Paper Citation Record · LEDGER

TokaMind: A Multi-Modal Transformer Foundation Model for Tokamak Plasma Dynamics

As of 12 August 2026, this Paper Citation Record lists 25 of 25 outbound references and 1 inbound Pith citation observation for arXiv:2602.15084.

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

pith.paper-citation-record.v1
2602.15084 v2

Coverage vector

measured 25 of 25 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-02T23:09:49.441103Z

measured 26 of 26 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-12T06:34:41.77262+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-13T00:59:27.096365Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-13T01:57:06.823330Z

Reference resolution

25 of 25 outbound references displayed

verified exact0
verified fuzzy0
unresolved24
parse uncertain0
malformed identifier1
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 06545a64-6bd4-4015-a9b8-c54052bc81eb · outbound

This paper cites an unresolved cited work.

TokaMind: A Multi-Modal Transformer Foundation Model for Tokamak Plasma Dynamics Unresolved cited work

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-02T23:09:46.856594Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 52b52984-4af1-4dda-b550-c72e8689f8d6 · outbound

This paper cites an unresolved cited work.

TokaMind: A Multi-Modal Transformer Foundation Model for Tokamak Plasma Dynamics Unresolved cited work

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-02T23:09:46.951855Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f6153f33-4919-4f8a-ab1c-113ca22a65a7 · outbound

This paper cites an unresolved cited work.

TokaMind: A Multi-Modal Transformer Foundation Model for Tokamak Plasma Dynamics Unresolved cited work

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-02T23:09:47.164764Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8b7955dc-5c15-422c-8f3b-3561c094a080 · outbound

This paper cites an unresolved cited work.

TokaMind: A Multi-Modal Transformer Foundation Model for Tokamak Plasma Dynamics Unresolved cited work

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-02T23:09:47.273197Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9dd9f1fa-953b-44cd-a7e6-e5255faf609b · outbound

This paper cites an unresolved cited work.

TokaMind: A Multi-Modal Transformer Foundation Model for Tokamak Plasma Dynamics Unresolved cited work

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-02T23:09:47.393674Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation da2e0dd9-85fc-4b09-a8b9-1ea108a7b0b3 · outbound

This paper cites an unresolved cited work.

TokaMind: A Multi-Modal Transformer Foundation Model for Tokamak Plasma Dynamics Unresolved cited work

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-02T23:09:47.485786Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0ca301d7-75fb-4422-9ae9-17cd5152895a · outbound

This paper cites an unresolved cited work.

TokaMind: A Multi-Modal Transformer Foundation Model for Tokamak Plasma Dynamics Unresolved cited work

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-02T23:09:47.535622Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8d6d3e29-6a39-44a2-9174-145182da158d · outbound

This paper cites an unresolved cited work.

TokaMind: A Multi-Modal Transformer Foundation Model for Tokamak Plasma Dynamics Unresolved cited work

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-02T23:09:47.617961Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fefe4243-ba21-4fbe-b43f-e40b7afd37f7 · outbound

This paper cites an unresolved cited work.

TokaMind: A Multi-Modal Transformer Foundation Model for Tokamak Plasma Dynamics Unresolved cited work

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-02T23:09:47.689898Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3a27a28b-b1b3-4aa4-94e2-64b5d6e79f22 · outbound

This paper cites an unresolved cited work.

TokaMind: A Multi-Modal Transformer Foundation Model for Tokamak Plasma Dynamics Unresolved cited work

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-02T23:09:47.760945Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c5f51c14-95e8-44c3-81e4-af02bc883b63 · outbound

This paper cites an unresolved cited work.

TokaMind: A Multi-Modal Transformer Foundation Model for Tokamak Plasma Dynamics Unresolved cited work

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-02T23:09:47.929724Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3da2f91e-53c8-45aa-ad80-ab0cbf29210e · outbound

This paper cites an unresolved cited work.

TokaMind: A Multi-Modal Transformer Foundation Model for Tokamak Plasma Dynamics Unresolved cited work

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-02T23:09:48.029548Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d71d7af5-fc53-4326-b9fa-8741694310cd · outbound

This paper cites an unresolved cited work.

TokaMind: A Multi-Modal Transformer Foundation Model for Tokamak Plasma Dynamics Unresolved cited work

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-02T23:09:48.164861Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8d6a476a-18b4-45f3-b406-09bebbcc0c8e · outbound

This paper cites an unresolved cited work.

TokaMind: A Multi-Modal Transformer Foundation Model for Tokamak Plasma Dynamics Unresolved cited work

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-02T23:09:48.326011Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5494a227-4bcb-4758-902f-8db680961d3e · outbound

This paper cites an unresolved cited work.

TokaMind: A Multi-Modal Transformer Foundation Model for Tokamak Plasma Dynamics Unresolved cited work

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-02T23:09:48.437208Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d3996421-125c-4145-a5cc-591e9c3b9da2 · outbound

This paper cites Auto-Encoding Variational Bayes.

TokaMind: A Multi-Modal Transformer Foundation Model for Tokamak Plasma Dynamics Auto-Encoding Variational Bayes

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-02T23:09:48.549016Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9dde98ff-1abe-4c39-86a0-f2a6a537a40d · outbound

This paper cites an unresolved cited work.

TokaMind: A Multi-Modal Transformer Foundation Model for Tokamak Plasma Dynamics Unresolved cited work

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-02T23:09:48.652881Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7827b8af-ded6-470e-aafd-23a1fa0ba543 · outbound

This paper cites TokaMark: A Comprehensive Benchmark for MAST Tokamak Plasma Models.

TokaMind: A Multi-Modal Transformer Foundation Model for Tokamak Plasma Dynamics TokaMark: A Comprehensive Benchmark for MAST Tokamak Plasma Models

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-02T23:09:48.751564Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4a34c9f8-22af-4ed1-b07f-b07184c949de · outbound

This paper cites an unresolved cited work.

TokaMind: A Multi-Modal Transformer Foundation Model for Tokamak Plasma Dynamics Unresolved cited work

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-02T23:09:48.888379Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation edfc9537-7d40-4f8a-a74d-c70e2d70894e · outbound

This paper cites Department of Energy.

TokaMind: A Multi-Modal Transformer Foundation Model for Tokamak Plasma Dynamics Department of Energy

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-02T23:09:49.009840Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 087104f9-701c-4ad5-baab-54057665f4ad · outbound

This paper cites an unresolved cited work.

TokaMind: A Multi-Modal Transformer Foundation Model for Tokamak Plasma Dynamics Unresolved cited work

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-02T23:09:49.159401Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1cedd7dd-191b-4663-99c8-71c3e2587485 · outbound

This paper cites an unresolved cited work.

TokaMind: A Multi-Modal Transformer Foundation Model for Tokamak Plasma Dynamics Unresolved cited work

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-02T23:09:49.309555Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9d6c5f2c-6644-49d5-93c7-46d5148bff21 · outbound

This paper cites an unresolved cited work.

TokaMind: A Multi-Modal Transformer Foundation Model for Tokamak Plasma Dynamics Unresolved cited work

Reference 23

Resolution: malformed identifier; no resolver link, observed 2026-08-02T23:09:49.441103Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4f412dfa-6958-447e-ba24-b270ec5322c9 · outbound

This paper cites Journal of Fusion Energy39, 4 (2020), 123–155.

TokaMind: A Multi-Modal Transformer Foundation Model for Tokamak Plasma Dynamics Journal of Fusion Energy39, 4 (2020), 123–155

Reference 2020

Resolution: unresolved; no resolver link, observed 2026-08-02T23:09:47.820072Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8fd5e8bb-e06e-4a6e-b42f-f72ae3e7c203 · outbound

This paper cites IEEE Transactions on Pattern Analysis and Machine Intelligence(2025).

TokaMind: A Multi-Modal Transformer Foundation Model for Tokamak Plasma Dynamics IEEE Transactions on Pattern Analysis and Machine Intelligence(2025)

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-02T23:09:47.040591Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 2e9ba10f-27ba-4414-b107-1ab254cb1494 · inbound

TokaMind for Power Grid: Cross-Domain Transfer from Fusion Plasma cites this paper.

TokaMind for Power Grid: Cross-Domain Transfer from Fusion Plasma TokaMind: A Multi-Modal Transformer Foundation Model for Tokamak Plasma Dynamics

Reference 1

Resolution: verified exact; arxiv_id, observed 2026-06-08T02:04:46.212391Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.