Paper Citation Record · LEDGER

5D Neural Surrogates for Nonlinear Gyrokinetic Simulations of Plasma Turbulence

As of 18 August 2026, this Paper Citation Record lists 31 of 31 outbound references and 2 inbound Pith citation observations for arXiv:2502.07469.

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

pith.paper-citation-record.v1
2502.07469 v1

Coverage vector

measured 31 of 31 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-08T12:41:56.163577Z

measured 33 of 33 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-05T11:25:54.638310Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-10T23:25:51.800290Z

Reference resolution

31 of 31 outbound references displayed

verified exact1
verified fuzzy4
unresolved24
parse uncertain0
malformed identifier2
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 818a4add-e9fb-4ac5-ab20-c0ca14155c46 · outbound

This paper cites A Foundation Model for the Earth System.

5D Neural Surrogates for Nonlinear Gyrokinetic Simulations of Plasma Turbulence A Foundation Model for the Earth System

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-08T12:41:56.047115Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 444f5508-621b-4cd7-8ca9-d44b40cd4242 · outbound

This paper cites Brunton, Bernd R.

5D Neural Surrogates for Nonlinear Gyrokinetic Simulations of Plasma Turbulence Brunton, Bernd R

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T12:41:56.844339Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation dcfa0155-35db-4550-8e38-77a202c62763 · outbound

This paper cites Those figures show all 10 pairwise combinations of axes.

5D Neural Surrogates for Nonlinear Gyrokinetic Simulations of Plasma Turbulence Those figures show all 10 pairwise combinations of axes

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T12:41:56.810607Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation dd8fbf5e-c6be-4d79-aa04-321ad13754fc · outbound

This paper cites an unresolved cited work.

5D Neural Surrogates for Nonlinear Gyrokinetic Simulations of Plasma Turbulence Unresolved cited work

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-08T12:41:56.068623Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9a2c28a0-d4dc-4b87-9ad9-2d39d481addc · outbound

This paper cites an unresolved cited work.

5D Neural Surrogates for Nonlinear Gyrokinetic Simulations of Plasma Turbulence Unresolved cited work

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-08T12:41:56.072691Z

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Observation f2be4054-9e1e-4c11-9182-d8fe7876997d · outbound

This paper cites doi: 10.1063/5.0174478.

5D Neural Surrogates for Nonlinear Gyrokinetic Simulations of Plasma Turbulence doi: 10.1063/5.0174478

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-08T12:41:56.077614Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2df986d2-a3d0-41e2-8cb4-fab3f778c9aa · outbound

This paper cites Kingma and Jimmy Ba.

5D Neural Surrogates for Nonlinear Gyrokinetic Simulations of Plasma Turbulence Kingma and Jimmy Ba

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T12:41:56.833145Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 90c41ded-98f9-4535-b659-ad5d514f4a05 · outbound

This paper cites ISBN 9798400701900.

5D Neural Surrogates for Nonlinear Gyrokinetic Simulations of Plasma Turbulence ISBN 9798400701900

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-08T12:41:56.090456Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 464ef3f5-894b-40c4-8e5d-eed05ce24ec0 · outbound

This paper cites Neural Operator: Graph Kernel Network for Partial Differential Equations.

5D Neural Surrogates for Nonlinear Gyrokinetic Simulations of Plasma Turbulence Neural Operator: Graph Kernel Network for Partial Differential Equations

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-08T12:41:56.094608Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0defaf1c-f146-4706-81d3-5950fff5e9f8 · outbound

This paper cites Swin transformer: Hierarchical vision transformer using shifted windows.

5D Neural Surrogates for Nonlinear Gyrokinetic Simulations of Plasma Turbulence Swin transformer: Hierarchical vision transformer using shifted windows

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T12:41:56.822619Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 37099a6e-5ffc-42b2-88cb-59e870b61e7d · outbound

This paper cites an unresolved cited work.

5D Neural Surrogates for Nonlinear Gyrokinetic Simulations of Plasma Turbulence Unresolved cited work

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-08T12:41:56.110784Z

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Observation 8a8e4cff-ac8b-4218-afe4-00e592948f9c · outbound

This paper cites Amil Merchant, Simon L.

5D Neural Surrogates for Nonlinear Gyrokinetic Simulations of Plasma Turbulence Amil Merchant, Simon L

Reference 19

Resolution: malformed identifier; no resolver link, observed 2026-08-08T12:41:56.114721Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5d5f6399-9019-4245-9512-56c77aa93647 · outbound

This paper cites an unresolved cited work.

5D Neural Surrogates for Nonlinear Gyrokinetic Simulations of Plasma Turbulence Unresolved cited work

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-08T12:41:56.119433Z

Source-reported events for the cited work

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Observation 75670e0f-7c23-4851-b6f8-cd3de00bb924 · outbound

This paper cites 8 Preprint.

5D Neural Surrogates for Nonlinear Gyrokinetic Simulations of Plasma Turbulence 8 Preprint

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-08T12:41:56.123781Z

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Observation c2af2acf-4c1b-4462-9b2f-4ea9674f01f6 · outbound

This paper cites Tung Nguyen, Johannes Brandstetter, Ashish Kapoor, Jayesh K.

5D Neural Surrogates for Nonlinear Gyrokinetic Simulations of Plasma Turbulence Tung Nguyen, Johannes Brandstetter, Ashish Kapoor, Jayesh K

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-08T12:41:56.127597Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e5196255-a06e-4714-9ee0-64e8a0c52eed · outbound

This paper cites an unresolved cited work.

5D Neural Surrogates for Nonlinear Gyrokinetic Simulations of Plasma Turbulence Unresolved cited work

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-08T12:41:56.139852Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 766d0975-a64e-4601-9be6-8c250c2b7b6a · outbound

This paper cites MatterSim: A Deep Learning Atomistic Model Across Elements, Temperatures and Pressures.

5D Neural Surrogates for Nonlinear Gyrokinetic Simulations of Plasma Turbulence MatterSim: A Deep Learning Atomistic Model Across Elements, Temperatures and Pressures

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-08T12:41:56.151646Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8e1094a7-9195-46ea-9f4a-534fd8201dd4 · outbound

This paper cites Artificial Intelligence for Science in Quantum, Atomistic, and Continuum Systems.

5D Neural Surrogates for Nonlinear Gyrokinetic Simulations of Plasma Turbulence Artificial Intelligence for Science in Quantum, Atomistic, and Continuum Systems

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-08T12:41:56.159746Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3105b397-1f14-4a06-9ed8-d9b1315427da · outbound

This paper cites doi: 10.1063/1.2178779.

5D Neural Surrogates for Nonlinear Gyrokinetic Simulations of Plasma Turbulence doi: 10.1063/1.2178779

Reference 2006

Resolution: unresolved; no resolver link, observed 2026-08-08T12:41:56.081752Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ad44baad-07d0-4edf-8111-57cb97e8eb23 · outbound

This paper cites Physics-based Deep Learning.

5D Neural Surrogates for Nonlinear Gyrokinetic Simulations of Plasma Turbulence Physics-based Deep Learning

Reference 2007

Resolution: unresolved; no resolver link, observed 2026-08-08T12:41:56.147556Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 61c1ec00-9d9e-43d5-b215-1e8fccfd4dd3 · outbound

This paper cites doi: https://doi.org/10.1016/j.cpc.2009.07.001.

5D Neural Surrogates for Nonlinear Gyrokinetic Simulations of Plasma Turbulence doi: https://doi.org/10.1016/j.cpc.2009.07.001

Reference 2009

Resolution: unresolved; no resolver link, observed 2026-08-08T12:41:56.131503Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 06754e45-e613-41f6-9386-010251f1657a · outbound

This paper cites doi: 10.1063/1.3505308.

5D Neural Surrogates for Nonlinear Gyrokinetic Simulations of Plasma Turbulence doi: 10.1063/1.3505308

Reference 2010

Resolution: unresolved; no resolver link, observed 2026-08-08T12:41:56.143547Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2bfbfde0-aa3b-4c8d-94e0-180ea8cd030f · outbound

This paper cites Olaf Ronneberger, Philipp Fischer, and Thomas Brox.

5D Neural Surrogates for Nonlinear Gyrokinetic Simulations of Plasma Turbulence Olaf Ronneberger, Philipp Fischer, and Thomas Brox

Reference 2014

Resolution: unresolved; no resolver link, observed 2026-08-08T12:41:56.135701Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b176ec63-08f5-4265-980b-5359007ae4cf · outbound

This paper cites Johannes Brandstetter.

5D Neural Surrogates for Nonlinear Gyrokinetic Simulations of Plasma Turbulence Johannes Brandstetter

Reference 2015

Resolution: unresolved; no resolver link, observed 2026-08-08T12:41:56.051698Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a2e320c3-5653-4b43-872f-4e7877ca0c6a · outbound

This paper cites an unresolved cited work.

5D Neural Surrogates for Nonlinear Gyrokinetic Simulations of Plasma Turbulence Unresolved cited work

Reference 2017

Resolution: unresolved; no resolver link, observed 2026-08-08T12:41:56.064429Z

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Unavailable: canonical work link unavailable.

Observation 1f1c0548-bb44-4435-b5bc-a92db113ba2b · outbound

This paper cites doi: https://doi.org/10.1146/annurev-fluid-010719-060214.

5D Neural Surrogates for Nonlinear Gyrokinetic Simulations of Plasma Turbulence doi: https://doi.org/10.1146/annurev-fluid-010719-060214

Reference 2020

Resolution: unresolved; no resolver link, observed 2026-08-08T12:41:56.060336Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9a14505c-26d0-403d-acf6-323edef886f3 · outbound

This paper cites Ze Liu, Jia Ning, Yue Cao, Yixuan Wei, Zheng Zhang, Stephen Lin, and Han Hu.

5D Neural Surrogates for Nonlinear Gyrokinetic Simulations of Plasma Turbulence Ze Liu, Jia Ning, Yue Cao, Yixuan Wei, Zheng Zhang, Stephen Lin, and Han Hu

Reference 2021

Resolution: verified exact; arxiv_id_nonexistent, observed 2026-08-08T12:41:56.774931Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 43d06695-455d-4a06-a676-b35f545cbe66 · outbound

This paper cites Lu Lu, Pengzhan Jin, Guofei Pang, Zhongqiang Zhang, and George Em Karniadakis.

5D Neural Surrogates for Nonlinear Gyrokinetic Simulations of Plasma Turbulence Lu Lu, Pengzhan Jin, Guofei Pang, Zhongqiang Zhang, and George Em Karniadakis

Reference 2022

Resolution: malformed identifier; arxiv_id_nonexistent, observed 2026-08-08T12:41:56.570691Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 605a9616-7c1f-41f9-b643-c5e61bb2d741 · outbound

This paper cites A Foundation Model for the Earth System.

5D Neural Surrogates for Nonlinear Gyrokinetic Simulations of Plasma Turbulence A Foundation Model for the Earth System

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-08T12:41:56.042952Z

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Unavailable: canonical work link unavailable.

Observation 4892433c-595d-4e46-9ba9-af70a315b0e5 · outbound

This paper cites Universal Physics Transformers: A Framework For Efficiently Scaling Neural Operators.

5D Neural Surrogates for Nonlinear Gyrokinetic Simulations of Plasma Turbulence Universal Physics Transformers: A Framework For Efficiently Scaling Neural Operators

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-08T12:41:56.037974Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 645f4b6a-a355-4878-a60b-0457403fe168 · outbound

This paper cites Artificial Intelligence for Science in Quantum, Atomistic, and Continuum Systems.

5D Neural Surrogates for Nonlinear Gyrokinetic Simulations of Plasma Turbulence Artificial Intelligence for Science in Quantum, Atomistic, and Continuum Systems

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-08T12:41:56.155810Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation ca466c7d-f981-4eb7-96f3-d8893985e207 · inbound

NeuroQD: A Learning-Based Simulation Framework For Quantum Dot Devices cites this paper.

NeuroQD: A Learning-Based Simulation Framework For Quantum Dot Devices 5D Neural Surrogates for Nonlinear Gyrokinetic Simulations of Plasma Turbulence

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-05T11:25:54.638310Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b236fe2b-168a-4252-984f-14b9d508555c · inbound

Plasma GraphRAG: Physics-Grounded Parameter Selection for Gyrokinetic Simulations cites this paper.

Plasma GraphRAG: Physics-Grounded Parameter Selection for Gyrokinetic Simulations 5D Neural Surrogates for Nonlinear Gyrokinetic Simulations of Plasma Turbulence

Reference 13

Resolution: verified exact; arxiv_id, observed 2026-05-10T23:25:51.805667Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.