Paper Citation Record · LEDGER

Predicting Atomistic Transitions with Transformers

As of 31 July 2026, this Paper Citation Record lists 31 of 31 outbound references and 0 inbound Pith citation observations for arXiv:2603.06526.

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

pith.paper-citation-record.v1
2603.06526 v2

Coverage vector

measured 31 of 31 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-15T16:15:19.418132Z

measured 31 of 31 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-07-31T06:34:12.847434+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

31 of 31 outbound references displayed

verified exact4
verified fuzzy13
unresolved14
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 832ef10e-1a94-4929-807f-0203c4338a5b · outbound

This paper cites Perez, T.

Predicting Atomistic Transitions with Transformers Perez, T

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-05-15T16:16:15.252111Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-31T06:34:12.847434+00:00.

Observation 0f5a5487-f240-4811-a039-9cb9cdfc2231 · outbound

This paper cites Domain, C.

Predicting Atomistic Transitions with Transformers Domain, C

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-05-15T16:16:15.320678Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-31T06:34:12.847434+00:00.

Observation 25c9d541-757f-4376-9b21-6384d8bb0e00 · outbound

This paper cites an unresolved cited work.

Predicting Atomistic Transitions with Transformers Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-05-15T16:16:15.261690Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-31T06:34:12.847434+00:00.

Observation 7d99b31a-56da-42c5-8ac4-4a22173a383a · outbound

This paper cites an unresolved cited work.

Predicting Atomistic Transitions with Transformers Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-05-15T16:16:15.316044Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-31T06:34:12.847434+00:00.

Observation d637e046-80bd-426b-8e01-80cfa9f0d51f · outbound

This paper cites Perez, B.

Predicting Atomistic Transitions with Transformers Perez, B

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-05-15T16:16:15.271156Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-31T06:34:12.847434+00:00.

Observation 2b657055-bcb2-4fa8-b7e6-917b3e127923 · outbound

This paper cites Perez and T.

Predicting Atomistic Transitions with Transformers Perez and T

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-05-15T16:16:15.246845Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-31T06:34:12.847434+00:00.

Observation 421a35a1-2216-48d9-8383-1a0679220045 · outbound

This paper cites an unresolved cited work.

Predicting Atomistic Transitions with Transformers Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-05-15T16:16:15.266571Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-31T06:34:12.847434+00:00.

Observation a2795113-42f0-4399-b2a4-20916ce37aa7 · outbound

This paper cites Schnabel, T.

Predicting Atomistic Transitions with Transformers Schnabel, T

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-05-15T16:16:15.369707Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-31T06:34:12.847434+00:00.

Observation 6f0cccce-104f-458b-834f-8b126b2009de · outbound

This paper cites Huang, L.-T.

Predicting Atomistic Transitions with Transformers Huang, L.-T

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-05-15T16:16:15.304766Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-31T06:34:12.847434+00:00.

Observation 065a21b0-76f1-459d-b72a-d6f7e51b601d · outbound

This paper cites Huang, Y.

Predicting Atomistic Transitions with Transformers Huang, Y

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-05-15T16:16:15.356208Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-31T06:34:12.847434+00:00.

Observation 9f742a96-d0ce-4c27-b953-341f29638c04 · outbound

This paper cites Baletto and R.

Predicting Atomistic Transitions with Transformers Baletto and R

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-05-15T16:16:15.276193Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-31T06:34:12.847434+00:00.

Observation f8f31845-e9c5-498e-8299-a3726f73e319 · outbound

This paper cites Lam et al.

Predicting Atomistic Transitions with Transformers Lam et al

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-05-15T16:16:15.330057Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-31T06:34:12.847434+00:00.

Observation 6d2eedd6-fce6-413c-afd6-9c009163f051 · outbound

This paper cites an unresolved cited work.

Predicting Atomistic Transitions with Transformers Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-05-15T16:16:15.338723Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-31T06:34:12.847434+00:00.

Observation f4b69383-f549-4491-ad4e-d50c8b2fa6c6 · outbound

This paper cites an unresolved cited work.

Predicting Atomistic Transitions with Transformers Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-05-15T16:16:15.300491Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-31T06:34:12.847434+00:00.

Observation 11825d26-4db3-405c-a7cf-443fc97cecb8 · outbound

This paper cites an unresolved cited work.

Predicting Atomistic Transitions with Transformers Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-05-15T16:16:15.291125Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-31T06:34:12.847434+00:00.

Observation b155a095-2573-4786-a752-4239037d9763 · outbound

This paper cites an unresolved cited work.

Predicting Atomistic Transitions with Transformers Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-05-15T16:16:15.325531Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-31T06:34:12.847434+00:00.

Observation 694ea9b7-d9b5-42c0-a68e-94d322d36f94 · outbound

This paper cites Neural Ordinary Differential Equations for Model Order Reduction of Stiff Systems.

Predicting Atomistic Transitions with Transformers Neural Ordinary Differential Equations for Model Order Reduction of Stiff Systems

Reference 17

Resolution: verified exact; arxiv_id, observed 2026-05-15T16:16:15.032688Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-31T06:34:12.847434+00:00.

Observation 2c6f4421-94e6-4bc7-93ab-f393fbedbebb · outbound

This paper cites Alvarez Loya, D.

Predicting Atomistic Transitions with Transformers Alvarez Loya, D

Reference 18

Resolution: verified exact; arxiv_id, observed 2026-05-15T16:16:14.723765Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-31T06:34:12.847434+00:00.

Observation ca5c90f8-1f31-4332-b5a4-6ec40cd78552 · outbound

This paper cites Vaswani, N.

Predicting Atomistic Transitions with Transformers Vaswani, N

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-05-15T16:16:15.351935Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-31T06:34:12.847434+00:00.

Observation bb5a2252-cf7a-43c2-86db-37df948962ff · outbound

This paper cites Attention Is All You Need.

Predicting Atomistic Transitions with Transformers Attention Is All You Need

Reference 20

Resolution: verified exact; local_arxiv, observed 2026-05-15T16:16:15.016906Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-31T06:34:12.847434+00:00.

Observation 314ebe5f-bd8a-41dc-928c-e6b56d291908 · outbound

This paper cites an unresolved cited work.

Predicting Atomistic Transitions with Transformers Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-05-15T16:16:15.295770Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-31T06:34:12.847434+00:00.

Observation 77d5158f-b882-440a-9bd0-d5c38cb23b0b · outbound

This paper cites Jonsson, G.

Predicting Atomistic Transitions with Transformers Jonsson, G

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-05-15T16:16:15.310343Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-31T06:34:12.847434+00:00.

Observation 4ac44d51-60ea-4c72-abe9-16602c7a1bba · outbound

This paper cites Perez, E.

Predicting Atomistic Transitions with Transformers Perez, E

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-05-15T16:16:15.361140Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-31T06:34:12.847434+00:00.

Observation 1505431e-ff07-4797-bd0a-2b32078a03e3 · outbound

This paper cites an unresolved cited work.

Predicting Atomistic Transitions with Transformers Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-05-15T16:16:15.347864Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-31T06:34:12.847434+00:00.

Observation 8555573c-b5c1-445d-959b-00e601971d52 · outbound

This paper cites an unresolved cited work.

Predicting Atomistic Transitions with Transformers Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-05-15T16:16:15.334472Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-31T06:34:12.847434+00:00.

Observation 726ac2d3-a33f-441a-979c-dd504008cc82 · outbound

This paper cites an unresolved cited work.

Predicting Atomistic Transitions with Transformers Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-05-15T16:16:15.342753Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-31T06:34:12.847434+00:00.

Observation 04222368-85c4-44f1-b9f8-ad25674c072b · outbound

This paper cites an unresolved cited work.

Predicting Atomistic Transitions with Transformers Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-05-15T16:16:15.365465Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-31T06:34:12.847434+00:00.

Observation 9b0f784b-7cbe-478c-b1af-77673e09e752 · outbound

This paper cites an unresolved cited work.

Predicting Atomistic Transitions with Transformers Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-05-15T16:16:15.256981Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-31T06:34:12.847434+00:00.

Observation e2571dc0-6edc-41f8-a02e-49efc53b5070 · outbound

This paper cites Biewald, Experiment tracking with weights and biases (2020), software available from wandb.com.

Predicting Atomistic Transitions with Transformers Biewald, Experiment tracking with weights and biases (2020), software available from wandb.com

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-05-15T16:16:15.286246Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-31T06:34:12.847434+00:00.

Observation 1e3623e5-f085-409d-a53c-d8d8996fbbed · outbound

This paper cites Adam: A Method for Stochastic Optimization.

Predicting Atomistic Transitions with Transformers Adam: A Method for Stochastic Optimization

Reference 30

Resolution: verified exact; local_arxiv, observed 2026-05-15T16:16:15.024519Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-31T06:34:12.847434+00:00.

Observation d2249fb0-9978-451a-946c-ff4d76b079df · outbound

This paper cites an unresolved cited work.

Predicting Atomistic Transitions with Transformers Unresolved cited work

Reference 31

Resolution: unresolved; raw_fallback, observed 2026-05-15T16:16:15.280953Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-31T06:34:12.847434+00:00.

Pith citing papers

No inbound Pith citation observations are available.