Paper Citation Record · LEDGER

Heuristic Learning for Active Flow Control Using Coding Agents

As of 8 August 2026, this Paper Citation Record lists 35 of 35 outbound references and 0 inbound Pith citation observations for arXiv:2607.11565.

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

pith.paper-citation-record.v1
2607.11565 v1

Coverage vector

measured 35 of 35 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-07-14T04:44:42.371749Z

measured 35 of 35 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+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

35 of 35 outbound references displayed

verified exact5
verified fuzzy0
unresolved29
parse uncertain0
malformed identifier1
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 85eb0089-2ca2-4bc0-a15f-cfdfee2a327b · outbound

This paper cites Vincent Belus, Jean Rabault, Jonathan Viquerat, Zhizhao Che, Elie Hachem, and Ulysse Reglade.

Heuristic Learning for Active Flow Control Using Coding Agents Vincent Belus, Jean Rabault, Jonathan Viquerat, Zhizhao Che, Elie Hachem, and Ulysse Reglade

Reference 1

Resolution: unresolved; no resolver link, observed 2026-07-14T04:44:42.371749Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f24e6ce1-935b-41b4-994f-b2c5e1f04e3b · outbound

This paper cites Gerben Beintema, Alessandro Corbetta, Luca Biferale, and Federico Toschi.

Heuristic Learning for Active Flow Control Using Coding Agents Gerben Beintema, Alessandro Corbetta, Luca Biferale, and Federico Toschi

Reference 2

Resolution: verified exact; doi, observed 2026-07-14T04:50:15.712835Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation c0e21613-bdf5-4a7c-9bf9-9b3725273396 · outbound

This paper cites Elie Hachem, H.

Heuristic Learning for Active Flow Control Using Coding Agents Elie Hachem, H

Reference 3

Resolution: unresolved; no resolver link, observed 2026-07-14T04:44:42.371749Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ef636b84-2a25-4e10-82d7-dcb582c57db6 · outbound

This paper cites an unresolved cited work.

Heuristic Learning for Active Flow Control Using Coding Agents Unresolved cited work

Reference 4

Resolution: unresolved; no resolver link, observed 2026-07-14T04:44:42.371749Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 046f93e8-88db-4657-aa80-1c15c91819ac · outbound

This paper cites Siddhartha Verma, Guido Novati, and Petros Koumoutsakos.

Heuristic Learning for Active Flow Control Using Coding Agents Siddhartha Verma, Guido Novati, and Petros Koumoutsakos

Reference 5

Resolution: verified exact; doi, observed 2026-07-14T04:50:15.702742Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation c894699e-d299-4087-89cc-29ed1107d0a5 · outbound

This paper cites Jonathan Viquerat, Jean Rabault, Alexander Kuhnle, Hassan Ghraieb, Aurélien Larcher, and Elie Hachem.

Heuristic Learning for Active Flow Control Using Coding Agents Jonathan Viquerat, Jean Rabault, Alexander Kuhnle, Hassan Ghraieb, Aurélien Larcher, and Elie Hachem

Reference 6

Resolution: unresolved; no resolver link, observed 2026-07-14T04:44:42.371749Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2e69a357-72e1-40bd-8f8f-f0081db7fcde · outbound

This paper cites Dixia Fan, Liu Yang, Zhicheng Wang, Michael S.

Heuristic Learning for Active Flow Control Using Coding Agents Dixia Fan, Liu Yang, Zhicheng Wang, Michael S

Reference 7

Resolution: unresolved; no resolver link, observed 2026-07-14T04:44:42.371749Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ee8cd1cf-9a4f-4f16-bb78-031d5eeece58 · outbound

This paper cites Jean Rabault and Alexander Kuhnle.

Heuristic Learning for Active Flow Control Using Coding Agents Jean Rabault and Alexander Kuhnle

Reference 8

Resolution: unresolved; no resolver link, observed 2026-07-14T04:44:42.371749Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 790632fd-e784-466f-af5a-8d7be2e63df5 · outbound

This paper cites Jonathan Viquerat and Elie Hachem.

Heuristic Learning for Active Flow Control Using Coding Agents Jonathan Viquerat and Elie Hachem

Reference 9

Resolution: unresolved; no resolver link, observed 2026-07-14T04:44:42.371749Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bfa643fd-3f84-4774-9cca-4b518dbf7203 · outbound

This paper cites an unresolved cited work.

Heuristic Learning for Active Flow Control Using Coding Agents Unresolved cited work

Reference 10

Resolution: verified exact; doi, observed 2026-07-14T04:50:15.697636Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 96ef7870-4715-490f-a3db-ae778572ad45 · outbound

This paper cites Dzmitry Bahdanau, Kyunghyun Cho, and Yoshua Bengio.

Heuristic Learning for Active Flow Control Using Coding Agents Dzmitry Bahdanau, Kyunghyun Cho, and Yoshua Bengio

Reference 11

Resolution: verified exact; doi, observed 2026-07-14T04:50:15.746849Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation a0ce6ad1-b7df-4333-8fb1-d32335ca86ef · outbound

This paper cites Gomez, Lukasz Kaiser, and Illia Polosukhin.

Heuristic Learning for Active Flow Control Using Coding Agents Gomez, Lukasz Kaiser, and Illia Polosukhin

Reference 12

Resolution: unresolved; no resolver link, observed 2026-07-14T04:44:42.371749Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 924c4649-52b4-42cb-96ef-e1cf5751ab68 · outbound

This paper cites Evaluating Large Language Models Trained on Code.

Heuristic Learning for Active Flow Control Using Coding Agents Evaluating Large Language Models Trained on Code

Reference 14

Resolution: unresolved; no resolver link, observed 2026-07-14T04:44:42.371749Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fb7f2fbf-c3c9-4092-a280-8dd243b01b25 · outbound

This paper cites Anthropic.

Heuristic Learning for Active Flow Control Using Coding Agents Anthropic

Reference 15

Resolution: unresolved; no resolver link, observed 2026-07-14T04:44:42.371749Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6c1e9b97-2215-4bd5-ae3c-a827b1bb261c · outbound

This paper cites Introducing the codex app.

Heuristic Learning for Active Flow Control Using Coding Agents Introducing the codex app

Reference 16

Resolution: unresolved; no resolver link, observed 2026-07-14T04:44:42.371749Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9aaf3db7-9f20-4f98-93a1-13066bf45a2a · outbound

This paper cites Feng Ren, Jean Rabault, and Hui Tang.

Heuristic Learning for Active Flow Control Using Coding Agents Feng Ren, Jean Rabault, and Hui Tang

Reference 17

Resolution: unresolved; no resolver link, observed 2026-07-14T04:44:42.371749Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5764d328-0a9e-4d95-8065-e30fb34066c1 · outbound

This paper cites Paul Garnier, Jonathan Viquerat, Jean Rabault, Aurélien Larcher, Alexander Kuhnle, and Elie Hachem.

Heuristic Learning for Active Flow Control Using Coding Agents Paul Garnier, Jonathan Viquerat, Jean Rabault, Aurélien Larcher, Alexander Kuhnle, and Elie Hachem

Reference 18

Resolution: unresolved; no resolver link, observed 2026-07-14T04:44:42.371749Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1bd35c3c-d5db-46a2-8ec0-aa681393e56f · outbound

This paper cites 2021.104973.

Heuristic Learning for Active Flow Control Using Coding Agents 2021.104973

Reference 19

Resolution: malformed identifier; no resolver link, observed 2026-07-14T04:44:42.371749Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d619cd80-480d-4ee1-b405-01668b85f051 · outbound

This paper cites Emanuel Todorov, Tom Erez, and Yuval Tassa.

Heuristic Learning for Active Flow Control Using Coding Agents Emanuel Todorov, Tom Erez, and Yuval Tassa

Reference 20

Resolution: unresolved; no resolver link, observed 2026-07-14T04:44:42.371749Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 831b2650-2b48-43e9-8521-9506fb9556fd · outbound

This paper cites an unresolved cited work.

Heuristic Learning for Active Flow Control Using Coding Agents Unresolved cited work

Reference 21

Resolution: unresolved; no resolver link, observed 2026-07-14T04:44:42.371749Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f1e6fdd9-5e72-4735-b105-429cf61baff0 · outbound

This paper cites Jannis Becktepe, Aleksandra Franz, Nils Thuerey, and Sebastian Peitz.

Heuristic Learning for Active Flow Control Using Coding Agents Jannis Becktepe, Aleksandra Franz, Nils Thuerey, and Sebastian Peitz

Reference 22

Resolution: verified exact; doi, observed 2026-07-14T04:50:15.738076Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 14f64a54-58bd-4bb1-b304-17e315ce1da9 · outbound

This paper cites Plug-and-Play Benchmarking of Reinforcement Learning Algorithms for Large-Scale Flow Control.

Heuristic Learning for Active Flow Control Using Coding Agents Plug-and-Play Benchmarking of Reinforcement Learning Algorithms for Large-Scale Flow Control

Reference 23

Resolution: unresolved; no resolver link, observed 2026-07-14T04:44:42.371749Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2a9c5ece-1b3e-4ee8-ae05-258335f07db5 · outbound

This paper cites GEPA: Reflective Prompt Evolution Can Outperform Reinforcement Learning.

Heuristic Learning for Active Flow Control Using Coding Agents GEPA: Reflective Prompt Evolution Can Outperform Reinforcement Learning

Reference 24

Resolution: unresolved; no resolver link, observed 2026-07-14T04:44:42.371749Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation faa636a4-b382-437e-bdca-723a4f9ea488 · outbound

This paper cites Automatic Prompt Optimization with "Gradient Descent" and Beam Search.

Heuristic Learning for Active Flow Control Using Coding Agents Automatic Prompt Optimization with "Gradient Descent" and Beam Search

Reference 25

Resolution: unresolved; no resolver link, observed 2026-07-14T04:44:42.371749Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 28752b13-c636-4131-a940-388aa997969c · outbound

This paper cites Self-refine: Iterative refinement with self-feedback.Advances in neural information processing systems, 36:46534–46594,.

Heuristic Learning for Active Flow Control Using Coding Agents Self-refine: Iterative refinement with self-feedback.Advances in neural information processing systems, 36:46534–46594,

Reference 26

Resolution: unresolved; no resolver link, observed 2026-07-14T04:44:42.371749Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 25f1451d-cbae-4a7d-8052-13ae3e423aba · outbound

This paper cites TextGrad: Automatic "Differentiation" via Text.

Heuristic Learning for Active Flow Control Using Coding Agents TextGrad: Automatic "Differentiation" via Text

Reference 27

Resolution: unresolved; no resolver link, observed 2026-07-14T04:44:42.371749Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4f79d55a-0418-43b7-9e2f-f452da6a0f05 · outbound

This paper cites AlphaEvolve: A coding agent for scientific and algorithmic discovery.

Heuristic Learning for Active Flow Control Using Coding Agents AlphaEvolve: A coding agent for scientific and algorithmic discovery

Reference 28

Resolution: unresolved; no resolver link, observed 2026-07-14T04:44:42.371749Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f8251422-9507-49b9-bb52-3fa158c849cf · outbound

This paper cites Evolution through Large Models.

Heuristic Learning for Active Flow Control Using Coding Agents Evolution through Large Models

Reference 29

Resolution: unresolved; no resolver link, observed 2026-07-14T04:44:42.371749Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 27817339-906b-449c-bd8f-7d42c7eaaf98 · outbound

This paper cites AFlow: Automating Agentic Workflow Generation.

Heuristic Learning for Active Flow Control Using Coding Agents AFlow: Automating Agentic Workflow Generation

Reference 30

Resolution: unresolved; no resolver link, observed 2026-07-14T04:44:42.371749Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 84b61347-58df-44be-88a4-eac6373f5a14 · outbound

This paper cites What learning algorithm is in-context learning? Investigations with linear models.

Heuristic Learning for Active Flow Control Using Coding Agents What learning algorithm is in-context learning? Investigations with linear models

Reference 31

Resolution: unresolved; no resolver link, observed 2026-07-14T04:44:42.371749Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3049eb68-6955-47ee-b808-8a6bb8d35b7f · outbound

This paper cites Using gpt-5.5.

Heuristic Learning for Active Flow Control Using Coding Agents Using gpt-5.5

Reference 32

Resolution: unresolved; no resolver link, observed 2026-07-14T04:44:42.371749Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 83033ce1-3c24-4e76-a235-4e41468cd2f6 · outbound

This paper cites Model configuration.

Heuristic Learning for Active Flow Control Using Coding Agents Model configuration

Reference 33

Resolution: unresolved; no resolver link, observed 2026-07-14T04:44:42.371749Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7431b262-e126-4959-b6cf-360357fa6742 · outbound

This paper cites Accessed: 2026-06-10.

Heuristic Learning for Active Flow Control Using Coding Agents Accessed: 2026-06-10

Reference 34

Resolution: unresolved; no resolver link, observed 2026-07-14T04:44:42.371749Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f53e8e05-2720-452f-a974-4697e3439c64 · outbound

This paper cites Codex cli.https://developers.openai.com/codex/cli, 2026e.

Heuristic Learning for Active Flow Control Using Coding Agents Codex cli.https://developers.openai.com/codex/cli, 2026e

Reference 35

Resolution: unresolved; no resolver link, observed 2026-07-14T04:44:42.371749Z

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Unavailable: canonical work link unavailable.

Observation f24aafc3-8ddd-4fc9-9437-da3f019c2f36 · outbound

This paper cites A Environment Suite The benchmark suite contains 13 environments: 6 larger FluidGym flow-control cases and 7 compact BEACON control cases.

Heuristic Learning for Active Flow Control Using Coding Agents A Environment Suite The benchmark suite contains 13 environments: 6 larger FluidGym flow-control cases and 7 compact BEACON control cases

Reference 36

Resolution: unresolved; no resolver link, observed 2026-07-14T04:44:42.371749Z

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Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.