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Paper Citation Record · LEDGER

HIPED: Machine Learning Framework for Spherical Tokamak Pedestal Prediction and Optimization

As of 19 August 2026, this Paper Citation Record lists 100 of 103 outbound references and 1 inbound Pith citation observation for arXiv:2504.19861.

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

pith.paper-citation-record.v1
2504.19861 v1

Coverage vector

measured 100 of 103 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-16T05:47:22.607519Z

measured 101 of 101 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-16T00:48:42.066642Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-16T00:48:42.284591Z

Reference resolution

100 of 103 outbound references displayed

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  • verified fuzzy32
  • unresolved66
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External citation measurements

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Outbound references

Observation be57426e-0446-4c37-871d-d80a714bc51f · outbound

This paper cites positive pedestal width).

HIPED: Machine Learning Framework for Spherical Tokamak Pedestal Prediction and Optimization positive pedestal width)

Reference 1

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Observation 463d4c7b-dd08-4e95-a6fb-3ff0d8eb2812 · outbound

This paper cites an unresolved cited work.

HIPED: Machine Learning Framework for Spherical Tokamak Pedestal Prediction and Optimization Unresolved cited work

Reference 2

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Observation 3194a6e0-f4dd-49e9-9773-ad35e4186d0b · outbound

This paper cites This yields a set of valid density and temperature pedestal parameters.

HIPED: Machine Learning Framework for Spherical Tokamak Pedestal Prediction and Optimization This yields a set of valid density and temperature pedestal parameters

Reference 3

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Observation fde6b601-1407-4dcf-a349-35b79ce587d8 · outbound

This paper cites Shimada, D.

HIPED: Machine Learning Framework for Spherical Tokamak Pedestal Prediction and Optimization Shimada, D

Reference 4

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Observation dfda855c-4c91-445d-913f-999da1761a36 · outbound

This paper cites an unresolved cited work.

HIPED: Machine Learning Framework for Spherical Tokamak Pedestal Prediction and Optimization Unresolved cited work

Reference 5

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Observation 56373ffb-1e24-4499-b298-ab6ab449323e · outbound

This paper cites an unresolved cited work.

HIPED: Machine Learning Framework for Spherical Tokamak Pedestal Prediction and Optimization Unresolved cited work

Reference 6

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Observation be1e8dc8-ab3c-487b-8b6f-b80da6228ffa · outbound

This paper cites an unresolved cited work.

HIPED: Machine Learning Framework for Spherical Tokamak Pedestal Prediction and Optimization Unresolved cited work

Reference 8

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Observation 99d90f42-c4bb-4b52-973a-01b002a4029c · outbound

This paper cites Simple power-law relation- ships, such as ∆ ped ∼ p βθ,ped, are not suitable in our dataset.

HIPED: Machine Learning Framework for Spherical Tokamak Pedestal Prediction and Optimization Simple power-law relation- ships, such as ∆ ped ∼ p βθ,ped, are not suitable in our dataset

Reference 9

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Observation 9db14b5a-e88d-4b57-bb48-074e072330b3 · outbound

This paper cites The RF models achieve robust accuracy (R2≈ 0.7–0.8) and outper- form simpler regressions.

HIPED: Machine Learning Framework for Spherical Tokamak Pedestal Prediction and Optimization The RF models achieve robust accuracy (R2≈ 0.7–0.8) and outper- form simpler regressions

Reference 10

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Observation 856fd166-6f51-4043-8763-77b34784fd8f · outbound

This paper cites We use Pareto meth- ods to identify high-value discharges and detail the control room parameters required to access them.

HIPED: Machine Learning Framework for Spherical Tokamak Pedestal Prediction and Optimization We use Pareto meth- ods to identify high-value discharges and detail the control room parameters required to access them

Reference 11

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Observation f6f6ac0a-70de-41d6-a77f-15af098fd406 · outbound

This paper cites Wagner, G.

HIPED: Machine Learning Framework for Spherical Tokamak Pedestal Prediction and Optimization Wagner, G

Reference 12

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Observation 2ae19035-7fa7-4365-befd-0671b71cdb9f · outbound

This paper cites an unresolved cited work.

HIPED: Machine Learning Framework for Spherical Tokamak Pedestal Prediction and Optimization Unresolved cited work

Reference 13

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Observation cac7b2d1-3a3b-49d7-964c-41dcf07a48e5 · outbound

This paper cites Ryter, Nuclear Fusion 36, 1217 (1996).

HIPED: Machine Learning Framework for Spherical Tokamak Pedestal Prediction and Optimization Ryter, Nuclear Fusion 36, 1217 (1996)

Reference 14

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Observation f36f58b4-c554-430c-8535-bb69b8bd1625 · outbound

This paper cites an unresolved cited work.

HIPED: Machine Learning Framework for Spherical Tokamak Pedestal Prediction and Optimization Unresolved cited work

Reference 15

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Observation 4fe72156-1cc3-4311-9c72-a376401e93dc · outbound

This paper cites an unresolved cited work.

HIPED: Machine Learning Framework for Spherical Tokamak Pedestal Prediction and Optimization Unresolved cited work

Reference 16

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Observation 4a031ac6-b758-4a2f-b39b-2cf6026e0930 · outbound

This paper cites Wenninger, F.

HIPED: Machine Learning Framework for Spherical Tokamak Pedestal Prediction and Optimization Wenninger, F

Reference 17

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Observation 51c2c087-2956-47c5-9042-d9e9d30a9f7c · outbound

This paper cites Sorbom, J.

HIPED: Machine Learning Framework for Spherical Tokamak Pedestal Prediction and Optimization Sorbom, J

Reference 18

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Observation 60fc7cec-7d9a-4335-beb9-9dcb2c481d8f · outbound

This paper cites an unresolved cited work.

HIPED: Machine Learning Framework for Spherical Tokamak Pedestal Prediction and Optimization Unresolved cited work

Reference 19

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Observation 0df0417b-f408-4e06-9d25-9db0cce2a867 · outbound

This paper cites Rodriguez-Fernandez, A.

HIPED: Machine Learning Framework for Spherical Tokamak Pedestal Prediction and Optimization Rodriguez-Fernandez, A

Reference 20

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Observation 4b96c042-9cd0-41dd-9cc6-29a613652c4a · outbound

This paper cites Osborne and S.

HIPED: Machine Learning Framework for Spherical Tokamak Pedestal Prediction and Optimization Osborne and S

Reference 21

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Observation 31afddbe-8e48-4c7e-8503-df21284d21af · outbound

This paper cites an unresolved cited work.

HIPED: Machine Learning Framework for Spherical Tokamak Pedestal Prediction and Optimization Unresolved cited work

Reference 22

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Observation ff47a757-c560-4eee-9c69-c434ad3f1ffb · outbound

This paper cites Kotschenreuther, X.

HIPED: Machine Learning Framework for Spherical Tokamak Pedestal Prediction and Optimization Kotschenreuther, X

Reference 23

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Observation f58ae3f5-4a0a-4102-b0b8-f51934d9a91e · outbound

This paper cites Mordijck, Nuclear Fusion 60 (2020), 10.1088/1741- 4326/ab8d04.

HIPED: Machine Learning Framework for Spherical Tokamak Pedestal Prediction and Optimization Mordijck, Nuclear Fusion 60 (2020), 10.1088/1741- 4326/ab8d04

Reference 24

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Observation 14de96ec-78cb-408f-9480-d5e60568cb8f · outbound

This paper cites an unresolved cited work.

HIPED: Machine Learning Framework for Spherical Tokamak Pedestal Prediction and Optimization Unresolved cited work

Reference 25

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This paper cites an unresolved cited work.

HIPED: Machine Learning Framework for Spherical Tokamak Pedestal Prediction and Optimization Unresolved cited work

Reference 26

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Observation e5bd763a-f8a5-439f-b4d1-ace4e908b0ba · outbound

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HIPED: Machine Learning Framework for Spherical Tokamak Pedestal Prediction and Optimization Unresolved cited work

Reference 27

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Observation 601c6780-8553-46eb-acd8-dc38b02b1dc8 · outbound

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HIPED: Machine Learning Framework for Spherical Tokamak Pedestal Prediction and Optimization Unresolved cited work

Reference 28

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Observation b8798b37-403f-452f-80c0-039c2d51d55b · outbound

This paper cites Merle, O.

HIPED: Machine Learning Framework for Spherical Tokamak Pedestal Prediction and Optimization Merle, O

Reference 29

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Observation d34709d7-0caf-4634-a562-8fffaa1c0a68 · outbound

This paper cites Saarelma, L.

HIPED: Machine Learning Framework for Spherical Tokamak Pedestal Prediction and Optimization Saarelma, L

Reference 30

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This paper cites Saarelma, J.

HIPED: Machine Learning Framework for Spherical Tokamak Pedestal Prediction and Optimization Saarelma, J

Reference 31

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Observation c552ec75-c01d-4da4-a04e-833a104d3c86 · outbound

This paper cites Parisi, W.

HIPED: Machine Learning Framework for Spherical Tokamak Pedestal Prediction and Optimization Parisi, W

Reference 32

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Observation e1b18ab5-f13e-4904-96e4-1cca7ba48120 · outbound

This paper cites Harrison, A.

HIPED: Machine Learning Framework for Spherical Tokamak Pedestal Prediction and Optimization Harrison, A

Reference 33

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Observation 1af048bf-3ea2-45ff-9c37-71d1ec3c8beb · outbound

This paper cites Bowman, J.

HIPED: Machine Learning Framework for Spherical Tokamak Pedestal Prediction and Optimization Bowman, J

Reference 34

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Observation c8259bb1-9686-4b91-b849-688677d3f9c1 · outbound

This paper cites Greenhouse, C.

HIPED: Machine Learning Framework for Spherical Tokamak Pedestal Prediction and Optimization Greenhouse, C

Reference 35

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Observation 8ee8dd8d-994b-4e26-bdfb-27e1ce012589 · outbound

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HIPED: Machine Learning Framework for Spherical Tokamak Pedestal Prediction and Optimization Unresolved cited work

Reference 36

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Observation 4fab5529-53c8-4fc7-a5ea-ef61e04e253a · outbound

This paper cites Cˆ andido and R.

HIPED: Machine Learning Framework for Spherical Tokamak Pedestal Prediction and Optimization Cˆ andido and R

Reference 37

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Observation 2573beb0-46c9-4239-97a7-7d842f0c7f82 · outbound

This paper cites an unresolved cited work.

HIPED: Machine Learning Framework for Spherical Tokamak Pedestal Prediction and Optimization Unresolved cited work

Reference 38

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Observation 2a06ef5b-2b42-40a3-96cf-b928b0196ee4 · outbound

This paper cites Rea et al.

HIPED: Machine Learning Framework for Spherical Tokamak Pedestal Prediction and Optimization Rea et al

Reference 39

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Observation 6e959e89-ccff-487f-b5b3-11a0335eac6d · outbound

This paper cites an unresolved cited work.

HIPED: Machine Learning Framework for Spherical Tokamak Pedestal Prediction and Optimization Unresolved cited work

Reference 40

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Observation db2e29c3-baa6-429f-aaa0-98d6e93891f3 · outbound

This paper cites Sabbagh, J.

HIPED: Machine Learning Framework for Spherical Tokamak Pedestal Prediction and Optimization Sabbagh, J

Reference 41

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Observation e762be74-2bb9-48ea-9d9e-5924dc77b839 · outbound

This paper cites Gambrioli, L.

HIPED: Machine Learning Framework for Spherical Tokamak Pedestal Prediction and Optimization Gambrioli, L

Reference 42

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation 7fc3f480-0068-47f3-b0d5-ebdbb4ebdfbf · outbound

This paper cites Ma et al.

HIPED: Machine Learning Framework for Spherical Tokamak Pedestal Prediction and Optimization Ma et al

Reference 43

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Observation cce5bf6d-3691-4c98-a2c8-1294e6b1b88f · outbound

This paper cites an unresolved cited work.

HIPED: Machine Learning Framework for Spherical Tokamak Pedestal Prediction and Optimization Unresolved cited work

Reference 44

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation 37c082dc-422b-4219-b106-fae5f44409e8 · outbound

This paper cites Degrave, F.

HIPED: Machine Learning Framework for Spherical Tokamak Pedestal Prediction and Optimization Degrave, F

Reference 45

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verified fuzzy
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No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation f880be99-da5a-47f1-a83a-b194d9ca626f · outbound

This paper cites Felici et al.

HIPED: Machine Learning Framework for Spherical Tokamak Pedestal Prediction and Optimization Felici et al

Reference 46

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Source-reported events for the cited work

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source=pdf_text observed=2026-08-16T05:47:22.422075Z digest=sha256:57025f2aaa9e1c9f1a6ccff3764e4d9b5c16c77343a349da60b886a54ee9c641

Observation 02f0ebfe-5605-419c-ba60-60c8d8038401 · outbound

This paper cites an unresolved cited work.

HIPED: Machine Learning Framework for Spherical Tokamak Pedestal Prediction and Optimization Unresolved cited work

Reference 47

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unresolved
raw_fallback, observed 2026-08-16T05:47:23.386261Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation bdf3eb0c-b15a-4433-a579-456280b08bf6 · outbound

This paper cites van Leeuwen, M.

HIPED: Machine Learning Framework for Spherical Tokamak Pedestal Prediction and Optimization van Leeuwen, M

Reference 48

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verified fuzzy
raw_fallback, observed 2026-08-16T05:47:23.293338Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation 14acd7b2-96ce-4436-bd62-b83f4f1345c9 · outbound

This paper cites Wallace, Z.

HIPED: Machine Learning Framework for Spherical Tokamak Pedestal Prediction and Optimization Wallace, Z

Reference 49

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verified fuzzy
raw_fallback, observed 2026-08-16T05:47:23.365335Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation d787c3fd-6a03-4ea6-b725-25301a54e472 · outbound

This paper cites S´ anchez-Villar, Z.

HIPED: Machine Learning Framework for Spherical Tokamak Pedestal Prediction and Optimization S´ anchez-Villar, Z

Reference 50

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unresolved
no resolver link, observed 2026-08-16T05:47:22.435377Z

Source-reported events for the cited work

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source=pdf_text observed=2026-08-16T05:47:22.435377Z digest=sha256:88936c07d3c890d4af084026a90af53378ec1676c3f827f590317ca99b9c31d5

Observation 72511804-7860-4923-afa7-d039e6fdf654 · outbound

This paper cites Piccione, J.

HIPED: Machine Learning Framework for Spherical Tokamak Pedestal Prediction and Optimization Piccione, J

Reference 51

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no resolver link, observed 2026-08-16T05:47:22.438733Z

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source=pdf_text observed=2026-08-16T05:47:22.438733Z digest=sha256:d14bcce1100ab398bef87604022ab6c4791fcfc373ec86ae8e5dbe3362f48838

Observation c11c8e53-6613-4bf7-96d6-35946694d065 · outbound

This paper cites Piccione, J.

HIPED: Machine Learning Framework for Spherical Tokamak Pedestal Prediction and Optimization Piccione, J

Reference 52

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no resolver link, observed 2026-08-16T05:47:22.442824Z

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source=pdf_text observed=2026-08-16T05:47:22.442824Z digest=sha256:d5d3b95a81ea23e138eaf4262ae91973bc138a43ec94017ebd9cab3496f5f2c9

Observation 01c688ab-0a48-4278-8006-caab8757fda1 · outbound

This paper cites an unresolved cited work.

HIPED: Machine Learning Framework for Spherical Tokamak Pedestal Prediction and Optimization Unresolved cited work

Reference 53

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raw_fallback, observed 2026-08-16T05:47:23.335849Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation 1bd55fb1-c6c8-4220-bed7-4cae0c624746 · outbound

This paper cites Abbate, R.

HIPED: Machine Learning Framework for Spherical Tokamak Pedestal Prediction and Optimization Abbate, R

Reference 54

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no resolver link, observed 2026-08-16T05:47:22.449929Z

Source-reported events for the cited work

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source=pdf_text observed=2026-08-16T05:47:22.449929Z digest=sha256:bfbf56c31ec736f4b45e6bf6a774903af2dc930799f692315092a43131943034

Observation 677f5aa6-33a6-4b80-aed9-448f2f699b0f · outbound

This paper cites Dubbioso, G.

HIPED: Machine Learning Framework for Spherical Tokamak Pedestal Prediction and Optimization Dubbioso, G

Reference 55

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source=pdf_text observed=2026-08-16T05:47:22.453182Z digest=sha256:07302a60305038749b6f1849bb4f36df577e9ce8042e2f21268b00c8e5cacbb1

Observation d8b41acd-9d3b-42d3-861a-bc22b7c4431e · outbound

This paper cites an unresolved cited work.

HIPED: Machine Learning Framework for Spherical Tokamak Pedestal Prediction and Optimization Unresolved cited work

Reference 56

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unresolved
raw_fallback, observed 2026-08-16T05:47:23.312058Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation ddf1e240-e7ff-49a4-92c5-843ce02ba580 · outbound

This paper cites Meneghini, G.

HIPED: Machine Learning Framework for Spherical Tokamak Pedestal Prediction and Optimization Meneghini, G

Reference 57

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no resolver link, observed 2026-08-16T05:47:22.459892Z

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source=pdf_text observed=2026-08-16T05:47:22.459892Z digest=sha256:d6dcabe6452d541fdba6d2903b90370b557fc22d9b770152e9f8454428b86c82

Observation 79ff0fa7-20f1-48b0-a8d7-da8aca44a108 · outbound

This paper cites an unresolved cited work.

HIPED: Machine Learning Framework for Spherical Tokamak Pedestal Prediction and Optimization Unresolved cited work

Reference 58

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no resolver link, observed 2026-08-16T05:47:22.463057Z

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source=pdf_text observed=2026-08-16T05:47:22.463057Z digest=sha256:5556897019beba6ea40654f244c0d525182d10b98d24802257dcad74a93feae3

Observation dd92b16c-ac44-4769-a22a-5824c61fa23e · outbound

This paper cites Frassinetti, S.

HIPED: Machine Learning Framework for Spherical Tokamak Pedestal Prediction and Optimization Frassinetti, S

Reference 59

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verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation 79bc3555-6eb0-433d-b49a-a6833988a0e0 · outbound

This paper cites Pavone, A.

HIPED: Machine Learning Framework for Spherical Tokamak Pedestal Prediction and Optimization Pavone, A

Reference 60

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no resolver link, observed 2026-08-16T05:47:22.470025Z

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Observation 32bdd970-ba4b-4015-a853-01ebee83ed82 · outbound

This paper cites How does ion temperature gradient turbulence depend on magnetic geometry? Insights from data and machine learning.

HIPED: Machine Learning Framework for Spherical Tokamak Pedestal Prediction and Optimization How does ion temperature gradient turbulence depend on magnetic geometry? Insights from data and machine learning

Reference 61

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Source-reported events for the cited work

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source=pdf_text observed=2026-08-16T05:47:22.473368Z digest=sha256:3c854def3fb730db609f231d9a9e9c7b6e2d63051d3095f2ee566d7e0dc1e245

Observation d12e08c3-42c9-48d2-a125-ae89d1c8751e · outbound

This paper cites Kates-Harbeck, A.

HIPED: Machine Learning Framework for Spherical Tokamak Pedestal Prediction and Optimization Kates-Harbeck, A

Reference 62

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T05:47:23.273679Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation e37d5341-898c-402f-aeea-104a9cacbb59 · outbound

This paper cites Gillgren, E.

HIPED: Machine Learning Framework for Spherical Tokamak Pedestal Prediction and Optimization Gillgren, E

Reference 63

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no resolver link, observed 2026-08-16T05:47:22.480642Z

Source-reported events for the cited work

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source=pdf_text observed=2026-08-16T05:47:22.480642Z digest=sha256:3819116f75fb28f56646c810ea64f693ecec4d27ce0b2b060007a69e617cfb2b

Observation 2b9f91e2-c4f4-4e9a-b482-497b5138a08b · outbound

This paper cites an unresolved cited work.

HIPED: Machine Learning Framework for Spherical Tokamak Pedestal Prediction and Optimization Unresolved cited work

Reference 64

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unresolved
raw_fallback, observed 2026-08-16T05:47:23.255908Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation 54652cdd-6f43-4c8e-a0d2-9e6339b2ddf8 · outbound

This paper cites an unresolved cited work.

HIPED: Machine Learning Framework for Spherical Tokamak Pedestal Prediction and Optimization Unresolved cited work

Reference 65

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unresolved
raw_fallback, observed 2026-08-16T05:47:23.246035Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation b04f2763-fe99-4b27-b5db-5d195492ce86 · outbound

This paper cites Berkery, P.

HIPED: Machine Learning Framework for Spherical Tokamak Pedestal Prediction and Optimization Berkery, P

Reference 66

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T05:47:23.234872Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-16T05:47:22.490864Z digest=sha256:56402db6bcf7ad2f08cc25367db854112d454784d69cb6fc5f292acf83cc4df4

Observation 448a7887-81ef-4b0a-a757-9408314f4c90 · outbound

This paper cites Viezzer, M.

HIPED: Machine Learning Framework for Spherical Tokamak Pedestal Prediction and Optimization Viezzer, M

Reference 67

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T05:47:23.224081Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-16T05:47:22.494303Z digest=sha256:3be556c5ad34f0c3231e599b8b9a78815ee3c846fed01189f7d899d7a11d86da

Observation 59009026-9e75-45c7-8b56-996418eda6c9 · outbound

This paper cites an unresolved cited work.

HIPED: Machine Learning Framework for Spherical Tokamak Pedestal Prediction and Optimization Unresolved cited work

Reference 68

Resolution
unresolved
raw_fallback, observed 2026-08-16T05:47:23.213217Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation e1b07a1d-4b14-4c6b-96b6-a384b7a4e5cf · outbound

This paper cites an unresolved cited work.

HIPED: Machine Learning Framework for Spherical Tokamak Pedestal Prediction and Optimization Unresolved cited work

Reference 69

Resolution
unresolved
raw_fallback, observed 2026-08-16T05:47:23.201246Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation a751beaa-ee4e-4edb-ba6d-0633ac1cfb3a · outbound

This paper cites Imada, T.

HIPED: Machine Learning Framework for Spherical Tokamak Pedestal Prediction and Optimization Imada, T

Reference 70

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T05:47:23.084472Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-16T05:47:22.540516Z digest=sha256:8b15a80c8841dcc3329f382391b16904e702ac5303640a07b30b72bba298a0a2

Observation 906d4e7f-5278-4217-969f-22268181f1d5 · outbound

This paper cites Cordey, for the ITPA H-Mode Database Work- ing Group, and the ITPA Pedestal Database Work- ing Group, Nuclear Fusion 43, 670 (2003).

HIPED: Machine Learning Framework for Spherical Tokamak Pedestal Prediction and Optimization Cordey, for the ITPA H-Mode Database Work- ing Group, and the ITPA Pedestal Database Work- ing Group, Nuclear Fusion 43, 670 (2003)

Reference 71

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T05:47:23.178842Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-16T05:47:22.507887Z digest=sha256:dc466b255f0eb418f63b2dcdc209e115407187095e6124249235db84130823d1

Observation 3e8e9744-3ce7-4f7c-87bc-3502e1ebd873 · outbound

This paper cites Greenwald, J.

HIPED: Machine Learning Framework for Spherical Tokamak Pedestal Prediction and Optimization Greenwald, J

Reference 72

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T05:47:23.167149Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-16T05:47:22.511012Z digest=sha256:2eb3856854c6e69337981b836f21e5db713ad284d72a86137bbac47f26341ec5

Observation 2b00f30f-c28e-42d9-a2a4-f428fba282ac · outbound

This paper cites an unresolved cited work.

HIPED: Machine Learning Framework for Spherical Tokamak Pedestal Prediction and Optimization Unresolved cited work

Reference 73

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unresolved
no resolver link, observed 2026-08-16T05:47:22.257910Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T05:47:22.257910Z digest=sha256:7535632cb83035fb3ab6b6cef8f50d9e199a3d98999870f515c77fb10a6db2d9

Observation 86087993-e8a6-4026-9061-aaa843f813a9 · outbound

This paper cites an unresolved cited work.

HIPED: Machine Learning Framework for Spherical Tokamak Pedestal Prediction and Optimization Unresolved cited work

Reference 74

Resolution
unresolved
raw_fallback, observed 2026-08-16T05:47:23.156266Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-16T05:47:22.514324Z digest=sha256:1230ff4d6c0d5b695c61024fefeb8462a1cfab6336e230b1b331c856f24ab8e6

Observation 4a164787-7215-47ac-8d18-c18359f6a703 · outbound

This paper cites Breiman, Machine Learning 45, 5 (2001).

HIPED: Machine Learning Framework for Spherical Tokamak Pedestal Prediction and Optimization Breiman, Machine Learning 45, 5 (2001)

Reference 75

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unresolved
no resolver link, observed 2026-08-16T05:47:22.517458Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T05:47:22.517458Z digest=sha256:bdbcdca70bfdb0d85a33dd429e03098b5d6565c61d503b03098a9809c71f9be6

Observation c0ceddaa-cf05-43bf-ba24-fd281e6923fe · outbound

This paper cites Liaw and M.

HIPED: Machine Learning Framework for Spherical Tokamak Pedestal Prediction and Optimization Liaw and M

Reference 76

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unresolved
no resolver link, observed 2026-08-16T05:47:22.520845Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T05:47:22.520845Z digest=sha256:48e756519cf43d5f387544d6c4c7d0e35356e6698c33c0e9b9480ba95476ccea

Observation 28e15b55-f9f8-4761-888b-db0147231960 · outbound

This paper cites an unresolved cited work.

HIPED: Machine Learning Framework for Spherical Tokamak Pedestal Prediction and Optimization Unresolved cited work

Reference 77

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unresolved
raw_fallback, observed 2026-08-16T05:47:23.132667Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-16T05:47:22.524256Z digest=sha256:bf96e845506e94e97872a88ed30cb1972d8c90da7910b8acb1a2274bfcc7f1dc

Observation adcc661e-e38b-4e11-b8a5-0e7754060a82 · outbound

This paper cites Taherdoost and M.

HIPED: Machine Learning Framework for Spherical Tokamak Pedestal Prediction and Optimization Taherdoost and M

Reference 78

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T05:47:23.121802Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-16T05:47:22.527667Z digest=sha256:d389b3cd787e4701e7a8b31b0e01ef4c3fec9c4650d6d7b700103d863be1191a

Observation f6f793f5-1cf3-4fd0-b092-a4eaebd9e54d · outbound

This paper cites an unresolved cited work.

HIPED: Machine Learning Framework for Spherical Tokamak Pedestal Prediction and Optimization Unresolved cited work

Reference 79

Resolution
unresolved
raw_fallback, observed 2026-08-16T05:47:23.110797Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-16T05:47:22.530631Z digest=sha256:614e3d49578b096cf25724263cb8004dca04eadcea8969d380bedd4363be03f1

Observation 293a97b8-4f56-4d93-86eb-28853a75248b · outbound

This paper cites Parisi, A.

HIPED: Machine Learning Framework for Spherical Tokamak Pedestal Prediction and Optimization Parisi, A

Reference 80

Resolution
unresolved
no resolver link, observed 2026-08-16T05:47:22.534117Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T05:47:22.534117Z digest=sha256:142b180d6b5a2bc693566bee6a9356c43c538e8a3c2899556e22a3abd4cdca2c

Observation 32f89ee3-0864-489e-807d-8b56d7b6a930 · outbound

This paper cites Imada, T.

HIPED: Machine Learning Framework for Spherical Tokamak Pedestal Prediction and Optimization Imada, T

Reference 81

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T05:47:23.094026Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-16T05:47:22.537271Z digest=sha256:5f616f1483a0b65dc95c1e52498ba35dab2fe8a03e37a51680027a311d0511c6

Observation ad119ce5-a50b-4928-badf-eee468604eb9 · outbound

This paper cites Nelson, C.

HIPED: Machine Learning Framework for Spherical Tokamak Pedestal Prediction and Optimization Nelson, C

Reference 82

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T05:47:23.074698Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-16T05:47:22.543782Z digest=sha256:d39564e747fe583afabbdc73f20d6891efb848a37f9f80391033b71a9bfeb48e

Observation 18252d38-be0a-48ed-bfca-20e02bce36c4 · outbound

This paper cites Zamkovska, S.

HIPED: Machine Learning Framework for Spherical Tokamak Pedestal Prediction and Optimization Zamkovska, S

Reference 83

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T05:47:23.064635Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-16T05:47:22.547106Z digest=sha256:588997f822e8dfd932a6d66d27b4a84b3949943862406924fbe18ec374be8c9a

Observation 4929b893-279d-4ae8-963c-67f3b6574c31 · outbound

This paper cites P¨ utterich, R.

HIPED: Machine Learning Framework for Spherical Tokamak Pedestal Prediction and Optimization P¨ utterich, R

Reference 84

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T05:47:23.054540Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-16T05:47:22.550643Z digest=sha256:6a96197e4ecef0e2a3db5e2a2256822d26d3306d539c7f36c3724b801a767c7e

Observation 96e91930-b1e6-4f66-8474-87362ce95f19 · outbound

This paper cites an unresolved cited work.

HIPED: Machine Learning Framework for Spherical Tokamak Pedestal Prediction and Optimization Unresolved cited work

Reference 85

Resolution
unresolved
raw_fallback, observed 2026-08-16T05:47:23.043109Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-16T05:47:22.554081Z digest=sha256:2297629df0b4650b1b3869eb1d175e69115b6a43e7baeb4f8ec92752df6d40db

Observation 3834918c-881d-452b-9bbd-f6853297a8da · outbound

This paper cites Chang, S.

HIPED: Machine Learning Framework for Spherical Tokamak Pedestal Prediction and Optimization Chang, S

Reference 86

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T05:47:23.032654Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-16T05:47:22.557164Z digest=sha256:29319b52fac62083edae30714b7f6b5c583b990a0b7dcb26122145af48a6d1aa

Observation a98ffe8a-c97e-43c4-90be-cd3c32daad2a · outbound

This paper cites Angioni, E.

HIPED: Machine Learning Framework for Spherical Tokamak Pedestal Prediction and Optimization Angioni, E

Reference 87

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T05:47:23.021859Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-16T05:47:22.560537Z digest=sha256:54a6515825cda109bb9c3ade9762ed07ce6f4134d526c35dae42d7d7443b14a5

Observation 1524e9f0-ebbc-4e1d-82af-3bc08091e6ec · outbound

This paper cites Callen, R.

HIPED: Machine Learning Framework for Spherical Tokamak Pedestal Prediction and Optimization Callen, R

Reference 88

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T05:47:23.011153Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-16T05:47:22.563766Z digest=sha256:a84aff56aa43c225e72ffef49506276c868bdcb48f9141c29d8a9c5e03bed856

Observation 69250d64-1466-4e9c-9780-4351fc449eeb · outbound

This paper cites an unresolved cited work.

HIPED: Machine Learning Framework for Spherical Tokamak Pedestal Prediction and Optimization Unresolved cited work

Reference 89

Resolution
unresolved
raw_fallback, observed 2026-08-16T05:47:23.000422Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-16T05:47:22.566976Z digest=sha256:3748db10a2c571c47dfca8f5a90cd214a246cb6f8d1cda18ee52895d3b5b9e16

Observation 3955931b-bd9e-433a-b7c9-9fe37eed6cbb · outbound

This paper cites Guttenfelder, R.

HIPED: Machine Learning Framework for Spherical Tokamak Pedestal Prediction and Optimization Guttenfelder, R

Reference 90

Resolution
unresolved
no resolver link, observed 2026-08-16T05:47:22.570778Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T05:47:22.570778Z digest=sha256:808b99d6bbc94a5a531b20d258edbb256dd7dc69ca82b61ed69cb150279653aa

Observation 5634593f-31ad-4bdd-b7d6-a4d57de81262 · outbound

This paper cites Chapman-Oplopoiou, D.

HIPED: Machine Learning Framework for Spherical Tokamak Pedestal Prediction and Optimization Chapman-Oplopoiou, D

Reference 91

Resolution
unresolved
no resolver link, observed 2026-08-16T05:47:22.574112Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T05:47:22.574112Z digest=sha256:2db1f759f7f8711b5aca2718f9bcd03e5902c01f0c7a5401bf578ce814f7c8d8

Observation 2bf6e29b-20d7-45ec-b87c-3e214c6f5eaf · outbound

This paper cites an unresolved cited work.

HIPED: Machine Learning Framework for Spherical Tokamak Pedestal Prediction and Optimization Unresolved cited work

Reference 92

Resolution
unresolved
no resolver link, observed 2026-08-16T05:47:22.577432Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T05:47:22.577432Z digest=sha256:4ca2e77d1b611b64d420b6bc12363ae2af0816c98f841e2d3969da06f76e2f10

Observation 52eb946e-99f9-453e-8a31-f932eccbf78d · outbound

This paper cites Hatch, M.

HIPED: Machine Learning Framework for Spherical Tokamak Pedestal Prediction and Optimization Hatch, M

Reference 93

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T05:47:22.969921Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-16T05:47:22.580652Z digest=sha256:bb88bbb711158078702d34f6fafb4dbdab21e33977855ac48eabdad8933928da

Observation a634a045-45e2-4e88-b1ed-b6f7dd51d010 · outbound

This paper cites Neuhauser, D.

HIPED: Machine Learning Framework for Spherical Tokamak Pedestal Prediction and Optimization Neuhauser, D

Reference 94

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T05:47:22.958809Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-16T05:47:22.583826Z digest=sha256:2074837b2dc854627057ab1c6445b2810a72348c37006a93fa767c1807e3470b

Observation 332a9468-ca6a-4df4-b6b7-b2a05122c366 · outbound

This paper cites Lipschultz, X.

HIPED: Machine Learning Framework for Spherical Tokamak Pedestal Prediction and Optimization Lipschultz, X

Reference 95

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T05:47:22.948258Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-16T05:47:22.587122Z digest=sha256:f8f585e091e649e9bc5089557f2a00749923349cfc669529986e6885dadf36fd

Observation 324dd0e2-1a8d-4a4c-b9fa-379ca0102205 · outbound

This paper cites an unresolved cited work.

HIPED: Machine Learning Framework for Spherical Tokamak Pedestal Prediction and Optimization Unresolved cited work

Reference 96

Resolution
unresolved
raw_fallback, observed 2026-08-16T05:47:22.937686Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-16T05:47:22.590357Z digest=sha256:7fec2b9ae0408ddffa163c22a552f309a15491c7bd125516bc31237aec5f18a7

Observation ab24ab19-f6ee-4797-81e5-57073d37b4e9 · outbound

This paper cites an unresolved cited work.

HIPED: Machine Learning Framework for Spherical Tokamak Pedestal Prediction and Optimization Unresolved cited work

Reference 97

Resolution
unresolved
raw_fallback, observed 2026-08-16T05:47:22.927621Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-16T05:47:22.593852Z digest=sha256:09c5fa0b9d171da6f7a172b614dea37cce2c1aa6b8c0dabd1c235180425483f1

Observation a6547de9-62bc-4642-9cc4-c3e0125c2d78 · outbound

This paper cites Stagni, N.

HIPED: Machine Learning Framework for Spherical Tokamak Pedestal Prediction and Optimization Stagni, N

Reference 98

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T05:47:22.917228Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-16T05:47:22.597262Z digest=sha256:9b1b03338ff3c2c217b6c5a7d5263e08075524e6803a0fd127021900ec022c45

Observation 69a7b00c-e5e1-4925-a2d5-4aad2ace4f60 · outbound

This paper cites Snyder, J.

HIPED: Machine Learning Framework for Spherical Tokamak Pedestal Prediction and Optimization Snyder, J

Reference 99

Resolution
unresolved
no resolver link, observed 2026-08-16T05:47:22.600581Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T05:47:22.600581Z digest=sha256:ed5ab1c1d5ad201b9ed74fcf8df045cbd408d8770e4fdf73e291ade1112cb4ac

Observation 4b193ee5-3823-4dae-8bd1-87e0b002ea2e · outbound

This paper cites Zhang, C.

HIPED: Machine Learning Framework for Spherical Tokamak Pedestal Prediction and Optimization Zhang, C

Reference 100

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T05:47:22.899457Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-16T05:47:22.604150Z digest=sha256:049b36999df7cf5538aaf92d77d013a18f59bf99f297b2110e65b4f084151498

Observation f1e80df2-36b2-4c14-96ab-6bba9ec6aa2c · outbound

This paper cites Rodriguez-Fernandez, N.

HIPED: Machine Learning Framework for Spherical Tokamak Pedestal Prediction and Optimization Rodriguez-Fernandez, N

Reference 101

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T05:47:22.888017Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-16T05:47:22.607519Z digest=sha256:3387d9750c611be628f9cfbf5c5963bfc36c5a840c83ed6470b2ab4469215d5e

Pith citing papers

Observation 9c3e4abe-238b-4312-acbd-1b4ef47d4b15 · inbound

Prediction of ELM-free Operation in Spherical Tokamaks With High Plasma Squareness cites this paper.

Prediction of ELM-free Operation in Spherical Tokamaks With High Plasma Squareness HIPED: Machine Learning Framework for Spherical Tokamak Pedestal Prediction and Optimization

Reference 187

Resolution
verified exact
local_arxiv, observed 2026-08-16T00:48:42.290041Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-16T00:48:42.066642Z digest=sha256:0b293b26b07e47e070ce403b976058f3bb0c2b1660f8abcd25ae331eaee14e2b