Paper Citation Record · LEDGER

Retro-Rank-In: A Ranking-Based Approach for Inorganic Materials Synthesis Planning

As of 11 August 2026, this Paper Citation Record lists 17 of 17 outbound references and 2 inbound Pith citation observations for arXiv:2502.04289.

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

pith.paper-citation-record.v1
2502.04289 v2

Coverage vector

measured 17 of 17 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-08T22:58:25.613721Z

measured 19 of 19 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-11T06:34:44.6726+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-06-29T12:37:11.218066Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-02T16:07:08.915272Z

Reference resolution

17 of 17 outbound references displayed

verified exact2
verified fuzzy6
unresolved8
parse uncertain0
malformed identifier1
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation ce9f7d92-b8f4-40fd-83ad-5be724c4afef · outbound

This paper cites Open Materials 2024 (OMat24) Inorganic Materials Dataset and Models.

Retro-Rank-In: A Ranking-Based Approach for Inorganic Materials Synthesis Planning Open Materials 2024 (OMat24) Inorganic Materials Dataset and Models

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-08T22:58:25.342183Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ecf43795-75b6-4f51-bd27-5f0ce48cb756 · outbound

This paper cites J., McBride, B.

Retro-Rank-In: A Ranking-Based Approach for Inorganic Materials Synthesis Planning J., McBride, B

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T22:58:26.385732Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 4c6dc59c-17f1-4e46-a810-55f12db8d282 · outbound

This paper cites NV-Retriever: Improving text embedding models with effective hard-negative mining.

Retro-Rank-In: A Ranking-Based Approach for Inorganic Materials Synthesis Planning NV-Retriever: Improving text embedding models with effective hard-negative mining

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-08T22:58:25.578683Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f15212f8-6ebe-400d-b54e-d6a4a9990667 · outbound

This paper cites Orb: A Fast, Scalable Neural Network Potential.

Retro-Rank-In: A Ranking-Based Approach for Inorganic Materials Synthesis Planning Orb: A Fast, Scalable Neural Network Potential

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-08T22:58:25.582859Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1dba998a-e86c-44fd-80c5-a42f95c638c2 · outbound

This paper cites A comparison of the top 60 highest predicted precursor probabilities across the test set of the Distinct Reactions dataset.

Retro-Rank-In: A Ranking-Based Approach for Inorganic Materials Synthesis Planning A comparison of the top 60 highest predicted precursor probabilities across the test set of the Distinct Reactions dataset

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T22:58:26.224249Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation b53c50ac-b7be-48ba-916a-5a028ade07ab · outbound

This paper cites an unresolved cited work.

Retro-Rank-In: A Ranking-Based Approach for Inorganic Materials Synthesis Planning Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-08T22:58:26.372075Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation a1a21f50-0752-4c1a-b885-6778653d3c93 · outbound

This paper cites Investigating the impact of pretraining for the encoder with the Top-K accuracy.

Retro-Rank-In: A Ranking-Based Approach for Inorganic Materials Synthesis Planning Investigating the impact of pretraining for the encoder with the Top-K accuracy

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T22:58:26.319811Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation c8084595-956e-46d9-a548-6ab16c853ae1 · outbound

This paper cites MatterGen: a generative model for inorganic materials design.

Retro-Rank-In: A Ranking-Based Approach for Inorganic Materials Synthesis Planning MatterGen: a generative model for inorganic materials design

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-08T22:58:25.599224Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 30cc8b28-3330-4a23-8d50-f8747fdaa47a · outbound

This paper cites an unresolved cited work.

Retro-Rank-In: A Ranking-Based Approach for Inorganic Materials Synthesis Planning Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-08T22:58:26.345543Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 466666f0-27e6-432d-800e-68c577cbabf8 · outbound

This paper cites doi: 10.1023/a: 1009868929893.

Retro-Rank-In: A Ranking-Based Approach for Inorganic Materials Synthesis Planning doi: 10.1023/a: 1009868929893

Reference 1999

Resolution: malformed identifier; no resolver link, observed 2026-08-08T22:58:25.479890Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation afc1d669-3d81-4081-82bf-3e3b26d7bbeb · outbound

This paper cites M., Das, A., Ulissi, Z., Uyttendaele, M., Medford, A.

Retro-Rank-In: A Ranking-Based Approach for Inorganic Materials Synthesis Planning M., Das, A., Ulissi, Z., Uyttendaele, M., Medford, A

Reference 2013

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T22:58:26.357919Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 974036b8-5c0d-4645-a4d7-913c9b829cdf · outbound

This paper cites Equiformer: Equivariant Graph Attention Transformer for 3D Atomistic Graphs.

Retro-Rank-In: A Ranking-Based Approach for Inorganic Materials Synthesis Planning Equiformer: Equivariant Graph Attention Transformer for 3D Atomistic Graphs

Reference 2019

Resolution: unresolved; no resolver link, observed 2026-08-08T22:58:25.570964Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 25b331f1-0729-4d3a-a697-7ab75810eae6 · outbound

This paper cites Challenging reaction prediction models to generalize to novel chemistry.

Retro-Rank-In: A Ranking-Based Approach for Inorganic Materials Synthesis Planning Challenging reaction prediction models to generalize to novel chemistry

Reference 2020

Resolution: verified exact; local_arxiv, observed 2026-08-08T22:58:26.118318Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation e5da2418-13af-471e-866a-3e239d1d4ada · outbound

This paper cites H., Chen, S., and Jung, Y.

Retro-Rank-In: A Ranking-Based Approach for Inorganic Materials Synthesis Planning H., Chen, S., and Jung, Y

Reference 2021

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T22:58:26.397742Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 7f9a16fd-570c-4ef8-b1eb-960fbc518192 · outbound

This paper cites an unresolved cited work.

Retro-Rank-In: A Ranking-Based Approach for Inorganic Materials Synthesis Planning Unresolved cited work

Reference 2022

Resolution: unresolved; raw_fallback, observed 2026-08-08T22:58:26.332566Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 3000c5bb-6b43-45ae-ab53-5887b3f94716 · outbound

This paper cites Trans- fer learning on large datasets for the accurate prediction of material properties.

Retro-Rank-In: A Ranking-Based Approach for Inorganic Materials Synthesis Planning Trans- fer learning on large datasets for the accurate prediction of material properties

Reference 2023

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T22:58:26.410232Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation b14de49a-272a-4439-831a-b383afb6f1c7 · outbound

This paper cites S., and Park, C.

Retro-Rank-In: A Ranking-Based Approach for Inorganic Materials Synthesis Planning S., and Park, C

Reference 2024

Resolution: verified exact; arxiv_id, observed 2026-08-08T22:58:25.907111Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Pith citing papers

Observation 7175d557-b556-4d74-a5ca-4855c5346b69 · inbound

ProvMind: Provenance-grounded reasoning for materials synthesis cites this paper.

ProvMind: Provenance-grounded reasoning for materials synthesis Retro-Rank-In: A Ranking-Based Approach for Inorganic Materials Synthesis Planning

Reference 24

Resolution: verified exact; arxiv_id, observed 2026-06-29T12:43:25.884584Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 3a96b5e8-fb77-48bd-8bfa-04edcb333f21 · inbound

RETROSPECT: RETROsynthesis via Sequential Prediction, and Chemically Transformed-ranking cites this paper.

RETROSPECT: RETROsynthesis via Sequential Prediction, and Chemically Transformed-ranking Retro-Rank-In: A Ranking-Based Approach for Inorganic Materials Synthesis Planning

Reference 17

Resolution: verified exact; arxiv_id, observed 2026-07-02T16:07:08.917102Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.