Paper Citation Record · LEDGER

EquiFlow: Equivariant Conditional Flow Matching with Optimal Transport for 3D Molecular Conformation Prediction

As of 23 August 2026, this Paper Citation Record lists 43 of 43 outbound references and 1 inbound Pith citation observation for arXiv:2412.11082.

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

pith.paper-citation-record.v1
2412.11082 v1

Coverage vector

measured 43 of 43 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T15:24:47.667122Z

measured 44 of 44 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-23T06:30:58.430688+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-05T12:35:07.029015Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-05T12:35:07.355584Z

Reference resolution

43 of 43 outbound references displayed

verified exact1
verified fuzzy10
unresolved32
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation b9fe6d9a-880d-4aef-9831-dd6ac7e7a339 · outbound

This paper cites P.; Kornbluth, M.; Molinari, N.; Smidt, T.

EquiFlow: Equivariant Conditional Flow Matching with Optimal Transport for 3D Molecular Conformation Prediction P.; Kornbluth, M.; Molinari, N.; Smidt, T

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:24:48.406612Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 1bb2a486-5435-41dd-923a-6a2f5da7d8c8 · outbound

This paper cites T.; Rubanova, Y.; Bettencourt, J.; and Duvenaud, D.

EquiFlow: Equivariant Conditional Flow Matching with Optimal Transport for 3D Molecular Conformation Prediction T.; Rubanova, Y.; Bettencourt, J.; and Duvenaud, D

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-11T15:24:47.467958Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eeeb8b17-98bf-467e-9e0c-e59c0205d424 · outbound

This paper cites an unresolved cited work.

EquiFlow: Equivariant Conditional Flow Matching with Optimal Transport for 3D Molecular Conformation Prediction Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-11T15:24:48.378784Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 0ef08b07-6ea3-4170-89c3-2660dbf069be · outbound

This paper cites u ller, K.-R.; and Sch \.

EquiFlow: Equivariant Conditional Flow Matching with Optimal Transport for 3D Molecular Conformation Prediction u ller, K.-R.; and Sch \

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:24:48.337535Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation e7f5ddd1-ced3-445b-a940-0fa6b3f29098 · outbound

This paper cites S.; Riley, P.

EquiFlow: Equivariant Conditional Flow Matching with Optimal Transport for 3D Molecular Conformation Prediction S.; Riley, P

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-11T15:24:47.481731Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c329ddb9-f343-4c9b-95dd-01827398da00 · outbound

This paper cites an unresolved cited work.

EquiFlow: Equivariant Conditional Flow Matching with Optimal Transport for 3D Molecular Conformation Prediction Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-11T15:24:48.294033Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation ed944f12-ab57-49d5-82c7-169bce428d1b · outbound

This paper cites C.; Skillman, A.

EquiFlow: Equivariant Conditional Flow Matching with Optimal Transport for 3D Molecular Conformation Prediction C.; Skillman, A

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:24:48.275127Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation d2c7ecc3-7c4f-4874-b93c-43547e36eea3 · outbound

This paper cites an unresolved cited work.

EquiFlow: Equivariant Conditional Flow Matching with Optimal Transport for 3D Molecular Conformation Prediction Unresolved cited work

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-11T15:24:47.502193Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 68022380-c65f-49e9-addf-4380584cd35d · outbound

This paper cites G.; Vignac, C.; and Welling, M.

EquiFlow: Equivariant Conditional Flow Matching with Optimal Transport for 3D Molecular Conformation Prediction G.; Vignac, C.; and Welling, M

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-11T15:24:47.507041Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 65403489-38b8-4c8a-8d02-40d09d883903 · outbound

This paper cites SemlaFlow -- Efficient 3D Molecular Generation with Latent Attention and Equivariant Flow Matching.

EquiFlow: Equivariant Conditional Flow Matching with Optimal Transport for 3D Molecular Conformation Prediction SemlaFlow -- Efficient 3D Molecular Generation with Latent Attention and Equivariant Flow Matching

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-11T15:24:47.511204Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b77a5104-705b-43b9-8248-ad087efe49e2 · outbound

This paper cites an unresolved cited work.

EquiFlow: Equivariant Conditional Flow Matching with Optimal Transport for 3D Molecular Conformation Prediction Unresolved cited work

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-11T15:24:47.516748Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 332061aa-170a-45b7-8b3c-dab1c787cacc · outbound

This paper cites an unresolved cited work.

EquiFlow: Equivariant Conditional Flow Matching with Optimal Transport for 3D Molecular Conformation Prediction Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-11T15:24:48.210349Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 9ed3cf45-2dcb-44a7-9254-90ca0cb884cb · outbound

This paper cites an unresolved cited work.

EquiFlow: Equivariant Conditional Flow Matching with Optimal Transport for 3D Molecular Conformation Prediction Unresolved cited work

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-11T15:24:47.526264Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 738724b3-3d48-4fec-af00-c22292437b3c · outbound

This paper cites an unresolved cited work.

EquiFlow: Equivariant Conditional Flow Matching with Optimal Transport for 3D Molecular Conformation Prediction Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-11T15:24:48.160582Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation c6a4bd10-603e-4f91-9668-c19e98acd207 · outbound

This paper cites Equivariant Graph Attention Networks for Molecular Property Prediction.

EquiFlow: Equivariant Conditional Flow Matching with Optimal Transport for 3D Molecular Conformation Prediction Equivariant Graph Attention Networks for Molecular Property Prediction

Reference 15

Resolution: verified exact; local_arxiv, observed 2026-08-11T15:24:47.732307Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 5f794471-c538-42ed-b8fd-8c8cccff2aa7 · outbound

This paper cites S.; and Hashimoto, T.

EquiFlow: Equivariant Conditional Flow Matching with Optimal Transport for 3D Molecular Conformation Prediction S.; and Hashimoto, T

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-11T15:24:47.545364Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fff08b9a-5b1d-43a7-a7fe-70d8cbd93362 · outbound

This paper cites an unresolved cited work.

EquiFlow: Equivariant Conditional Flow Matching with Optimal Transport for 3D Molecular Conformation Prediction Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-11T15:24:48.132706Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation c8c04148-9674-4b39-8779-e696bf5d2653 · outbound

This paper cites M.; Das, A.; and Smidt, T.

EquiFlow: Equivariant Conditional Flow Matching with Optimal Transport for 3D Molecular Conformation Prediction M.; Das, A.; and Smidt, T

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:24:48.118108Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation f60f233a-e4f2-49b0-b944-4586b8354876 · outbound

This paper cites an unresolved cited work.

EquiFlow: Equivariant Conditional Flow Matching with Optimal Transport for 3D Molecular Conformation Prediction Unresolved cited work

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-11T15:24:47.557774Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 85bfbfa5-0b02-42eb-a6c3-6cb8ed06486d · outbound

This paper cites W.; Li, X.; and Ruthotto, L.

EquiFlow: Equivariant Conditional Flow Matching with Optimal Transport for 3D Molecular Conformation Prediction W.; Li, X.; and Ruthotto, L

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:24:48.092163Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 39591880-ef42-46dd-93a4-cad45a529827 · outbound

This paper cites J.; Mohamed, S.; and Lakshminarayanan, B.

EquiFlow: Equivariant Conditional Flow Matching with Optimal Transport for 3D Molecular Conformation Prediction J.; Mohamed, S.; and Lakshminarayanan, B

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-11T15:24:47.566353Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1691557b-5d3b-451b-b2ef-0cef84858151 · outbound

This paper cites O.; Rupp, M.; and Von Lilienfeld, O.

EquiFlow: Equivariant Conditional Flow Matching with Optimal Transport for 3D Molecular Conformation Prediction O.; Rupp, M.; and Von Lilienfeld, O

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:24:48.067280Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 7191d5ff-621a-460a-b2aa-5e3d6e60d199 · outbound

This paper cites an unresolved cited work.

EquiFlow: Equivariant Conditional Flow Matching with Optimal Transport for 3D Molecular Conformation Prediction Unresolved cited work

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-11T15:24:47.574008Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4d5a8006-7dab-4c74-bc91-b1fb13840c04 · outbound

This paper cites an unresolved cited work.

EquiFlow: Equivariant Conditional Flow Matching with Optimal Transport for 3D Molecular Conformation Prediction Unresolved cited work

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-11T15:24:47.578325Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 50038266-0dc1-4bac-8547-ba703b579b96 · outbound

This paper cites an unresolved cited work.

EquiFlow: Equivariant Conditional Flow Matching with Optimal Transport for 3D Molecular Conformation Prediction Unresolved cited work

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-11T15:24:47.582462Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 477db58d-2337-441b-8e63-b7297930bbb9 · outbound

This paper cites G.; Hoogeboom, E.; and Welling, M.

EquiFlow: Equivariant Conditional Flow Matching with Optimal Transport for 3D Molecular Conformation Prediction G.; Hoogeboom, E.; and Welling, M

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:24:47.988804Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation ebe4dfd0-490e-4dfb-8c05-b48a5956c4bd · outbound

This paper cites an unresolved cited work.

EquiFlow: Equivariant Conditional Flow Matching with Optimal Transport for 3D Molecular Conformation Prediction Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-08-11T15:24:47.970929Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation b831f93d-30db-4fac-b31f-6c1660b146fc · outbound

This paper cites an unresolved cited work.

EquiFlow: Equivariant Conditional Flow Matching with Optimal Transport for 3D Molecular Conformation Prediction Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-08-11T15:24:47.955600Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 2116b696-9d3c-4381-af4b-95aec70e4527 · outbound

This paper cites an unresolved cited work.

EquiFlow: Equivariant Conditional Flow Matching with Optimal Transport for 3D Molecular Conformation Prediction Unresolved cited work

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-11T15:24:47.601853Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ad03550b-8e51-4211-8f3a-2d1b99f316d7 · outbound

This paper cites an unresolved cited work.

EquiFlow: Equivariant Conditional Flow Matching with Optimal Transport for 3D Molecular Conformation Prediction Unresolved cited work

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-11T15:24:47.606872Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d4055afa-4c98-4101-9360-616d9e4db185 · outbound

This paper cites an unresolved cited work.

EquiFlow: Equivariant Conditional Flow Matching with Optimal Transport for 3D Molecular Conformation Prediction Unresolved cited work

Reference 31

Resolution: unresolved; raw_fallback, observed 2026-08-11T15:24:47.919684Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation f405fda0-7faa-4e93-b6b0-7a49f54f5869 · outbound

This paper cites G.; and Turner, C.

EquiFlow: Equivariant Conditional Flow Matching with Optimal Transport for 3D Molecular Conformation Prediction G.; and Turner, C

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:24:47.907014Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 47d074b7-c920-45bf-aca3-f6f0ae0f58b2 · outbound

This paper cites G.; and Vanden-Eijnden, E.

EquiFlow: Equivariant Conditional Flow Matching with Optimal Transport for 3D Molecular Conformation Prediction G.; and Vanden-Eijnden, E

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:24:47.893718Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 93f59f28-d60e-4ba6-823d-5c0e06f13f57 · outbound

This paper cites Tensor field networks: Rotation- and translation-equivariant neural networks for 3D point clouds.

EquiFlow: Equivariant Conditional Flow Matching with Optimal Transport for 3D Molecular Conformation Prediction Tensor field networks: Rotation- and translation-equivariant neural networks for 3D point clouds

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-11T15:24:47.626770Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fd6ad715-7121-4c2d-b34c-b2ae31cbecf0 · outbound

This paper cites an unresolved cited work.

EquiFlow: Equivariant Conditional Flow Matching with Optimal Transport for 3D Molecular Conformation Prediction Unresolved cited work

Reference 35

Resolution: unresolved; raw_fallback, observed 2026-08-11T15:24:47.881205Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 23f2f55d-8c55-473b-8237-9ea1f3925152 · outbound

This paper cites an unresolved cited work.

EquiFlow: Equivariant Conditional Flow Matching with Optimal Transport for 3D Molecular Conformation Prediction Unresolved cited work

Reference 36

Resolution: unresolved; raw_fallback, observed 2026-08-11T15:24:47.865653Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation dd61e688-ee5b-475a-baec-5fc5693c85e6 · outbound

This paper cites N.; Kaiser, .; and Polosukhin, I.

EquiFlow: Equivariant Conditional Flow Matching with Optimal Transport for 3D Molecular Conformation Prediction N.; Kaiser, .; and Polosukhin, I

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-11T15:24:47.641390Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aed64272-6513-4297-a2aa-88c8bda925ba · outbound

This paper cites M.; Caldwell, J.

EquiFlow: Equivariant Conditional Flow Matching with Optimal Transport for 3D Molecular Conformation Prediction M.; Caldwell, J

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:24:47.835423Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 9fe1bf5e-4a56-4250-909e-b89616427540 · outbound

This paper cites an unresolved cited work.

EquiFlow: Equivariant Conditional Flow Matching with Optimal Transport for 3D Molecular Conformation Prediction Unresolved cited work

Reference 39

Resolution: unresolved; raw_fallback, observed 2026-08-11T15:24:47.815786Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 70a29b88-f9a6-4fa3-8354-d7969eceb67f · outbound

This paper cites an unresolved cited work.

EquiFlow: Equivariant Conditional Flow Matching with Optimal Transport for 3D Molecular Conformation Prediction Unresolved cited work

Reference 40

Resolution: unresolved; raw_fallback, observed 2026-08-11T15:24:47.798183Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 56ca79b5-809b-4953-a2d2-864681848f91 · outbound

This paper cites an unresolved cited work.

EquiFlow: Equivariant Conditional Flow Matching with Optimal Transport for 3D Molecular Conformation Prediction Unresolved cited work

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-11T15:24:47.657836Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0dba9a02-79af-4869-804f-0b3762005322 · outbound

This paper cites , " * write output.state after.block = add.period write newline.

EquiFlow: Equivariant Conditional Flow Matching with Optimal Transport for 3D Molecular Conformation Prediction , " * write output.state after.block = add.period write newline

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-11T15:24:47.661774Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 95dabe97-8da5-46c8-909a-7e11dd0bd6c5 · outbound

This paper cites write newline.

EquiFlow: Equivariant Conditional Flow Matching with Optimal Transport for 3D Molecular Conformation Prediction write newline

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-11T15:24:47.667122Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 017c7b22-c19d-4cf4-bd8b-dd32f44f855d · inbound

Feynman-Kac-Flow: Inference Steering of Conditional Flow Matching to an Energy-Tilted Posterior cites this paper.

Feynman-Kac-Flow: Inference Steering of Conditional Flow Matching to an Energy-Tilted Posterior EquiFlow: Equivariant Conditional Flow Matching with Optimal Transport for 3D Molecular Conformation Prediction

Reference 13

Resolution: verified exact; local_arxiv, observed 2026-08-05T12:35:07.359626Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.