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Paper Citation Record · LEDGER

Cycle-Consistent and Uncertainty-Aware Neural Surrogates for Tokamak Edge Plasmas

As of 11 August 2026, this Paper Citation Record lists 45 of 45 outbound references and 0 inbound Pith citation observations for arXiv:2607.21407.

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

pith.paper-citation-record.v1
2607.21407 v1

Coverage vector

measured 45 of 45 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-01T07:35:52.849568Z

measured 45 of 45 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 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

45 of 45 outbound references displayed

  • verified exact5
  • verified fuzzy0
  • unresolved30
  • parse uncertain0
  • malformed identifier10
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation d3500f00-58dd-4749-a2fa-b58ae97620c1 · outbound

This paper cites Wigley, P.

Cycle-Consistent and Uncertainty-Aware Neural Surrogates for Tokamak Edge Plasmas Wigley, P

Reference 1

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Observation 948cdeea-8f0b-44b8-9e9f-92318c837c8b · outbound

This paper cites Scheinker, S.

Cycle-Consistent and Uncertainty-Aware Neural Surrogates for Tokamak Edge Plasmas Scheinker, S

Reference 2

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Observation 2f9762a6-0aae-49c8-9e1c-0f682474583c · outbound

This paper cites Noack, K.

Cycle-Consistent and Uncertainty-Aware Neural Surrogates for Tokamak Edge Plasmas Noack, K

Reference 3

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Observation 8dc4756a-d323-41c6-9e0a-9c895c12d10b · outbound

This paper cites an unresolved cited work.

Cycle-Consistent and Uncertainty-Aware Neural Surrogates for Tokamak Edge Plasmas Unresolved cited work

Reference 4

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Observation 129ea983-4220-4a8f-8f03-b4e02daa23ef · outbound

This paper cites Schneider, X.

Cycle-Consistent and Uncertainty-Aware Neural Surrogates for Tokamak Edge Plasmas Schneider, X

Reference 5

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Observation 3af8ccb3-c007-47a1-b7b3-ec4340286081 · outbound

This paper cites an unresolved cited work.

Cycle-Consistent and Uncertainty-Aware Neural Surrogates for Tokamak Edge Plasmas Unresolved cited work

Reference 6

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source=pdf_text observed=2026-08-01T07:35:47.744289Z digest=sha256:45b766de168d090773101700ce560dc39dcc852afc7a97113ec6e05e70279906

Observation 30c6c4e9-9105-427d-baee-27c13e2bddf5 · outbound

This paper cites Reiter, M.

Cycle-Consistent and Uncertainty-Aware Neural Surrogates for Tokamak Edge Plasmas Reiter, M

Reference 7

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Observation d4c2d4e3-0779-4495-81c6-bf3794cdff7a · outbound

This paper cites Kates-Harbeck, A.

Cycle-Consistent and Uncertainty-Aware Neural Surrogates for Tokamak Edge Plasmas Kates-Harbeck, A

Reference 8

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source=pdf_text observed=2026-08-01T07:35:48.099267Z digest=sha256:e8ad941fd8126eb4cf5c7ead1498007198aeaae9f4f8e1bf8c4830d6674b8d7f

Observation 2f199e9a-ffb3-4b3d-8a35-911bd4a92f25 · outbound

This paper cites an unresolved cited work.

Cycle-Consistent and Uncertainty-Aware Neural Surrogates for Tokamak Edge Plasmas Unresolved cited work

Reference 9

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source=pdf_text observed=2026-08-01T07:35:48.226832Z digest=sha256:86d5edb3ff5858baf5a37ad9b74bbb8929bc03e292617f9e70cf34cb7746335d

Observation d0436b65-b305-4f32-a1e3-067804327a75 · outbound

This paper cites U-Net: Convolutional Networks for Biomedical Image Segmentation.

Cycle-Consistent and Uncertainty-Aware Neural Surrogates for Tokamak Edge Plasmas U-Net: Convolutional Networks for Biomedical Image Segmentation

Reference 10

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Observation bf9d8252-ddfc-483b-b82c-6d7386424393 · outbound

This paper cites NN forward.

Cycle-Consistent and Uncertainty-Aware Neural Surrogates for Tokamak Edge Plasmas NN forward

Reference 11

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Observation dfc1e95d-3ac0-4910-93f4-7a03c083d94b · outbound

This paper cites an unresolved cited work.

Cycle-Consistent and Uncertainty-Aware Neural Surrogates for Tokamak Edge Plasmas Unresolved cited work

Reference 12

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source=pdf_text observed=2026-08-01T07:35:48.651097Z digest=sha256:f1a6e4f2484d1ac300e66cf9371cd0ce1ea4d50a5f35e6f0f3ef36fbaa94106a

Observation 633e5aa8-0a2f-4087-9540-29cd81483f38 · outbound

This paper cites AI-Machine Learning-Enabled Tokamak Digital Twin.

Cycle-Consistent and Uncertainty-Aware Neural Surrogates for Tokamak Edge Plasmas AI-Machine Learning-Enabled Tokamak Digital Twin

Reference 13

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source=pdf_text observed=2026-08-01T07:35:48.779292Z digest=sha256:79ca2d957d1f0ec79c93935cabf8bdf7b88a13e9fd0ff7d48be4c2e622e9980b

Observation 968b464f-8393-43f8-8c28-d679c0132cc6 · outbound

This paper cites Willcox, B.

Cycle-Consistent and Uncertainty-Aware Neural Surrogates for Tokamak Edge Plasmas Willcox, B

Reference 14

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Observation 43d47886-f726-4c4d-8367-04b47628f8f3 · outbound

This paper cites an unresolved cited work.

Cycle-Consistent and Uncertainty-Aware Neural Surrogates for Tokamak Edge Plasmas Unresolved cited work

Reference 15

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Observation 473a06c3-99a6-4f5b-8a05-6603e8e2db50 · outbound

This paper cites Efficient Learning of Accurate Surrogates for Simulations of Complex Systems.

Cycle-Consistent and Uncertainty-Aware Neural Surrogates for Tokamak Edge Plasmas Efficient Learning of Accurate Surrogates for Simulations of Complex Systems

Reference 16

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Observation 5246af55-39ab-4412-a6ab-a4bb1571e37c · outbound

This paper cites Wiesen, D.

Cycle-Consistent and Uncertainty-Aware Neural Surrogates for Tokamak Edge Plasmas Wiesen, D

Reference 17

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Observation 216e8d78-8852-477a-acc6-d64616868917 · outbound

This paper cites Reiter, M.

Cycle-Consistent and Uncertainty-Aware Neural Surrogates for Tokamak Edge Plasmas Reiter, M

Reference 18

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Observation 9f733f7e-c364-422b-b993-43cdda0e4e13 · outbound

This paper cites an unresolved cited work.

Cycle-Consistent and Uncertainty-Aware Neural Surrogates for Tokamak Edge Plasmas Unresolved cited work

Reference 19

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Observation 700e8cc7-67a9-49f6-87d6-7bf78ed216b8 · outbound

This paper cites an unresolved cited work.

Cycle-Consistent and Uncertainty-Aware Neural Surrogates for Tokamak Edge Plasmas Unresolved cited work

Reference 20

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Observation 0f2e6788-9158-4d63-85a5-d0bece46c8e4 · outbound

This paper cites Dasbach, S.

Cycle-Consistent and Uncertainty-Aware Neural Surrogates for Tokamak Edge Plasmas Dasbach, S

Reference 22

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Observation d91374db-81a4-4aea-a4f2-b8eb2bcb85c1 · outbound

This paper cites Dasbach, A.

Cycle-Consistent and Uncertainty-Aware Neural Surrogates for Tokamak Edge Plasmas Dasbach, A

Reference 23

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Observation bb535084-87e8-4583-8b8c-07367dd52b84 · outbound

This paper cites an unresolved cited work.

Cycle-Consistent and Uncertainty-Aware Neural Surrogates for Tokamak Edge Plasmas Unresolved cited work

Reference 24

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Observation d5cad977-ec55-4616-b565-2d7ee23e7f32 · outbound

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Cycle-Consistent and Uncertainty-Aware Neural Surrogates for Tokamak Edge Plasmas Unresolved cited work

Reference 25

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Observation 9757ab24-cee9-45eb-ac6e-eac912979b48 · outbound

This paper cites Bentley, Multidimensional binary search trees used for associative searching, Communications of the ACM 18 (9) (1975) 509–517.doi:http://dx.doi.

Cycle-Consistent and Uncertainty-Aware Neural Surrogates for Tokamak Edge Plasmas Bentley, Multidimensional binary search trees used for associative searching, Communications of the ACM 18 (9) (1975) 509–517.doi:http://dx.doi

Reference 26

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Observation 521aadbb-06e1-483e-855c-d337bd7d89c7 · outbound

This paper cites Krizhevsky, I.

Cycle-Consistent and Uncertainty-Aware Neural Surrogates for Tokamak Edge Plasmas Krizhevsky, I

Reference 27

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Observation a612b0fa-e561-4af7-bf49-9cb613ea85f0 · outbound

This paper cites Howard, W.

Cycle-Consistent and Uncertainty-Aware Neural Surrogates for Tokamak Edge Plasmas Howard, W

Reference 28

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Observation dcb8c13a-ff06-4e3d-ab6f-48e0fee44b1d · outbound

This paper cites FiLM: Visual Reasoning with a General Conditioning Layer.

Cycle-Consistent and Uncertainty-Aware Neural Surrogates for Tokamak Edge Plasmas FiLM: Visual Reasoning with a General Conditioning Layer

Reference 29

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Observation 17f8d259-ef36-4cd1-9bbc-056920ee4ede · outbound

This paper cites Adam: A Method for Stochastic Optimization.

Cycle-Consistent and Uncertainty-Aware Neural Surrogates for Tokamak Edge Plasmas Adam: A Method for Stochastic Optimization

Reference 30

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Observation b01ed449-a63c-45cc-b535-638b3693e39c · outbound

This paper cites PyTorch: An Imperative Style, High-Performance Deep Learning Library.

Cycle-Consistent and Uncertainty-Aware Neural Surrogates for Tokamak Edge Plasmas PyTorch: An Imperative Style, High-Performance Deep Learning Library

Reference 31

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Observation 16d92d2c-3513-4d01-9781-dc09287b2d2f · outbound

This paper cites Transfer Learning as a Tool for Reducing Simula- tion Bias: Application to Inertial Confinement Fu- sion.

Cycle-Consistent and Uncertainty-Aware Neural Surrogates for Tokamak Edge Plasmas Transfer Learning as a Tool for Reducing Simula- tion Bias: Application to Inertial Confinement Fu- sion

Reference 32

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Observation 9f59bef6-3d2c-4094-b134-af67def82c73 · outbound

This paper cites Anirudh, J.

Cycle-Consistent and Uncertainty-Aware Neural Surrogates for Tokamak Edge Plasmas Anirudh, J

Reference 33

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Observation 1e63cde6-76ea-415c-ac8d-f87fa87ba8b0 · outbound

This paper cites an unresolved cited work.

Cycle-Consistent and Uncertainty-Aware Neural Surrogates for Tokamak Edge Plasmas Unresolved cited work

Reference 34

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Observation 321ee717-000c-414f-8df4-4e4595fc12f3 · outbound

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Cycle-Consistent and Uncertainty-Aware Neural Surrogates for Tokamak Edge Plasmas Unresolved cited work

Reference 35

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Observation b3bbbf12-4abd-4d79-8a04-34597d5f209a · outbound

This paper cites an unresolved cited work.

Cycle-Consistent and Uncertainty-Aware Neural Surrogates for Tokamak Edge Plasmas Unresolved cited work

Reference 36

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Observation 65d76d81-a47c-427c-9810-97cb9ab5cc76 · outbound

This paper cites Roussel, A.

Cycle-Consistent and Uncertainty-Aware Neural Surrogates for Tokamak Edge Plasmas Roussel, A

Reference 37

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Observation 672118dd-cea9-4b23-b8eb-859dde900734 · outbound

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Cycle-Consistent and Uncertainty-Aware Neural Surrogates for Tokamak Edge Plasmas Unresolved cited work

Reference 38

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Observation 84f29bc4-d1ad-47de-8d9b-75ad288aa7db · outbound

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Cycle-Consistent and Uncertainty-Aware Neural Surrogates for Tokamak Edge Plasmas Unresolved cited work

Reference 39

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Observation d6bfd52d-cecd-4a4b-891a-69d0d5b01c7e · outbound

This paper cites an unresolved cited work.

Cycle-Consistent and Uncertainty-Aware Neural Surrogates for Tokamak Edge Plasmas Unresolved cited work

Reference 40

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Observation a5d6fdf0-5d44-4b2d-afa6-34bb68fb81fc · outbound

This paper cites an unresolved cited work.

Cycle-Consistent and Uncertainty-Aware Neural Surrogates for Tokamak Edge Plasmas Unresolved cited work

Reference 41

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no resolver link, observed 2026-08-01T07:35:52.237414Z

Source-reported events for the cited work

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Observation b679e63f-c898-4b9d-bb20-d7f448744412 · outbound

This paper cites Frenkel, B.

Cycle-Consistent and Uncertainty-Aware Neural Surrogates for Tokamak Edge Plasmas Frenkel, B

Reference 42

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no resolver link, observed 2026-08-01T07:35:52.370702Z

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Observation bcda5204-0714-4c75-b417-585476b0bf54 · outbound

This paper cites an unresolved cited work.

Cycle-Consistent and Uncertainty-Aware Neural Surrogates for Tokamak Edge Plasmas Unresolved cited work

Reference 43

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unresolved
no resolver link, observed 2026-08-01T07:35:52.464241Z

Source-reported events for the cited work

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source=pdf_text observed=2026-08-01T07:35:52.464241Z digest=sha256:48cb8dbfd7b7a8248ba775c9a708553b260b645d1eed9512e50b0e4c4aab3653

Observation 12c7ec0d-11da-4da0-9c9a-b91c2f901395 · outbound

This paper cites Ticknor, J.

Cycle-Consistent and Uncertainty-Aware Neural Surrogates for Tokamak Edge Plasmas Ticknor, J

Reference 44

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no resolver link, observed 2026-08-01T07:35:52.630999Z

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Observation 102d2682-48a0-491f-9456-c8e3354941b0 · outbound

This paper cites Flyvbjerg, H.

Cycle-Consistent and Uncertainty-Aware Neural Surrogates for Tokamak Edge Plasmas Flyvbjerg, H

Reference 45

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unresolved
no resolver link, observed 2026-08-01T07:35:52.776603Z

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source=pdf_text observed=2026-08-01T07:35:52.776603Z digest=sha256:5504632a94ff9906e1f1787727bb8b974abda94cef092aa83a9f6188af04fb44

Observation 1d4187e2-0237-4979-b027-d83c3cee98b6 · outbound

This paper cites an unresolved cited work.

Cycle-Consistent and Uncertainty-Aware Neural Surrogates for Tokamak Edge Plasmas Unresolved cited work

Reference 46

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unresolved
no resolver link, observed 2026-08-01T07:35:52.849568Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T07:35:52.849568Z digest=sha256:123830d579bd6506c3deb378d5914f3d7615f59cb229604924a69ece5b24033a

Pith citing papers

No inbound Pith citation observations are available.