Paper Citation Record · LEDGER

Millisecond-Scale Neural Operator Surrogates for Double-Null Free-Boundary Grad-Shafranov Equilibria

As of 13 August 2026, this Paper Citation Record lists 48 of 48 outbound references and 0 inbound Pith citation observations for arXiv:2608.05555.

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

pith.paper-citation-record.v1
2608.05555 v1

Coverage vector

measured 48 of 48 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-08T11:05:09.405358Z

measured 48 of 48 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-13T06:32:02.005865+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

48 of 48 outbound references displayed

verified exact3
verified fuzzy22
unresolved22
parse uncertain0
malformed identifier0
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation af35693a-bfe8-4eec-9192-28c5ab1973f1 · outbound

This paper cites and Rubin, H.

Millisecond-Scale Neural Operator Surrogates for Double-Null Free-Boundary Grad-Shafranov Equilibria and Rubin, H

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T11:05:10.173329Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 4a07ad10-5683-4779-b3bd-739da9924478 · outbound

This paper cites an unresolved cited work.

Millisecond-Scale Neural Operator Surrogates for Double-Null Free-Boundary Grad-Shafranov Equilibria Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-08T11:05:10.157382Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation a4e0e22e-efbe-4842-9820-d080d342d500 · outbound

This paper cites 2011 , isbn =.

Millisecond-Scale Neural Operator Surrogates for Double-Null Free-Boundary Grad-Shafranov Equilibria 2011 , isbn =

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T11:05:10.141866Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation ed5ae7b5-79dd-403b-9d25-dd79ed3b4cfe · outbound

This paper cites an unresolved cited work.

Millisecond-Scale Neural Operator Surrogates for Double-Null Free-Boundary Grad-Shafranov Equilibria Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-08T11:05:10.125087Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation c49b74e7-9de2-4245-aa68-eabe4c15f48a · outbound

This paper cites and Liang, Jiaxing and S.

Millisecond-Scale Neural Operator Surrogates for Double-Null Free-Boundary Grad-Shafranov Equilibria and Liang, Jiaxing and S

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T11:05:10.108293Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 252323c8-9c07-4c4a-ba33-850f2a61ef20 · outbound

This paper cites an unresolved cited work.

Millisecond-Scale Neural Operator Surrogates for Double-Null Free-Boundary Grad-Shafranov Equilibria Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-08T11:05:10.092480Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation e6a8c4c8-32c6-44d0-ba7e-d161f993db32 · outbound

This paper cites an unresolved cited work.

Millisecond-Scale Neural Operator Surrogates for Double-Null Free-Boundary Grad-Shafranov Equilibria Unresolved cited work

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-08T11:05:09.212677Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 00ba8fde-36e4-47b8-bb98-a41e4b380694 · outbound

This paper cites Ferron and M.L.

Millisecond-Scale Neural Operator Surrogates for Double-Null Free-Boundary Grad-Shafranov Equilibria Ferron and M.L

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-08T11:05:09.217567Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f43fa878-1903-4347-bd56-ac6d9f6f3d9b · outbound

This paper cites Moret and B.P.

Millisecond-Scale Neural Operator Surrogates for Double-Null Free-Boundary Grad-Shafranov Equilibria Moret and B.P

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-08T11:05:09.222353Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 47fabc0b-cccd-4686-a0e0-1fcbb3f5c846 · outbound

This paper cites and FreeGS contributors , title =.

Millisecond-Scale Neural Operator Surrogates for Double-Null Free-Boundary Grad-Shafranov Equilibria and FreeGS contributors , title =

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T11:05:10.077540Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation f2ac3366-5f9b-48c8-95a5-573bbeb5b03d · outbound

This paper cites 2026 , eprint=.

Millisecond-Scale Neural Operator Surrogates for Double-Null Free-Boundary Grad-Shafranov Equilibria 2026 , eprint=

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T11:05:10.062070Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation ba302a5d-265e-4626-8aa3-aa46176c237e · outbound

This paper cites 2026 , eprint=.

Millisecond-Scale Neural Operator Surrogates for Double-Null Free-Boundary Grad-Shafranov Equilibria 2026 , eprint=

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T11:05:10.046255Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation d13f0e27-9211-4702-afa3-1eca094caeb1 · outbound

This paper cites Journal of Machine Learning Research , year =.

Millisecond-Scale Neural Operator Surrogates for Double-Null Free-Boundary Grad-Shafranov Equilibria Journal of Machine Learning Research , year =

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-08T11:05:09.242114Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8009f556-28d7-4afc-b6f9-b919fbaa8f1e · outbound

This paper cites Nature Machine Intelligence , volume =.

Millisecond-Scale Neural Operator Surrogates for Double-Null Free-Boundary Grad-Shafranov Equilibria Nature Machine Intelligence , volume =

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-08T11:05:09.246897Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e57109f0-acb4-4c61-a45a-25223b50c0b0 · outbound

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

Millisecond-Scale Neural Operator Surrogates for Double-Null Free-Boundary Grad-Shafranov Equilibria International Conference on Learning Representations , year =

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-08T11:05:09.251350Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 231840d4-d2c0-4d18-aa0c-d8714cb75b05 · outbound

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

Millisecond-Scale Neural Operator Surrogates for Double-Null Free-Boundary Grad-Shafranov Equilibria Advances in Neural Information Processing Systems , volume=

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-08T11:05:09.255968Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 22da3d59-c38e-4797-bff4-53c8524a5f11 · outbound

This paper cites ACM / IMS J.

Millisecond-Scale Neural Operator Surrogates for Double-Null Free-Boundary Grad-Shafranov Equilibria ACM / IMS J

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-08T11:05:09.260524Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a22c4944-0c6d-4eb4-9bbe-ed29d9685785 · outbound

This paper cites and Svyatkovskiy, A.

Millisecond-Scale Neural Operator Surrogates for Double-Null Free-Boundary Grad-Shafranov Equilibria and Svyatkovskiy, A

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T11:05:09.990264Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 4050a878-375c-4432-910f-b334e4a085b9 · outbound

This paper cites Nature , volume =.

Millisecond-Scale Neural Operator Surrogates for Double-Null Free-Boundary Grad-Shafranov Equilibria Nature , volume =

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T11:05:09.975308Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation a7d256e7-dc87-4c5f-bdaf-e93617951319 · outbound

This paper cites and Kim, B.

Millisecond-Scale Neural Operator Surrogates for Double-Null Free-Boundary Grad-Shafranov Equilibria and Kim, B

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-08T11:05:09.275132Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2ac7133f-b9a2-4631-a41c-1dca2423a3f8 · outbound

This paper cites Highest Fusion Performance without Harmful Edge Energy Bursts in Tokamak.

Millisecond-Scale Neural Operator Surrogates for Double-Null Free-Boundary Grad-Shafranov Equilibria Highest Fusion Performance without Harmful Edge Energy Bursts in Tokamak

Reference 21

Resolution: metadata mismatch; local_arxiv, observed 2026-08-08T11:05:09.645328Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation db75fb27-19ad-490c-a209-213805e37bd4 · outbound

This paper cites and Rea, Cristina and So, Oswin and Dawson, Charles and Garnier, Darren T.

Millisecond-Scale Neural Operator Surrogates for Double-Null Free-Boundary Grad-Shafranov Equilibria and Rea, Cristina and So, Oswin and Dawson, Charles and Garnier, Darren T

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T11:05:09.959484Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 3e9a45a2-f365-4560-b3d0-f2d315310e84 · outbound

This paper cites Learning Plasma Dynamics and Robust Rampdown Trajectories with Predict-First Experiments at TCV.

Millisecond-Scale Neural Operator Surrogates for Double-Null Free-Boundary Grad-Shafranov Equilibria Learning Plasma Dynamics and Robust Rampdown Trajectories with Predict-First Experiments at TCV

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-08T11:05:09.290260Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 87fec1f1-cc0d-486b-a63a-387e610e1339 · outbound

This paper cites Communications Physics , volume =.

Millisecond-Scale Neural Operator Surrogates for Double-Null Free-Boundary Grad-Shafranov Equilibria Communications Physics , volume =

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T11:05:09.943675Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 68359742-1d3e-436b-aba3-8f2e008de948 · outbound

This paper cites an unresolved cited work.

Millisecond-Scale Neural Operator Surrogates for Double-Null Free-Boundary Grad-Shafranov Equilibria Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-08T11:05:09.926514Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation c729afd9-a12b-4b62-ab0c-2c87342c99c4 · outbound

This paper cites and Montes, K.

Millisecond-Scale Neural Operator Surrogates for Double-Null Free-Boundary Grad-Shafranov Equilibria and Montes, K

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T11:05:09.907809Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation ba6c15c9-3016-4916-a049-2369f1be7121 · outbound

This paper cites and Pau, A.

Millisecond-Scale Neural Operator Surrogates for Double-Null Free-Boundary Grad-Shafranov Equilibria and Pau, A

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T11:05:09.890921Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 92e21b50-1ab9-4594-83bc-0891746ffbf5 · outbound

This paper cites Communications Physics , volume =.

Millisecond-Scale Neural Operator Surrogates for Double-Null Free-Boundary Grad-Shafranov Equilibria Communications Physics , volume =

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T11:05:09.875750Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 42556656-4143-4d33-8b5b-7bdf74b290cb · outbound

This paper cites Contributions to Plasma Physics , volume =.

Millisecond-Scale Neural Operator Surrogates for Double-Null Free-Boundary Grad-Shafranov Equilibria Contributions to Plasma Physics , volume =

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T11:05:09.861241Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 018cb4cd-31b9-4da1-a92e-f34025abe2bd · outbound

This paper cites Journal of Fusion Energy , volume =.

Millisecond-Scale Neural Operator Surrogates for Double-Null Free-Boundary Grad-Shafranov Equilibria Journal of Fusion Energy , volume =

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T11:05:09.846626Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 1c4f8b7d-c692-44cd-83db-7a1ba44790e8 · outbound

This paper cites and Smith, S.P.

Millisecond-Scale Neural Operator Surrogates for Double-Null Free-Boundary Grad-Shafranov Equilibria and Smith, S.P

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-08T11:05:09.328918Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 87b60157-56c1-4e4d-a25c-da3bbc428fef · outbound

This paper cites an unresolved cited work.

Millisecond-Scale Neural Operator Surrogates for Double-Null Free-Boundary Grad-Shafranov Equilibria Unresolved cited work

Reference 32

Resolution: unresolved; raw_fallback, observed 2026-08-08T11:05:09.831358Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 4fbc1c05-0bc8-4a16-b5f8-44a6e6ac88f5 · outbound

This paper cites and Perdikaris, P.

Millisecond-Scale Neural Operator Surrogates for Double-Null Free-Boundary Grad-Shafranov Equilibria and Perdikaris, P

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-08T11:05:09.338250Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6661fda2-a7dd-4c37-8aff-7de181443a2e · outbound

This paper cites and Gaur, Rahul and Pan, Shaowu and Landreman, Matt and Dorland, William , title =.

Millisecond-Scale Neural Operator Surrogates for Double-Null Free-Boundary Grad-Shafranov Equilibria and Gaur, Rahul and Pan, Shaowu and Landreman, Matt and Dorland, William , title =

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T11:05:09.806246Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation c0b0924d-a592-4569-bb79-5484ef2b2096 · outbound

This paper cites and Kim, I.

Millisecond-Scale Neural Operator Surrogates for Double-Null Free-Boundary Grad-Shafranov Equilibria and Kim, I

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T11:05:09.791518Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation fb94b2d9-ee61-464f-a4a8-8802689409a4 · outbound

This paper cites an unresolved cited work.

Millisecond-Scale Neural Operator Surrogates for Double-Null Free-Boundary Grad-Shafranov Equilibria Unresolved cited work

Reference 36

Resolution: unresolved; raw_fallback, observed 2026-08-08T11:05:09.776883Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 18777e9a-a4f4-4683-a1f1-e91cea10a9fd · outbound

This paper cites and Kim, Jaewook and Kwak, Sehyun and Kwon, Daeho and Sung, C.

Millisecond-Scale Neural Operator Surrogates for Double-Null Free-Boundary Grad-Shafranov Equilibria and Kim, Jaewook and Kwak, Sehyun and Kwon, Daeho and Sung, C

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T11:05:09.762975Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation b12bbe8c-eb37-4bec-bcee-65ec38b848fa · outbound

This paper cites AIP Advances , volume =.

Millisecond-Scale Neural Operator Surrogates for Double-Null Free-Boundary Grad-Shafranov Equilibria AIP Advances , volume =

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T11:05:09.747885Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 561d3289-9854-469a-9136-b6eaa9de5a9d · outbound

This paper cites an unresolved cited work.

Millisecond-Scale Neural Operator Surrogates for Double-Null Free-Boundary Grad-Shafranov Equilibria Unresolved cited work

Reference 39

Resolution: unresolved; raw_fallback, observed 2026-08-08T11:05:09.732670Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 789b3f3e-5e1a-460e-9a0e-6c7c9d9c7e76 · outbound

This paper cites Nuclear Fusion , volume =.

Millisecond-Scale Neural Operator Surrogates for Double-Null Free-Boundary Grad-Shafranov Equilibria Nuclear Fusion , volume =

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T11:05:09.717297Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 5a561fa0-fa59-441e-b621-0ccfcf368332 · outbound

This paper cites Nuclear Fusion , volume =.

Millisecond-Scale Neural Operator Surrogates for Double-Null Free-Boundary Grad-Shafranov Equilibria Nuclear Fusion , volume =

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T11:05:09.701839Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation e21dd922-2b04-4ca6-bf1b-0908dd695b18 · outbound

This paper cites and Hutter, F.

Millisecond-Scale Neural Operator Surrogates for Double-Null Free-Boundary Grad-Shafranov Equilibria and Hutter, F

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T11:05:09.686518Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation c6e9ee75-3ad7-4485-8116-5da9c50234ec · outbound

This paper cites and Sabbagh, S.A.

Millisecond-Scale Neural Operator Surrogates for Double-Null Free-Boundary Grad-Shafranov Equilibria and Sabbagh, S.A

Reference 43

Resolution: verified exact; doi, observed 2026-08-08T11:05:09.471020Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation b000f53b-98ea-4726-9e0f-1bf418ea3e43 · outbound

This paper cites Plasma Science and Technology , abstract =.

Millisecond-Scale Neural Operator Surrogates for Double-Null Free-Boundary Grad-Shafranov Equilibria Plasma Science and Technology , abstract =

Reference 44

Resolution: verified exact; doi, observed 2026-08-08T11:05:09.454926Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 664a56d7-2d2f-42e6-90dd-557da9829b50 · outbound

This paper cites and Adebayo-Ige, P.O.

Millisecond-Scale Neural Operator Surrogates for Double-Null Free-Boundary Grad-Shafranov Equilibria and Adebayo-Ige, P.O

Reference 45

Resolution: verified exact; doi, observed 2026-08-08T11:05:09.671282Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 3b28ef77-e70d-4d99-9f56-ee0e077f014a · outbound

This paper cites Carpanese and M.

Millisecond-Scale Neural Operator Surrogates for Double-Null Free-Boundary Grad-Shafranov Equilibria Carpanese and M

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-08T11:05:09.396261Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3ec3dbfc-8155-4d0b-afd8-a2834827b1af · outbound

This paper cites and Campbell, D.J.

Millisecond-Scale Neural Operator Surrogates for Double-Null Free-Boundary Grad-Shafranov Equilibria and Campbell, D.J

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-08T11:05:09.400800Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0f246526-bae6-4ddb-9baf-639546cf99f7 · outbound

This paper cites Journal of Plasma Physics , keywords =.

Millisecond-Scale Neural Operator Surrogates for Double-Null Free-Boundary Grad-Shafranov Equilibria Journal of Plasma Physics , keywords =

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-08T11:05:09.405358Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.