Paper Citation Record · LEDGER

Accelerating integrated modeling with surrogate-based optimization: the MAESTRO workflow

As of 11 August 2026, this Paper Citation Record lists 40 of 40 outbound references and 1 inbound Pith citation observation for arXiv:2605.07047.

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

pith.paper-citation-record.v1
2605.07047 v1

Coverage vector

measured 40 of 40 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-11T01:02:15.713427Z

measured 41 of 41 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 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-06-27T03:42:10.171684Z

measured 1 of 1 external citation measurements

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

Source: pith, observed 2026-08-05T02:28:24.338817Z

Reference resolution

40 of 40 outbound references displayed

verified exact21
verified fuzzy11
unresolved0
parse uncertain0
malformed identifier4
metadata mismatch4

External citation measurements

0
pith, observed 2026-08-05T02:28:24.338817Z

Outbound references

Observation 159824f3-e653-4eaf-a281-c61224189a73 · outbound

This paper cites Nuclear Fusion64(7), 076034 (2024).

Accelerating integrated modeling with surrogate-based optimization: the MAESTRO workflow Nuclear Fusion64(7), 076034 (2024)

Reference 1

Resolution: verified exact; doi, observed 2026-05-11T01:05:50.812836Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 349cc043-9a5f-4802-b861-eed65ba34eb3 · outbound

This paper cites Tokamak profile prediction using direct gyrokinetic and neoclassical simula- tion.

Accelerating integrated modeling with surrogate-based optimization: the MAESTRO workflow Tokamak profile prediction using direct gyrokinetic and neoclassical simula- tion

Reference 2

Resolution: metadata mismatch; doi, observed 2026-05-11T01:05:50.819955Z

Source-reported events for the cited work

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Observation f70cabde-8c8b-469a-8f91-909c23e42866 · outbound

This paper cites Nuclear Fusion63(3), 036003 (2023).

Accelerating integrated modeling with surrogate-based optimization: the MAESTRO workflow Nuclear Fusion63(3), 036003 (2023)

Reference 3

Resolution: verified exact; doi, observed 2026-05-11T01:05:50.798889Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 8f329552-4913-4c3f-b925-c25c8195e7b9 · outbound

This paper cites IPP-Report (Max-Planck- Institut f¨ ur Plasmaphysik)IPP 5/98(February) (2002).

Accelerating integrated modeling with surrogate-based optimization: the MAESTRO workflow IPP-Report (Max-Planck- Institut f¨ ur Plasmaphysik)IPP 5/98(February) (2002)

Reference 4

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 226129e4-5b3b-457c-a666-33f623d5a711 · outbound

This paper cites Computer software.

Accelerating integrated modeling with surrogate-based optimization: the MAESTRO workflow Computer software

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T00:31:58.431255Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation cd20f14f-ae28-4308-8999-4c01d285c0f9 · outbound

This paper cites Physics of Plasmas30(9), 092510 (2023).

Accelerating integrated modeling with surrogate-based optimization: the MAESTRO workflow Physics of Plasmas30(9), 092510 (2023)

Reference 6

Resolution: verified exact; doi, observed 2026-05-11T01:05:50.822244Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 284727b6-c1eb-4982-9d22-96ade1286875 · outbound

This paper cites Multilingual Knowledge Graph Completion with Self-Supervised Adaptive Graph Alignment.

Accelerating integrated modeling with surrogate-based optimization: the MAESTRO workflow Multilingual Knowledge Graph Completion with Self-Supervised Adaptive Graph Alignment

Reference 7

Resolution: malformed identifier; doi_truncated, observed 2026-05-11T01:05:50.801449Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 9a807546-cb45-470b-8d21-2eaafe85db37 · outbound

This paper cites https://github.com/pabloprf/MITIM-fusion.

Accelerating integrated modeling with surrogate-based optimization: the MAESTRO workflow https://github.com/pabloprf/MITIM-fusion

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T00:31:58.419256Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation e85201d9-1207-4b4d-9043-9b44df2a6354 · outbound

This paper cites A theory-based transport model with com- prehensive physics.

Accelerating integrated modeling with surrogate-based optimization: the MAESTRO workflow A theory-based transport model with com- prehensive physics

Reference 9

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 00705125-2d21-4984-ad8d-1dbc44feb441 · outbound

This paper cites GX: a GPU-native gyrokinetic turbulence code for tokamak and stellarator design.

Accelerating integrated modeling with surrogate-based optimization: the MAESTRO workflow GX: a GPU-native gyrokinetic turbulence code for tokamak and stellarator design

Reference 10

Resolution: verified exact; arxiv_id, observed 2026-05-11T01:05:50.807286Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation f4c1d08d-7653-4003-9c9a-d4250a6d98d5 · outbound

This paper cites Journal of Computational Physics324, 73–93 (2016).

Accelerating integrated modeling with surrogate-based optimization: the MAESTRO workflow Journal of Computational Physics324, 73–93 (2016)

Reference 11

Resolution: verified exact; doi, observed 2026-05-11T01:05:50.810608Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation d0ae479c-1c17-4cba-bc73-86b030bae122 · outbound

This paper cites Physics of Plasmas31(6), 062501 (2024).

Accelerating integrated modeling with surrogate-based optimization: the MAESTRO workflow Physics of Plasmas31(6), 062501 (2024)

Reference 12

Resolution: verified exact; doi, observed 2026-05-11T01:05:50.846330Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation fba69909-0097-4a57-a68d-70973fff5938 · outbound

This paper cites Nuclear Fusion62(7), 076036 (2022).

Accelerating integrated modeling with surrogate-based optimization: the MAESTRO workflow Nuclear Fusion62(7), 076036 (2022)

Reference 13

Resolution: malformed identifier; raw_fallback, observed 2026-05-16T00:31:58.408214Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 6c87b8c8-92e4-4459-b4de-ecc4e477a196 · outbound

This paper cites Bayesian Optimization of Composite Functions.

Accelerating integrated modeling with surrogate-based optimization: the MAESTRO workflow Bayesian Optimization of Composite Functions

Reference 14

Resolution: verified exact; arxiv_id, observed 2026-07-04T23:41:09.765459Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation c747b1a2-2bc6-4780-a5a5-05c900bc6cc0 · outbound

This paper cites Journal of Plasma Physics (accepted) (2026).

Accelerating integrated modeling with surrogate-based optimization: the MAESTRO workflow Journal of Plasma Physics (accepted) (2026)

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T00:31:58.388259Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 69d0b0fd-b8d6-4820-84bd-12fec70a8434 · outbound

This paper cites Gyro-Landau fluid equations for trapped and passing particles.

Accelerating integrated modeling with surrogate-based optimization: the MAESTRO workflow Gyro-Landau fluid equations for trapped and passing particles

Reference 16

Resolution: metadata mismatch; doi, observed 2026-05-11T01:05:50.827086Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 1b3c5bd9-a07b-4734-b62b-095508d46059 · outbound

This paper cites Plasma Physics and Controlled Fusion47(5 A) (2005).

Accelerating integrated modeling with surrogate-based optimization: the MAESTRO workflow Plasma Physics and Controlled Fusion47(5 A) (2005)

Reference 17

Resolution: verified exact; doi, observed 2026-05-11T01:05:50.824537Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation d7996ea4-ff14-446d-b310-ff8c99138b85 · outbound

This paper cites Nuclear Fusion62(9), 096005 (2022).

Accelerating integrated modeling with surrogate-based optimization: the MAESTRO workflow Nuclear Fusion62(9), 096005 (2022)

Reference 18

Resolution: verified exact; doi, observed 2026-05-11T01:05:50.832259Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation fd05ce4e-4c41-45a2-9da9-f20f4995b142 · outbound

This paper cites Journal of Plasma Physics 86(5), 865860502 (2020).

Accelerating integrated modeling with surrogate-based optimization: the MAESTRO workflow Journal of Plasma Physics 86(5), 865860502 (2020)

Reference 19

Resolution: verified exact; doi, observed 2026-05-11T01:05:50.836271Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 0ea5df32-5097-4a65-a974-3695613e2f64 · outbound

This paper cites Journal of Plasma Physics86(5), 865860503 (2020).

Accelerating integrated modeling with surrogate-based optimization: the MAESTRO workflow Journal of Plasma Physics86(5), 865860503 (2020)

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T00:31:58.395970Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation a4b6bc07-6efc-465f-bebd-ba54a11fa2dd · outbound

This paper cites Physics of Plasmas30(8), 082304 (2023).

Accelerating integrated modeling with surrogate-based optimization: the MAESTRO workflow Physics of Plasmas30(8), 082304 (2023)

Reference 22

Resolution: verified exact; doi, observed 2026-05-11T01:05:50.863886Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation dd9c69e4-bef6-439c-9701-744a19608ef9 · outbound

This paper cites Rodriguez-Fernandez, A.J.

Accelerating integrated modeling with surrogate-based optimization: the MAESTRO workflow Rodriguez-Fernandez, A.J

Reference 23

Resolution: metadata mismatch; doi, observed 2026-05-11T01:05:50.860170Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 907951e3-9417-4ab1-9bf0-ee642a5785a7 · outbound

This paper cites Maximizing acquisition functions for Bayesian optimization.

Accelerating integrated modeling with surrogate-based optimization: the MAESTRO workflow Maximizing acquisition functions for Bayesian optimization

Reference 24

Resolution: verified exact; arxiv_id, observed 2026-07-04T23:14:06.682013Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation ce2ea43a-baf4-4fe4-a768-7ba466b1a37d · outbound

This paper cites BoTorch: A Framework for Efficient Monte-Carlo Bayesian Optimization.

Accelerating integrated modeling with surrogate-based optimization: the MAESTRO workflow BoTorch: A Framework for Efficient Monte-Carlo Bayesian Optimization

Reference 25

Resolution: verified exact; arxiv_id, observed 2026-05-11T01:05:50.839330Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 8ddef527-73c0-4532-8462-1ba05edd0a62 · outbound

This paper cites Plasma Physics and Controlled Fusion50(9), 095010 (2008).

Accelerating integrated modeling with surrogate-based optimization: the MAESTRO workflow Plasma Physics and Controlled Fusion50(9), 095010 (2008)

Reference 26

Resolution: malformed identifier; raw_fallback, observed 2026-05-16T00:31:58.399966Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation a619ef37-e954-445a-9683-d5efdc29f1bb · outbound

This paper cites Plasma Phys.

Accelerating integrated modeling with surrogate-based optimization: the MAESTRO workflow Plasma Phys

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T00:31:58.392214Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation c965a033-f26e-4b78-9e46-5f1b3eb701bf · outbound

This paper cites Computer Physics Communications159(3), 157– 184 (2004).

Accelerating integrated modeling with surrogate-based optimization: the MAESTRO workflow Computer Physics Communications159(3), 157– 184 (2004)

Reference 28

Resolution: verified exact; doi, observed 2026-05-11T01:05:50.868969Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation cc0abc8b-e2d7-47d8-817c-b69f8f8018af · outbound

This paper cites Physics of Plasmas16(5) (2009).

Accelerating integrated modeling with surrogate-based optimization: the MAESTRO workflow Physics of Plasmas16(5) (2009)

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T00:31:58.427167Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation d76ebe1c-ab1e-43ad-bc4a-c15dcc5de5ee · outbound

This paper cites Nuclear Fusion65(8), 086002 (2025).

Accelerating integrated modeling with surrogate-based optimization: the MAESTRO workflow Nuclear Fusion65(8), 086002 (2025)

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T00:31:58.383897Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 07eb7f71-f1d1-446a-8f24-9571bd723f2e · outbound

This paper cites https: //freegs.readthedocs.io/en/latest/ (2024).

Accelerating integrated modeling with surrogate-based optimization: the MAESTRO workflow https: //freegs.readthedocs.io/en/latest/ (2024)

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T00:31:58.415719Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 68cde34c-7aab-4e03-affc-4d33a39dc5c8 · outbound

This paper cites TORAX: A Fast and Differentiable Tokamak Transport Simulator in JAX.

Accelerating integrated modeling with surrogate-based optimization: the MAESTRO workflow TORAX: A Fast and Differentiable Tokamak Transport Simulator in JAX

Reference 32

Resolution: verified exact; arxiv_id, observed 2026-07-10T01:19:37.174493Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation e60ef829-418f-47f8-a68b-4961aeb05ce2 · outbound

This paper cites Journal of Plasma Physics (accepted) (2026).

Accelerating integrated modeling with surrogate-based optimization: the MAESTRO workflow Journal of Plasma Physics (accepted) (2026)

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T00:31:58.423821Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 78c1a72f-9465-4925-a1d9-5ee9a858a3d9 · outbound

This paper cites Nuclear Fusion66(2), 026005 (2025).

Accelerating integrated modeling with surrogate-based optimization: the MAESTRO workflow Nuclear Fusion66(2), 026005 (2025)

Reference 34

Resolution: verified exact; doi, observed 2026-05-11T01:05:50.843975Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation ed944c34-5702-4af3-991e-cb9bcfd3ea87 · outbound

This paper cites Pearlstein: On the Grad-Shafranov equation as an eigenvalue problem, with implications for q solvers.

Accelerating integrated modeling with surrogate-based optimization: the MAESTRO workflow Pearlstein: On the Grad-Shafranov equation as an eigenvalue problem, with implications for q solvers

Reference 35

Resolution: verified exact; doi, observed 2026-05-11T01:05:50.862125Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 5e4e56ad-4d9a-47f0-8abf-f8bf9459eacc · outbound

This paper cites Plasma Physics and Controlled Fusion38(12), 2163–2186 (1996).

Accelerating integrated modeling with surrogate-based optimization: the MAESTRO workflow Plasma Physics and Controlled Fusion38(12), 2163–2186 (1996)

Reference 36

Resolution: verified exact; doi, observed 2026-05-11T01:05:50.829253Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation c96818ea-89d3-4bf9-9447-1426c1ffac33 · outbound

This paper cites The Journal of Chemical Physics 132(21), 214102 (2010).

Accelerating integrated modeling with surrogate-based optimization: the MAESTRO workflow The Journal of Chemical Physics 132(21), 214102 (2010)

Reference 37

Resolution: malformed identifier; doi_truncated, observed 2026-05-11T01:05:50.867088Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 14468f71-1570-45bd-aaff-5719467d4bb5 · outbound

This paper cites PhD thesis, Princeton University (1986).

Accelerating integrated modeling with surrogate-based optimization: the MAESTRO workflow PhD thesis, Princeton University (1986)

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T00:31:58.411804Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation fc740cef-400a-4be3-b3b7-80a9f67479eb · outbound

This paper cites Plasma Physics and Controlled Fusion63(1), 012001 (2020).

Accelerating integrated modeling with surrogate-based optimization: the MAESTRO workflow Plasma Physics and Controlled Fusion63(1), 012001 (2020)

Reference 39

Resolution: verified exact; doi, observed 2026-05-11T01:05:50.856610Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation e5755f8c-877d-431c-87b1-a0cfa818475b · outbound

This paper cites Nuclear Fusion64(5), 056003 (2024).

Accelerating integrated modeling with surrogate-based optimization: the MAESTRO workflow Nuclear Fusion64(5), 056003 (2024)

Reference 40

Resolution: verified exact; doi, observed 2026-05-11T01:05:50.858321Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 0b2735b5-49a4-43dc-8b9d-1ac3315f0b8d · outbound

This paper cites GPyTorch: Blackbox Matrix-Matrix Gaussian Process Inference with GPU Acceleration.

Accelerating integrated modeling with surrogate-based optimization: the MAESTRO workflow GPyTorch: Blackbox Matrix-Matrix Gaussian Process Inference with GPU Acceleration

Reference 41

Resolution: verified exact; arxiv_id, observed 2026-05-11T01:05:50.852744Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Pith citing papers

Observation b4d60cc6-c2bf-4084-b8da-3ab8dd2d7bcc · inbound

Impact of energetic alpha particles on core turbulence in an ARC-class fusion power plant cites this paper.

Impact of energetic alpha particles on core turbulence in an ARC-class fusion power plant Accelerating integrated modeling with surrogate-based optimization: the MAESTRO workflow

Reference 41

Resolution: verified exact; local_arxiv, observed 2026-06-27T03:50:28.672014Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.