Pith. sign in

Paper Citation Record · LEDGER

Reinforcement learning-enhanced genetic algorithm for wind farm layout optimization

As of 13 August 2026, this Paper Citation Record lists 55 of 55 outbound references and 0 inbound Pith citation observations for arXiv:2412.06803.

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

pith.paper-citation-record.v1
2412.06803 v1

Coverage vector

measured 55 of 55 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-12T13:56:20.050184Z

measured 55 of 55 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-13T06:32:02.005865+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

55 of 55 outbound references displayed

  • verified exact1
  • verified fuzzy23
  • unresolved31
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 7f13c145-ece0-4e5e-952a-42ae87b8a6af · outbound

This paper cites Veers, K.

Reinforcement learning-enhanced genetic algorithm for wind farm layout optimization Veers, K

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T13:56:20.898759Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T13:56:19.807660Z digest=sha256:14d23706bb1c64030661ed77e335d18830ba9935e58d85e3cc995ecfff85e4df

Observation 87a8a697-c883-4a93-a900-c68119990750 · outbound

This paper cites Meyers, C.

Reinforcement learning-enhanced genetic algorithm for wind farm layout optimization Meyers, C

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T13:56:20.883231Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T13:56:19.812997Z digest=sha256:50c797a878cc4187f74c1bf96a42f2cd223a059e74b37adcbe1dea31ecccbef4

Observation 5d018406-11dd-4e70-90f4-8253671019c8 · outbound

This paper cites an unresolved cited work.

Reinforcement learning-enhanced genetic algorithm for wind farm layout optimization Unresolved cited work

Reference 3

Resolution
unresolved
raw_fallback, observed 2026-08-12T13:56:20.868428Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T13:56:19.817733Z digest=sha256:eab791dd9b09db639a8ed6c427d468248d8a7005930dc71c620956198853eb5c

Observation 3cd253ef-e70e-4ac9-9d39-3046ea10bb1d · outbound

This paper cites an unresolved cited work.

Reinforcement learning-enhanced genetic algorithm for wind farm layout optimization Unresolved cited work

Reference 4

Resolution
unresolved
raw_fallback, observed 2026-08-12T13:56:20.853981Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T13:56:19.822452Z digest=sha256:429456b1b9ea4109c95d43efe1efb407653d008a4ee94989c090824c57ac7f64

Observation bba5dc02-b7a2-4d48-9f49-6fb35d0e2188 · outbound

This paper cites an unresolved cited work.

Reinforcement learning-enhanced genetic algorithm for wind farm layout optimization Unresolved cited work

Reference 5

Resolution
unresolved
raw_fallback, observed 2026-08-12T13:56:20.839695Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T13:56:19.827145Z digest=sha256:b60899a1cf48477cfcae363c3de42c2f00adb4ccc76233361379378ed123f0f0

Observation cf193b2a-8c34-449d-92ae-dabbb09a6173 · outbound

This paper cites an unresolved cited work.

Reinforcement learning-enhanced genetic algorithm for wind farm layout optimization Unresolved cited work

Reference 6

Resolution
unresolved
raw_fallback, observed 2026-08-12T13:56:20.825594Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T13:56:19.831927Z digest=sha256:d0ea82a2d827477b37ca98bfedf2625488b0bd7730134a04226ca15e4bd7b2f4

Observation 10e4dacf-9a77-46b0-b56d-8421e4e4ff3b · outbound

This paper cites an unresolved cited work.

Reinforcement learning-enhanced genetic algorithm for wind farm layout optimization Unresolved cited work

Reference 7

Resolution
unresolved
raw_fallback, observed 2026-08-12T13:56:20.810784Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T13:56:19.837167Z digest=sha256:987561feca3d51c344223aa667ff1bd7954bc95daf514c0b7524f92cac4f92ee

Observation bc9338a8-0c9f-4670-ad44-51a1de4af251 · outbound

This paper cites an unresolved cited work.

Reinforcement learning-enhanced genetic algorithm for wind farm layout optimization Unresolved cited work

Reference 8

Resolution
unresolved
raw_fallback, observed 2026-08-12T13:56:20.796400Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T13:56:19.841480Z digest=sha256:fbd5b55443f98ab1d2835f4ca3fa1f1da27adc9a135d9384c7e6ac3430bd8e23

Observation da6e7d3d-c0c4-48cc-8df4-07b270ea1618 · outbound

This paper cites Katic, J.

Reinforcement learning-enhanced genetic algorithm for wind farm layout optimization Katic, J

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T13:56:20.782550Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T13:56:19.845857Z digest=sha256:b04ca5d9eca9818fa432e348917cf5eaf20a228454f226a77350591c2a45d335

Observation f03f6564-f49c-49c0-b596-4b05815e97b6 · outbound

This paper cites Bastankhah, F.

Reinforcement learning-enhanced genetic algorithm for wind farm layout optimization Bastankhah, F

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T13:56:20.768159Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T13:56:19.850201Z digest=sha256:49be686237b95942b6a7bf2d026c90f11bfd9b48631c96f1a1519cb66110965b

Observation 53bb6739-9199-47a2-b916-3be8e5b45e00 · outbound

This paper cites an unresolved cited work.

Reinforcement learning-enhanced genetic algorithm for wind farm layout optimization Unresolved cited work

Reference 11

Resolution
unresolved
raw_fallback, observed 2026-08-12T13:56:20.754065Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T13:56:19.854523Z digest=sha256:ee8a4ae193c927291cac8a68f4121f31fa52aac0f53359c536ef5ee0ec677f95

Observation cb2bdceb-9665-4350-87bf-26b805198a07 · outbound

This paper cites Keane, Advancement of an analytical double-gaussian full wind turbine wake model, Renewable Energy 171 (2021) 687–708.

Reinforcement learning-enhanced genetic algorithm for wind farm layout optimization Keane, Advancement of an analytical double-gaussian full wind turbine wake model, Renewable Energy 171 (2021) 687–708

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T13:56:20.739895Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T13:56:19.858861Z digest=sha256:c5ba74e8a2efb09d7cc55b8bc35f7bb4fa0139bc531831959cb651c0c90454e3

Observation dfc9a797-1e2b-408f-baf8-f3b6efac0cbe · outbound

This paper cites an unresolved cited work.

Reinforcement learning-enhanced genetic algorithm for wind farm layout optimization Unresolved cited work

Reference 13

Resolution
unresolved
raw_fallback, observed 2026-08-12T13:56:20.725192Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T13:56:19.863237Z digest=sha256:6d074364b698d378ca002cf9fb73b181ac41918a49bfa242c68522821ae3a33d

Observation a3caf083-1046-47bc-8972-618306699269 · outbound

This paper cites Bastankhah, F.

Reinforcement learning-enhanced genetic algorithm for wind farm layout optimization Bastankhah, F

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T13:56:20.711189Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T13:56:19.867692Z digest=sha256:716cb44bcd53cce87b70e0d576843d7af43b08fcfb0d0f099cc227eb623066e0

Observation 0217fc1e-c134-40a2-a231-3c11ff5acced · outbound

This paper cites Cheng, M.

Reinforcement learning-enhanced genetic algorithm for wind farm layout optimization Cheng, M

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T13:56:20.696819Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T13:56:19.872349Z digest=sha256:da510d754f4a27ae55c595a323a45db1d0daa863b66225007267bed372228080

Observation e2e4163f-085d-4fc6-9555-2ffdd4b1dc26 · outbound

This paper cites Mosetti, C.

Reinforcement learning-enhanced genetic algorithm for wind farm layout optimization Mosetti, C

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T13:56:20.682777Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T13:56:19.876963Z digest=sha256:b58f29c8bb433ac4e3f00a98d54045311bb59568d026a4f773d8f4e53923f926

Observation 2591dd51-48bd-4d56-9b4a-d902cd45f97b · outbound

This paper cites an unresolved cited work.

Reinforcement learning-enhanced genetic algorithm for wind farm layout optimization Unresolved cited work

Reference 17

Resolution
unresolved
raw_fallback, observed 2026-08-12T13:56:20.668612Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T13:56:19.881438Z digest=sha256:9554369ba3607f27f95af371ab38519c53ff187ad46d65bcdba2742791afa716

Observation 2a52411e-fe55-4107-ab7a-244a1c99f43f · outbound

This paper cites an unresolved cited work.

Reinforcement learning-enhanced genetic algorithm for wind farm layout optimization Unresolved cited work

Reference 18

Resolution
unresolved
raw_fallback, observed 2026-08-12T13:56:20.653630Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T13:56:19.885765Z digest=sha256:b557054f03b9400975a200b08491cc90594cc18ce0c14a1b7142ecb8c97c3616

Observation 11e5b32f-afb9-4081-a246-64f635fbe97f · outbound

This paper cites Rajper, I.

Reinforcement learning-enhanced genetic algorithm for wind farm layout optimization Rajper, I

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T13:56:20.638935Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T13:56:19.890028Z digest=sha256:2c0ce8b2353227758cc5069ef77bb7280988fb6b95cdd63225c08483ad48f1f4

Observation d60dc60f-8935-40df-94c2-379276532211 · outbound

This paper cites Parada, C.

Reinforcement learning-enhanced genetic algorithm for wind farm layout optimization Parada, C

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T13:56:20.623588Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T13:56:19.894376Z digest=sha256:668945f342fdf0236fe08574b84d05550585759574e2647f2e4936a165a340fe

Observation 8b87378e-adb5-42a5-b451-3cd5ec6925e7 · outbound

This paper cites an unresolved cited work.

Reinforcement learning-enhanced genetic algorithm for wind farm layout optimization Unresolved cited work

Reference 21

Resolution
unresolved
raw_fallback, observed 2026-08-12T13:56:20.608548Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T13:56:19.898523Z digest=sha256:764710ebc3bab4e30a4e055301c87314c7e5101e5891f3ec0329fff0347e05c7

Observation ab52e06c-1e71-4823-a89d-255fa61fb39c · outbound

This paper cites Wilson, S.

Reinforcement learning-enhanced genetic algorithm for wind farm layout optimization Wilson, S

Reference 22

Resolution
verified exact
doi, observed 2026-08-12T13:56:20.089917Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T13:56:19.902853Z digest=sha256:ed29780b8f60aff7217a7f1e2291c0a4f10629c5d16a5296b6ae567ef6f5daba

Observation 61839f46-9be0-4cc2-b4d0-90a356369ddd · outbound

This paper cites Barrera-Cardenas, M.

Reinforcement learning-enhanced genetic algorithm for wind farm layout optimization Barrera-Cardenas, M

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T13:56:20.594013Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T13:56:19.907051Z digest=sha256:275091b45cab404fced1f4f1b4f767225616eb0ac8abd68d364019130b60c39e

Observation ff850b7f-d57d-4baa-8357-cbe864fa6ea4 · outbound

This paper cites an unresolved cited work.

Reinforcement learning-enhanced genetic algorithm for wind farm layout optimization Unresolved cited work

Reference 24

Resolution
unresolved
raw_fallback, observed 2026-08-12T13:56:20.578823Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T13:56:19.910959Z digest=sha256:536ecd421ab4554ff4cbcdaa8e859691fa36a8e622fd0bb51fdf35f3251c97a5

Observation 9bc2b0ea-0e3b-444c-bf67-961a37e75953 · outbound

This paper cites an unresolved cited work.

Reinforcement learning-enhanced genetic algorithm for wind farm layout optimization Unresolved cited work

Reference 25

Resolution
unresolved
raw_fallback, observed 2026-08-12T13:56:20.564131Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T13:56:19.915164Z digest=sha256:57e7aeb4681cf713b0d3d9135c4eca7f4140481b5b2d02d31bae0af4800e0d49

Observation 1353713b-f969-47f7-baa3-b05b06496de6 · outbound

This paper cites an unresolved cited work.

Reinforcement learning-enhanced genetic algorithm for wind farm layout optimization Unresolved cited work

Reference 26

Resolution
unresolved
raw_fallback, observed 2026-08-12T13:56:20.550012Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T13:56:19.919214Z digest=sha256:2ebd950154edcae61601ca4d778206ba61139ced7f00b580c88c94a765c6f75a

Observation 40c1ff73-fc27-4a67-b04b-9eeffee7134b · outbound

This paper cites an unresolved cited work.

Reinforcement learning-enhanced genetic algorithm for wind farm layout optimization Unresolved cited work

Reference 27

Resolution
unresolved
raw_fallback, observed 2026-08-12T13:56:20.534938Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T13:56:19.923267Z digest=sha256:8fd176cf98e6836e11f0e651ae59823eada6e127cfecd6869ae8a29b5a11fd2e

Observation 929665db-28d3-4129-9d5a-bf9cab616181 · outbound

This paper cites Elkinton, J.

Reinforcement learning-enhanced genetic algorithm for wind farm layout optimization Elkinton, J

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T13:56:20.519776Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T13:56:19.927461Z digest=sha256:50fa6836636828fe6ad14ab8140aad7d9a94daf5cae2f4189faea888d599b014

Observation 4b1c75cd-038b-4b74-bd07-3d2cfd2606fb · outbound

This paper cites an unresolved cited work.

Reinforcement learning-enhanced genetic algorithm for wind farm layout optimization Unresolved cited work

Reference 29

Resolution
unresolved
raw_fallback, observed 2026-08-12T13:56:20.504861Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T13:56:19.931527Z digest=sha256:b001a7155e81a13e2c4ce3b137fe49bbd473b8cd0bb7c5d3dac1453ae97b7dc0

Observation 00079f2d-235f-46f8-9adf-0af961c194a4 · outbound

This paper cites an unresolved cited work.

Reinforcement learning-enhanced genetic algorithm for wind farm layout optimization Unresolved cited work

Reference 30

Resolution
unresolved
raw_fallback, observed 2026-08-12T13:56:20.489061Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T13:56:19.936043Z digest=sha256:8d2f2d9dc118a983362f314fd861ca412152d5c66958e082cb49a3b7311e687d

Observation 8cb54c05-a6c6-43ea-8615-7a97139b4667 · outbound

This paper cites Vyshnav, M.

Reinforcement learning-enhanced genetic algorithm for wind farm layout optimization Vyshnav, M

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T13:56:20.474603Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T13:56:19.940813Z digest=sha256:f0953892636efc7d18f784b2f6535908329c022c2e133ebfb4549331c601026c

Observation 52f90693-fd14-476f-8ad1-67827f04f407 · outbound

This paper cites an unresolved cited work.

Reinforcement learning-enhanced genetic algorithm for wind farm layout optimization Unresolved cited work

Reference 32

Resolution
unresolved
raw_fallback, observed 2026-08-12T13:56:20.458437Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T13:56:19.945271Z digest=sha256:d5756911f6449c6695f92b1897919b91483cf74b324e9c474267deb37abd4502

Observation 0337a1b7-8a18-456b-aa1b-dba4819dbbc0 · outbound

This paper cites an unresolved cited work.

Reinforcement learning-enhanced genetic algorithm for wind farm layout optimization Unresolved cited work

Reference 33

Resolution
unresolved
raw_fallback, observed 2026-08-12T13:56:20.443780Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T13:56:19.949917Z digest=sha256:8980fb6bbfde70a3d6f43608501392cdfbc7f9482422b2aec7a880c6393d9664

Observation b2dfb0c7-799c-4fd0-8913-de5bac3123ae · outbound

This paper cites an unresolved cited work.

Reinforcement learning-enhanced genetic algorithm for wind farm layout optimization Unresolved cited work

Reference 34

Resolution
unresolved
raw_fallback, observed 2026-08-12T13:56:20.428879Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T13:56:19.954522Z digest=sha256:c20de76a18447cd73a5be7b2762a7161fff05eb18b92e588f9c39d4517107b31

Observation 45dd4434-d8bc-4555-98d3-0f4b75ac8464 · outbound

This paper cites an unresolved cited work.

Reinforcement learning-enhanced genetic algorithm for wind farm layout optimization Unresolved cited work

Reference 35

Resolution
unresolved
raw_fallback, observed 2026-08-12T13:56:20.413788Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T13:56:19.959021Z digest=sha256:6d47b8bcd9ba555251875884193e1da4f26ca15750f9de2612e9b9c713ad35e9

Observation be712912-2437-4dcc-aef3-b10bcb58348e · outbound

This paper cites Stanfel, K.

Reinforcement learning-enhanced genetic algorithm for wind farm layout optimization Stanfel, K

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T13:56:20.398902Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T13:56:19.963543Z digest=sha256:89b8536b4f855b8608360626642e66eb1e7c48d39d8ea6b96d0264216ab179aa

Observation cf56ef74-2423-460c-bf52-b5db97dffcc9 · outbound

This paper cites an unresolved cited work.

Reinforcement learning-enhanced genetic algorithm for wind farm layout optimization Unresolved cited work

Reference 37

Resolution
unresolved
raw_fallback, observed 2026-08-12T13:56:20.383862Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T13:56:19.967875Z digest=sha256:47c98c6e9226ced7081cd4c894ea0fd881efe0fddedc3cd218bc3f5a26cb6d9f

Observation 61d242db-12be-41a9-9dea-4634ab74a802 · outbound

This paper cites an unresolved cited work.

Reinforcement learning-enhanced genetic algorithm for wind farm layout optimization Unresolved cited work

Reference 38

Resolution
unresolved
raw_fallback, observed 2026-08-12T13:56:20.368807Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T13:56:19.972710Z digest=sha256:9f843f2a376e2140b2882aca0405b63974be27fa532d3171fbf6ed2656abf6fe

Observation e3bcda62-09ab-4da2-bc2c-821cd79ac2a3 · outbound

This paper cites Grady, M.

Reinforcement learning-enhanced genetic algorithm for wind farm layout optimization Grady, M

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T13:56:20.353846Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T13:56:19.977504Z digest=sha256:17cf8eb99e3ccc25644981a25b02ad2716f2ca838c89fe6f2c4607496d609166

Observation ae5eb6ea-9d64-486d-b3ca-3cf09f91edf2 · outbound

This paper cites Schepers, ENDOW: Validation and improvement of ECN’s wake model, Energy research Centre of the Netherlands ECN Sint Maartensvlotbrug, The.

Reinforcement learning-enhanced genetic algorithm for wind farm layout optimization Schepers, ENDOW: Validation and improvement of ECN’s wake model, Energy research Centre of the Netherlands ECN Sint Maartensvlotbrug, The

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T13:56:20.338800Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T13:56:19.981898Z digest=sha256:c78a525dc1aff7df3fcdf7d6a26f029b00c0088490cabc8ca68cf46264d346d9

Observation 3e4398af-2e64-4555-a334-d98ca6872e0a · outbound

This paper cites Frandsen, On the wind speed reduction in the center of large clusters of wind turbines, Journal of Wind Engineering and Industrial Aerodynamics 39 (1-3) (1992) 251–265.

Reinforcement learning-enhanced genetic algorithm for wind farm layout optimization Frandsen, On the wind speed reduction in the center of large clusters of wind turbines, Journal of Wind Engineering and Industrial Aerodynamics 39 (1-3) (1992) 251–265

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T13:56:20.323529Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T13:56:19.986125Z digest=sha256:ce6e6f451c325aa054a7bb5d7912fcbc931120610ef6aaba29ee8d1ce9456744

Observation 4eeb8bb7-346e-49bd-ae74-eb5284b8ce37 · outbound

This paper cites G¨ o¸ cmen, P.

Reinforcement learning-enhanced genetic algorithm for wind farm layout optimization G¨ o¸ cmen, P

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T13:56:20.308055Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T13:56:19.990342Z digest=sha256:513a4deb52ce508e97ca7a082c4593b18b9c5f508a93dcd59d0af90b065fbb07

Observation 1e40753b-5489-45c3-a466-dea079df84a0 · outbound

This paper cites an unresolved cited work.

Reinforcement learning-enhanced genetic algorithm for wind farm layout optimization Unresolved cited work

Reference 43

Resolution
unresolved
raw_fallback, observed 2026-08-12T13:56:20.290865Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T13:56:19.994898Z digest=sha256:06a72c635ec8cbc74e977cfdca45b2996da4b5ee054739837267c40acf5dce64

Observation 3abe594e-74a3-455f-8e93-795283bb450f · outbound

This paper cites Port´ e-Agel, M.

Reinforcement learning-enhanced genetic algorithm for wind farm layout optimization Port´ e-Agel, M

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T13:56:20.275437Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T13:56:19.999527Z digest=sha256:595c75a5e278a1a8ec4c1a1dd1e3d90813c841656a38197e19aad1f088cd639d

Observation 39e105fa-168c-44f3-949f-038972bdafd7 · outbound

This paper cites an unresolved cited work.

Reinforcement learning-enhanced genetic algorithm for wind farm layout optimization Unresolved cited work

Reference 45

Resolution
unresolved
raw_fallback, observed 2026-08-12T13:56:20.259629Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T13:56:20.004879Z digest=sha256:eee159f98bae2a42537e8aedb8ccf3770fe12200a29bcf380ccbcbb70257766e

Observation cf08b0d2-7880-4f81-86db-5351f3982cdd · outbound

This paper cites Abdulrahman, D.

Reinforcement learning-enhanced genetic algorithm for wind farm layout optimization Abdulrahman, D

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T13:56:20.243593Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T13:56:20.010285Z digest=sha256:ea5bcceb01d589ff775a3b9988c973d5fab0996c7105ca55e43a022369718688

Observation 8451dcdc-18ad-413a-b446-d73a321fe97f · outbound

This paper cites an unresolved cited work.

Reinforcement learning-enhanced genetic algorithm for wind farm layout optimization Unresolved cited work

Reference 47

Resolution
unresolved
raw_fallback, observed 2026-08-12T13:56:20.227672Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T13:56:20.014689Z digest=sha256:2626ac6fa4ae4aa6d28100f403f3837276eddfa99676a86779d5721f34c7f585

Observation d83115dc-b692-45bc-8587-a71b1f22e0b5 · outbound

This paper cites Kumar, A.

Reinforcement learning-enhanced genetic algorithm for wind farm layout optimization Kumar, A

Reference 48

Resolution
unresolved
no resolver link, observed 2026-08-12T13:56:20.019200Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T13:56:20.019200Z digest=sha256:5464f11d0260517cca8787d249b7040e48cf82d0923f24e00aefcb536b4865b3

Observation e28f9592-2fea-46ed-94c8-76914db1c665 · outbound

This paper cites an unresolved cited work.

Reinforcement learning-enhanced genetic algorithm for wind farm layout optimization Unresolved cited work

Reference 49

Resolution
unresolved
no resolver link, observed 2026-08-12T13:56:20.023576Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T13:56:20.023576Z digest=sha256:ae807d200e489bf4c649f4d03f3fe1902f4fe5e78d7d9925df26e4858bd55868

Observation 764e9d58-df37-4128-a246-260f040f2b3d · outbound

This paper cites Pookpunt, W.

Reinforcement learning-enhanced genetic algorithm for wind farm layout optimization Pookpunt, W

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T13:56:20.187479Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T13:56:20.028075Z digest=sha256:09b6bfc0c959b04dffa6ed3db50de95a40641b76128f52478280961c6bd888d1

Observation df0a350f-dd6b-474f-8a24-ff5237edff30 · outbound

This paper cites an unresolved cited work.

Reinforcement learning-enhanced genetic algorithm for wind farm layout optimization Unresolved cited work

Reference 51

Resolution
unresolved
raw_fallback, observed 2026-08-12T13:56:20.170809Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T13:56:20.032536Z digest=sha256:923502ddb4ff7662ec0c223baa4ea3715deebac3ace2d73a77068c67ed28c2f3

Observation a545b4b3-34cc-481a-a3de-1103f0a22201 · outbound

This paper cites Guirguis, D.

Reinforcement learning-enhanced genetic algorithm for wind farm layout optimization Guirguis, D

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T13:56:20.154068Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T13:56:20.036859Z digest=sha256:c34be44dd401179b08bd6369d906bd1c542bc50b0e4e85f11de6468d48a3dfd5

Observation a787e6a7-599c-4f84-a5dd-832aa882732e · outbound

This paper cites an unresolved cited work.

Reinforcement learning-enhanced genetic algorithm for wind farm layout optimization Unresolved cited work

Reference 53

Resolution
unresolved
raw_fallback, observed 2026-08-12T13:56:20.138473Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T13:56:20.041171Z digest=sha256:46d35a45b41bc0645c4441f34a03e1288ebad4ab6baac3030cfb5e42733c2cc6

Observation 5d1b9398-366b-488d-92da-f59341b8c662 · outbound

This paper cites an unresolved cited work.

Reinforcement learning-enhanced genetic algorithm for wind farm layout optimization Unresolved cited work

Reference 54

Resolution
unresolved
raw_fallback, observed 2026-08-12T13:56:20.123126Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T13:56:20.045809Z digest=sha256:5204665b9b57045f8acad0fc2ede35146ec891308906e5ec6b5b8e296dcb9ae7

Observation 8b471f6e-edc0-4ef0-b752-cc364e29fc17 · outbound

This paper cites Hansen, Aerodynamics of wind turbines, Routledge, 2015.

Reinforcement learning-enhanced genetic algorithm for wind farm layout optimization Hansen, Aerodynamics of wind turbines, Routledge, 2015

Reference 55

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T13:56:20.108140Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T13:56:20.050184Z digest=sha256:147964d03e673e61164aa6ed645a8223732b93d5772f04459f2b663a7658578a

Pith citing papers

No inbound Pith citation observations are available.