41566b814ab8 · outbound

This paper cites Transactions on Machine Learning Research , year=.

Can Coding Agents Reproduce Findings in Computational Materials Science? Transactions on Machine Learning Research , year=

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-05-25T21:51:16.691867Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 6bb2a412-ef51-4bf6-a0df-da061cc878b5 · outbound

This paper cites Srolovitz, and Tongqi Wen.

Can Coding Agents Reproduce Findings in Computational Materials Science? Srolovitz, and Tongqi Wen

Reference 10

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T15:46:48.528813Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 2db931b9-7741-4d32-8d69-a8d278e3d66a · outbound

This paper cites Advances in Neural Information Processing Systems , volume=.

Can Coding Agents Reproduce Findings in Computational Materials Science? Advances in Neural Information Processing Systems , volume=

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-05-25T21:51:16.774349Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 8c11fb72-9735-4952-ad44-2ec1e81cb8bf · outbound

This paper cites Computational Materials Science , volume=.

Can Coding Agents Reproduce Findings in Computational Materials Science? Computational Materials Science , volume=

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-05-25T21:51:16.832961Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation b119af3c-5f9f-4b89-9403-81992ab87b48 · outbound

This paper cites Scaling Reproducibility: An AI-Assisted Workflow for Large-Scale Replication and Reanalysis.

Can Coding Agents Reproduce Findings in Computational Materials Science? Scaling Reproducibility: An AI-Assisted Workflow for Large-Scale Replication and Reanalysis

Reference 13

Resolution: verified exact; arxiv_id, observed 2026-06-02T03:04:05.033553Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation a2160e89-6fb9-4155-810b-0a97bafab851 · outbound

This paper cites More Rigorous Software Engineering Would Improve Reproducibility in Machine Learning Research.

Can Coding Agents Reproduce Findings in Computational Materials Science? More Rigorous Software Engineering Would Improve Reproducibility in Machine Learning Research

Reference 14

Resolution: verified exact; arxiv_id, observed 2026-05-11T15:46:48.536374Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation c0be29c9-9b76-4af5-96ca-b226406b2649 · outbound

This paper cites an unresolved cited work.

Can Coding Agents Reproduce Findings in Computational Materials Science? Unresolved cited work

Reference 15

Resolution: parse uncertain; raw_fallback, observed 2026-05-25T21:51:16.809493Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 19f9c91a-c71a-4e4d-b41b-4b3fc4fbb0f4 · outbound

This paper cites 2024 , url=.

Can Coding Agents Reproduce Findings in Computational Materials Science? 2024 , url=

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-05-25T21:51:16.857462Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation a088fd40-4c5e-48ca-968b-f230b6421d5c · outbound

This paper cites 2024 , journal=.

Can Coding Agents Reproduce Findings in Computational Materials Science? 2024 , journal=

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-05-25T21:51:16.759030Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation af5355c8-0501-4fb0-a19e-c80e10742944 · outbound

This paper cites SciReplicate-Bench: Benchmarking.

Can Coding Agents Reproduce Findings in Computational Materials Science? SciReplicate-Bench: Benchmarking

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-05-25T21:51:16.725542Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 6e6cf12a-42e8-4ebc-9fbc-8c08518626ca · outbound

This paper cites Evaluating Large Language Models Trained on Code.

Can Coding Agents Reproduce Findings in Computational Materials Science? Evaluating Large Language Models Trained on Code

Reference 19

Resolution: metadata mismatch; local_arxiv, observed 2026-05-11T15:46:48.732363Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation b90c423c-09d2-4b40-a93b-73ccc6e4310c · outbound

This paper cites Advances in Neural Information Processing Systems , volume=.

Can Coding Agents Reproduce Findings in Computational Materials Science? Advances in Neural Information Processing Systems , volume=

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-05-25T21:51:16.789603Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation b0422b34-fbd7-42cb-bc7f-2e9cf58d808e · outbound

This paper cites Advances in Neural Information Processing Systems , volume=.

Can Coding Agents Reproduce Findings in Computational Materials Science? Advances in Neural Information Processing Systems , volume=

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-05-25T21:51:16.718017Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation fa9a70ea-b494-47a7-a551-f1d5c57f4fe7 · outbound

This paper cites The Thirteenth International Conference on Learning Representations , year=.

Can Coding Agents Reproduce Findings in Computational Materials Science? The Thirteenth International Conference on Learning Representations , year=

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-05-25T21:51:16.713776Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation ba192485-96fd-418d-8548-938eeb44bf9f · outbound

This paper cites Journal of Systems and Software , volume=.

Can Coding Agents Reproduce Findings in Computational Materials Science? Journal of Systems and Software , volume=

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-05-25T21:51:16.793464Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation aeac9ac3-52ff-4d7c-a5ba-c9722861c90e · outbound

This paper cites Computer Science Review , volume=.

Can Coding Agents Reproduce Findings in Computational Materials Science? Computer Science Review , volume=

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-05-25T21:51:16.752339Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation eda7520a-6419-4277-8c8f-3157174012c5 · outbound

This paper cites Digital Discovery , volume=.

Can Coding Agents Reproduce Findings in Computational Materials Science? Digital Discovery , volume=

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-05-25T21:51:16.755577Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 371929df-e12b-44ac-99e3-9dbe0c91151f · outbound

This paper cites Science , volume=.

Can Coding Agents Reproduce Findings in Computational Materials Science? Science , volume=

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-05-25T21:51:16.696348Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 1838fa59-a890-4fb5-b04e-eb7d166fbe30 · outbound

This paper cites npj Computational Materials , volume=.

Can Coding Agents Reproduce Findings in Computational Materials Science? npj Computational Materials , volume=

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-05-25T21:51:16.848985Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation ed9a4419-3bea-4e5a-9d3a-15dc6f3ea779 · outbound

This paper cites Workshop on job scheduling strategies for parallel processing , pages=.

Can Coding Agents Reproduce Findings in Computational Materials Science? Workshop on job scheduling strategies for parallel processing , pages=

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-05-25T21:51:16.748464Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 9d4bf918-ae03-480d-a170-8325ea1e6fef · outbound

This paper cites Journal of physics: Condensed matter , volume=.

Can Coding Agents Reproduce Findings in Computational Materials Science? Journal of physics: Condensed matter , volume=

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-05-25T21:51:16.736716Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation f1958209-f995-4633-97e3-2fd88166454b · outbound

This paper cites PloS one , volume=.

Can Coding Agents Reproduce Findings in Computational Materials Science? PloS one , volume=

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-05-25T21:51:16.813106Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation ade6835f-7df3-4370-a5ca-1374e6ed8abb · outbound

This paper cites Computer physics communications , volume=.

Can Coding Agents Reproduce Findings in Computational Materials Science? Computer physics communications , volume=

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-05-25T21:51:16.744993Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 3be12e24-595d-4585-8e88-4cb9736034d1 · outbound

This paper cites Modelling and simulation in materials science and engineering , volume=.

Can Coding Agents Reproduce Findings in Computational Materials Science? Modelling and simulation in materials science and engineering , volume=

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-05-25T21:51:16.740910Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation d533f9e5-68b1-448b-ba93-7594613b1c0b · outbound

This paper cites Xu and Xiangru Tang and Mingchen Zhuge and Jiayi Pan and Yueqi Song and Bowen Li and Jaskirat Singh and Hoang H.

Can Coding Agents Reproduce Findings in Computational Materials Science? Xu and Xiangru Tang and Mingchen Zhuge and Jiayi Pan and Yueqi Song and Bowen Li and Jaskirat Singh and Hoang H

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-05-25T21:51:16.797420Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation ab87d978-d197-432c-99b9-979b5aba1296 · outbound

This paper cites Philosophical Transactions of the Royal Society A , volume=.

Can Coding Agents Reproduce Findings in Computational Materials Science? Philosophical Transactions of the Royal Society A , volume=

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-05-25T21:51:16.700569Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 71b8a43c-6388-4341-a7b3-f63d454945e2 · outbound

This paper cites npj Computational Materials , volume=.

Can Coding Agents Reproduce Findings in Computational Materials Science? npj Computational Materials , volume=

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-05-25T21:51:16.828471Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 29f03a37-4965-4722-8fe2-3a5422478f01 · outbound

This paper cites Digital Discovery , volume=.

Can Coding Agents Reproduce Findings in Computational Materials Science? Digital Discovery , volume=

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-05-25T21:51:16.845383Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 090dd1c5-e18a-49e4-9dfb-4e94c0cf5993 · outbound

This paper cites Kimi K2.5: Visual Agentic Intelligence.

Can Coding Agents Reproduce Findings in Computational Materials Science? Kimi K2.5: Visual Agentic Intelligence

Reference 37

Resolution: verified exact; local_arxiv, observed 2026-05-11T15:46:48.511366Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 355ba082-c406-4cfc-9daf-0c4b62e54ce7 · outbound

This paper cites Physical review letters , volume=.

Can Coding Agents Reproduce Findings in Computational Materials Science? Physical review letters , volume=

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-05-25T21:51:16.862153Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 70c1d51c-4eee-4ca8-aca7-0c61c37f0852 · outbound

This paper cites Chemical Engineering Journal , volume=.

Can Coding Agents Reproduce Findings in Computational Materials Science? Chemical Engineering Journal , volume=

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-05-25T21:51:16.801084Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation aaf04f32-ba55-4987-beb0-3c23f2ccd0da · outbound

This paper cites Computational Materials Science , volume=.

Can Coding Agents Reproduce Findings in Computational Materials Science? Computational Materials Science , volume=

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-05-25T21:51:16.825007Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation ff45d846-f64a-4b7a-be82-6282c5715f81 · outbound

This paper cites Materials & Design , pages=.

Can Coding Agents Reproduce Findings in Computational Materials Science? Materials & Design , pages=

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-05-25T21:51:16.817140Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 937a1b51-1d9f-4f94-9f03-762f08a0ef3d · outbound

This paper cites Computational Materials Science , volume=.

Can Coding Agents Reproduce Findings in Computational Materials Science? Computational Materials Science , volume=

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-05-25T21:51:16.722009Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation fc52ff1e-8f11-4438-8af8-87d8c938e9c8 · outbound

This paper cites Physical review letters , volume=.

Can Coding Agents Reproduce Findings in Computational Materials Science? Physical review letters , volume=

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-05-25T21:51:16.837213Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 30fea338-7cbe-4da0-b3d1-e645c52dc18c · outbound

This paper cites Results in Engineering , volume=.

Can Coding Agents Reproduce Findings in Computational Materials Science? Results in Engineering , volume=

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-05-25T21:51:16.729072Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 465fb027-a56d-4d78-9903-f611e71769fd · outbound

This paper cites npj Computational Materials , volume=.

Can Coding Agents Reproduce Findings in Computational Materials Science? npj Computational Materials , volume=

Reference 45

Resolution: verified fuzzy; raw_fallback, observed 2026-05-25T21:51:16.704776Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 4cac6cd7-1a92-4c6b-b354-5c63707da6de · outbound

This paper cites npj Computational Materials , volume=.

Can Coding Agents Reproduce Findings in Computational Materials Science? npj Computational Materials , volume=

Reference 46

Resolution: verified fuzzy; raw_fallback, observed 2026-05-25T21:51:16.852746Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 58527487-9299-48e3-a04c-5651856ab064 · outbound

This paper cites Materials Characterization , volume=.

Can Coding Agents Reproduce Findings in Computational Materials Science? Materials Characterization , volume=

Reference 47

Resolution: verified fuzzy; raw_fallback, observed 2026-05-25T21:51:16.785296Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 74b9700c-55be-4155-baa2-289c2936f40e · outbound

This paper cites an unresolved cited work.

Can Coding Agents Reproduce Findings in Computational Materials Science? Unresolved cited work

Reference 48

Resolution: unresolved; raw_fallback, observed 2026-05-25T21:51:16.732333Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 28524136-5175-4716-b026-25437d575e03 · outbound

This paper cites an unresolved cited work.

Can Coding Agents Reproduce Findings in Computational Materials Science? Unresolved cited work

Reference 49

Resolution: unresolved; raw_fallback, observed 2026-05-25T21:51:16.708698Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 55c01914-aff2-44da-a609-8b8c84a7edbe · outbound

This paper cites an unresolved cited work.

Can Coding Agents Reproduce Findings in Computational Materials Science? Unresolved cited work

Reference 50

Resolution: unresolved; raw_fallback, observed 2026-05-25T21:51:16.841439Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation a70043fb-4b14-41ed-bcda-ca0500736c78 · outbound

This paper cites author=.

Can Coding Agents Reproduce Findings in Computational Materials Science? author=

Reference 51

Resolution: verified fuzzy; raw_fallback, observed 2026-05-25T21:51:16.821327Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 126d73cd-d31e-4bf2-9ed0-bf0b721d21a2 · outbound

This paper cites Docling Technical Report.

Can Coding Agents Reproduce Findings in Computational Materials Science? Docling Technical Report

Reference 52

Resolution: verified exact; arxiv_id, observed 2026-05-11T15:46:48.466387Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation d3eb47e7-96d8-4d6f-b54e-8b404ec77736 · outbound

This paper cites CLAIMCHECK : How Grounded are LLM Critiques of Scientific Papers?.

Can Coding Agents Reproduce Findings in Computational Materials Science? CLAIMCHECK : How Grounded are LLM Critiques of Scientific Papers?

Reference 53

Resolution: verified exact; doi, observed 2026-05-09T19:20:11.545417Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Pith citing papers

Observation 7a152c99-95a1-40d3-b981-d6405bc52236 · inbound

KISS - Knowledge Infrastructure for Scientific Simulation: A Scaffolding for Agentic Earth Science cites this paper.

KISS - Knowledge Infrastructure for Scientific Simulation: A Scaffolding for Agentic Earth Science Can Coding Agents Reproduce Findings in Computational Materials Science?

Reference 17

Resolution: verified exact; local_arxiv, observed 2026-05-20T10:48:12.814580Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 038301c2-c451-4532-af88-f170eefaa746 · inbound

ARIA: A Causal-Aware Framework for Rescuing LLM Reasoning in Trustworthy Materials Discovery cites this paper.

ARIA: A Causal-Aware Framework for Rescuing LLM Reasoning in Trustworthy Materials Discovery Can Coding Agents Reproduce Findings in Computational Materials Science?

Reference 16

Resolution: verified exact; local_arxiv, observed 2026-07-04T08:39:42.381799Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation ac2fffcd-52b8-442c-8be8-d6d51b495354 · inbound

NatureBench: Can Coding Agents Match the Published SOTA of Nature-Family Papers? cites this paper.

NatureBench: Can Coding Agents Match the Published SOTA of Nature-Family Papers? Can Coding Agents Reproduce Findings in Computational Materials Science?

Reference 34

Resolution: verified exact; local_arxiv, observed 2026-07-04T16:49:57.813631Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 89e13ca0-01a3-4ccf-b9d1-b2dc41330d01 · inbound

NatureBench: Can Coding Agents Match the Published SOTA of Nature-Family Papers? cites this paper.

NatureBench: Can Coding Agents Match the Published SOTA of Nature-Family Papers? Can Coding Agents Reproduce Findings in Computational Materials Science?

Reference 34

Resolution: unresolved; no resolver link, observed 2026-07-12T12:32:39.706055Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation db22c163-aef0-4ed8-98c9-9e45b8595774 · inbound

Coding-agents can replicate scientific machine learning papers cites this paper.

Coding-agents can replicate scientific machine learning papers Can Coding Agents Reproduce Findings in Computational Materials Science?

Reference 56

Resolution: metadata mismatch; local_arxiv, observed 2026-07-03T13:08:07.707227Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation ee9aa8a6-67db-4fcb-a242-38ffaabd549a · inbound

Coding-agents can replicate scientific machine learning papers cites this paper.

Coding-agents can replicate scientific machine learning papers Can Coding Agents Reproduce Findings in Computational Materials Science?

Reference 56

Resolution: unresolved; no resolver link, observed 2026-07-13T07:13:13.354959Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 37d1ff09-e3de-4378-aa2a-87945d76c751 · inbound

Towards Autonomous and Auditable Medical Imaging Model Development cites this paper.

Towards Autonomous and Auditable Medical Imaging Model Development Can Coding Agents Reproduce Findings in Computational Materials Science?

Reference 20

Resolution: unresolved; no resolver link, observed 2026-07-14T11:05:51.130839Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.