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Paper Citation Record · LEDGER

AquaChat: An LLM-Guided ROV Framework for Adaptive Inspection of Aquaculture Net Pens

As of 14 August 2026, this Paper Citation Record lists 64 of 64 outbound references and 0 inbound Pith citation observations for arXiv:2507.16841.

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

pith.paper-citation-record.v1
2507.16841 v1

Coverage vector

measured 64 of 64 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T15:56:48.040375Z

measured 64 of 64 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-14T06:32:32.682623+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

64 of 64 outbound references displayed

  • verified exact8
  • verified fuzzy28
  • unresolved28
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation e7367900-b7c2-4e59-8ee3-c603997cfcf1 · outbound

This paper cites Subasinghe, D.

AquaChat: An LLM-Guided ROV Framework for Adaptive Inspection of Aquaculture Net Pens Subasinghe, D

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T15:56:51.098908Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T15:56:45.225540Z digest=sha256:ebfbbcdaebfce9aae3c4a55b6b1144c26f452eaea42dba42ef30aee24ee5b406

Observation f03e6f8e-9464-4f4a-9a6e-0b5fcfbe507d · outbound

This paper cites Akram, A.

AquaChat: An LLM-Guided ROV Framework for Adaptive Inspection of Aquaculture Net Pens Akram, A

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T15:56:51.081203Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T15:56:45.280740Z digest=sha256:924e0f271ef6ae27917e4c4108a1e30e6442f32a4eb53c7ca0b4dcd9eb651ac6

Observation 951334ee-2239-47ad-b132-987b94913893 · outbound

This paper cites Paspalakis, K.

AquaChat: An LLM-Guided ROV Framework for Adaptive Inspection of Aquaculture Net Pens Paspalakis, K

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T15:56:51.063747Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T15:56:45.394532Z digest=sha256:0180df6962e54b761661fe3f6adcdb240c9cc745d414351f2ce7ce13a0a54ef4

Observation ecdc1300-e8bb-4407-9816-382c788f6430 · outbound

This paper cites an unresolved cited work.

AquaChat: An LLM-Guided ROV Framework for Adaptive Inspection of Aquaculture Net Pens Unresolved cited work

Reference 4

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:56:51.048083Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T15:56:45.474662Z digest=sha256:3e53b389a45d1aea32fc3b30ebda71dfe0721cef87241c3d723a5ba0a2804b95

Observation 272028b6-f085-4165-a26f-a8b884305082 · outbound

This paper cites Autonomous Underwater Robotic System for Aquaculture Applications.

AquaChat: An LLM-Guided ROV Framework for Adaptive Inspection of Aquaculture Net Pens Autonomous Underwater Robotic System for Aquaculture Applications

Reference 5

Resolution
verified exact
local_arxiv, observed 2026-08-06T15:56:48.590914Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T15:56:45.544741Z digest=sha256:ce3ddd3bd589d8c18a2067fc403647f0ca4a0b1b998890a99ed0f8f9ed6f525b

Observation 24b5ea65-5e88-4783-9970-663897fa57bd · outbound

This paper cites an unresolved cited work.

AquaChat: An LLM-Guided ROV Framework for Adaptive Inspection of Aquaculture Net Pens Unresolved cited work

Reference 6

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:56:51.031516Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T15:56:45.658059Z digest=sha256:ba428cc3824964c68ed23c6b52ebfe20e8d450c14be285c7394fcebc2850e056

Observation bea2f5cb-0184-4528-adb6-f1d0f79f7c0d · outbound

This paper cites an unresolved cited work.

AquaChat: An LLM-Guided ROV Framework for Adaptive Inspection of Aquaculture Net Pens Unresolved cited work

Reference 7

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:56:51.013703Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T15:56:45.716537Z digest=sha256:a7f9f808dc9e2ce1e36c1e0c828af185aaf363e66fc89267b4227350b3b9701b

Observation 1975e004-7e03-4192-b800-8f503c447aa4 · outbound

This paper cites GPT-4 Technical Report.

AquaChat: An LLM-Guided ROV Framework for Adaptive Inspection of Aquaculture Net Pens GPT-4 Technical Report

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-06T15:56:45.798427Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:56:45.798427Z digest=sha256:99f581f60e0d4b1383e03e5c8900b02ab1bc3aedbd68c2b4c82345a4a23260b9

Observation 2098f81d-47c4-4539-9b21-a16f9f9517c3 · outbound

This paper cites an unresolved cited work.

AquaChat: An LLM-Guided ROV Framework for Adaptive Inspection of Aquaculture Net Pens Unresolved cited work

Reference 9

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:56:50.995201Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T15:56:45.960469Z digest=sha256:a8d56b134ed114a5f1671c1365c0fd10680e9f29b60ba25f2b7e25f47aaf3d12

Observation 66ab99e1-e868-45bd-944b-d94430af30df · outbound

This paper cites OceanChat: Piloting Autonomous Underwater Vehicles in Natural Language.

AquaChat: An LLM-Guided ROV Framework for Adaptive Inspection of Aquaculture Net Pens OceanChat: Piloting Autonomous Underwater Vehicles in Natural Language

Reference 10

Resolution
verified exact
local_arxiv, observed 2026-08-06T15:56:48.518627Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T15:56:46.084444Z digest=sha256:d503d7f37c36360a9030ea267c38b3de0aad82167ff0a708242be2d0ab1b3a5d

Observation 3f0c336c-8a0d-4b22-ba5f-5d8da71ba713 · outbound

This paper cites OceanPlan: Hierarchical Planning and Replanning for Natural Language AUV Piloting in Large-scale Unexplored Ocean Environments.

AquaChat: An LLM-Guided ROV Framework for Adaptive Inspection of Aquaculture Net Pens OceanPlan: Hierarchical Planning and Replanning for Natural Language AUV Piloting in Large-scale Unexplored Ocean Environments

Reference 11

Resolution
verified exact
local_arxiv, observed 2026-08-06T15:56:48.446886Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T15:56:46.183381Z digest=sha256:f3c9d45162e4a5da891fc971fde254f0e2e00d3cc389819a590d79fb3677e748

Observation e774bdf2-9fa2-4028-8707-f22338784980 · outbound

This paper cites Word2Wave: Language Driven Mission Programming for Efficient Subsea Deployments of Marine Robots.

AquaChat: An LLM-Guided ROV Framework for Adaptive Inspection of Aquaculture Net Pens Word2Wave: Language Driven Mission Programming for Efficient Subsea Deployments of Marine Robots

Reference 12

Resolution
verified exact
local_arxiv, observed 2026-08-06T15:56:48.388479Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T15:56:46.298604Z digest=sha256:50b924df539e86bb120c9eb1257d515b767c723153a9acf86a52c901881b070e

Observation 6157ddec-ed72-4025-815b-07d7e0415d35 · outbound

This paper cites Akram, A.

AquaChat: An LLM-Guided ROV Framework for Adaptive Inspection of Aquaculture Net Pens Akram, A

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T15:56:50.978036Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T15:56:46.414907Z digest=sha256:527079bdfd382adbad0ec998d4c712b2904a57cef2355f36aeb6c7169f8c9e30

Observation 92ab7638-ac0b-4bc7-b476-5fba201ea713 · outbound

This paper cites an unresolved cited work.

AquaChat: An LLM-Guided ROV Framework for Adaptive Inspection of Aquaculture Net Pens Unresolved cited work

Reference 14

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:56:50.961469Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T15:56:46.531697Z digest=sha256:a2c919300a33bae148af3ee5c4c1d8ba46631bd3914687e11ee0d088662e4ec0

Observation c2834cf7-31bd-40a6-b0ea-1757fd9909c6 · outbound

This paper cites an unresolved cited work.

AquaChat: An LLM-Guided ROV Framework for Adaptive Inspection of Aquaculture Net Pens Unresolved cited work

Reference 15

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:56:50.943546Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T15:56:46.647373Z digest=sha256:ba951981a3f3964a08b50b63165f6420c1d57e1b9b38b8ed9ea65c02ffa67797

Observation 91bff31a-ec9b-4814-b052-240a2ca3d8ca · outbound

This paper cites an unresolved cited work.

AquaChat: An LLM-Guided ROV Framework for Adaptive Inspection of Aquaculture Net Pens Unresolved cited work

Reference 16

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:56:50.926496Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T15:56:46.740967Z digest=sha256:36935c4ac117e90cb579f17aa790d606ee01e1744c52bed52289aacca4dca50d

Observation 33de38c7-2cc6-407a-aff5-45d1293236d9 · outbound

This paper cites Kelasidi, B.

AquaChat: An LLM-Guided ROV Framework for Adaptive Inspection of Aquaculture Net Pens Kelasidi, B

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T15:56:50.909729Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T15:56:46.761429Z digest=sha256:b633e3f39df98e29bd2e511966e19e5aa6bd4b546a1c12ef9f0b41ab7e708a72

Observation 4bbb1f96-b387-4dd4-b5c5-3c668e94107d · outbound

This paper cites an unresolved cited work.

AquaChat: An LLM-Guided ROV Framework for Adaptive Inspection of Aquaculture Net Pens Unresolved cited work

Reference 18

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:56:50.894012Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T15:56:46.878051Z digest=sha256:b852011abd35592b45e487a96484e79fe7f55cd2f95bee808834641fd916b138

Observation 46def99b-a60b-4b1a-88b7-57c46c16883f · outbound

This paper cites Botta, L.

AquaChat: An LLM-Guided ROV Framework for Adaptive Inspection of Aquaculture Net Pens Botta, L

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T15:56:50.878480Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T15:56:46.993391Z digest=sha256:315ccc3f4a7ca6455ad9fc60582134b69b877638fa27863c2c905ab0b645c99d

Observation 72d0eb78-c1ea-4222-ad6d-025063158484 · outbound

This paper cites an unresolved cited work.

AquaChat: An LLM-Guided ROV Framework for Adaptive Inspection of Aquaculture Net Pens Unresolved cited work

Reference 20

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:56:50.861809Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T15:56:47.274597Z digest=sha256:2b2945283f051d6a4e52699ffe124cd5357e4115f403f17fd1e80a01b049604a

Observation 70000bf3-cedc-444a-8b60-2b242efd5f37 · outbound

This paper cites an unresolved cited work.

AquaChat: An LLM-Guided ROV Framework for Adaptive Inspection of Aquaculture Net Pens Unresolved cited work

Reference 21

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:56:50.843959Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T15:56:47.391157Z digest=sha256:feda78f02b3cdafeed06f399a7c3cc6438c785487051d2fd545dd87ecda74a08

Observation b38c272e-056c-4533-b2af-f0a42670ef0b · outbound

This paper cites Bjerkeng, T.

AquaChat: An LLM-Guided ROV Framework for Adaptive Inspection of Aquaculture Net Pens Bjerkeng, T

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T15:56:50.827004Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T15:56:47.532683Z digest=sha256:ab72b9ff3ccdb37e4df39aecf7a6ba56a52a959c416c6763879bb4b7363ac177

Observation 50131aad-2ca8-41fb-ac9e-af06b4c4e524 · outbound

This paper cites Cardaillac, H.

AquaChat: An LLM-Guided ROV Framework for Adaptive Inspection of Aquaculture Net Pens Cardaillac, H

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T15:56:50.768733Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T15:56:47.755478Z digest=sha256:c552a706a7be38e1a9a26baeb50d9bbfde4fd81e02a21a836a343ffabb5a8bac

Observation dbcd41f7-ddaa-44af-93ec-6d740c56cf0a · outbound

This paper cites Akram et al.:Preprint submitted to Elsevier Page 20 of 22 Short Title of the Article of Intelligent & Robotic Systems 110 (2024) 59.

AquaChat: An LLM-Guided ROV Framework for Adaptive Inspection of Aquaculture Net Pens Akram et al.:Preprint submitted to Elsevier Page 20 of 22 Short Title of the Article of Intelligent & Robotic Systems 110 (2024) 59

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T15:56:50.706636Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T15:56:47.846866Z digest=sha256:def5e316e1b0dfccf7d20a93567a780f9be54b47a6f2acdbf05b374fb996ebca

Observation 9d574fe9-a090-47fd-8c6c-4160a65dc345 · outbound

This paper cites Skaldebø, C.

AquaChat: An LLM-Guided ROV Framework for Adaptive Inspection of Aquaculture Net Pens Skaldebø, C

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T15:56:50.646676Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T15:56:47.856035Z digest=sha256:8f5bc67ec2bba9ec21dc68ddd5c8fab24be7c1d9678203a1e3b40c1e5727142d

Observation 27cbef31-1b7d-4d57-890b-779b2a743691 · outbound

This paper cites Schellewald, A.

AquaChat: An LLM-Guided ROV Framework for Adaptive Inspection of Aquaculture Net Pens Schellewald, A

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T15:56:50.591220Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T15:56:47.861016Z digest=sha256:79d369ff4012e5653379798f88c7709429e540f274ee71739069cb9bf012bb52

Observation f6e43e19-f72e-49b9-80d6-2441701356e1 · outbound

This paper cites an unresolved cited work.

AquaChat: An LLM-Guided ROV Framework for Adaptive Inspection of Aquaculture Net Pens Unresolved cited work

Reference 27

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:56:50.529016Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T15:56:47.865550Z digest=sha256:0abd5d5f0b35e98084e3d8f92da9eafe42f45d5303fecdd3490f4e7948a794f8

Observation a01f79ce-c528-4f17-b7ba-f995e41847ce · outbound

This paper cites an unresolved cited work.

AquaChat: An LLM-Guided ROV Framework for Adaptive Inspection of Aquaculture Net Pens Unresolved cited work

Reference 28

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:56:50.459791Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T15:56:47.869884Z digest=sha256:60f4f3449de2a0cccb567f6cc9d927d37d425e754c1f718d885624b1023d73b0

Observation b83171a9-6cab-4aa2-8e4e-d4fa687e58f8 · outbound

This paper cites an unresolved cited work.

AquaChat: An LLM-Guided ROV Framework for Adaptive Inspection of Aquaculture Net Pens Unresolved cited work

Reference 29

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:56:50.396827Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T15:56:47.874156Z digest=sha256:725bd85767794183564d237af3d3d4508d41c46181f5ef02fde8b86f43577854

Observation 23f19c6b-76f5-4c35-8eeb-c85d86dfcf25 · outbound

This paper cites an unresolved cited work.

AquaChat: An LLM-Guided ROV Framework for Adaptive Inspection of Aquaculture Net Pens Unresolved cited work

Reference 30

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:56:50.316778Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T15:56:47.878206Z digest=sha256:98e08614a66f979aec69995fbae48ce82a57122e8a56b7f01604fa19093ae8bc

Observation 3c3b4d63-7060-43fe-a930-fee29877e917 · outbound

This paper cites Akram, A.

AquaChat: An LLM-Guided ROV Framework for Adaptive Inspection of Aquaculture Net Pens Akram, A

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T15:56:50.261358Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T15:56:47.882725Z digest=sha256:cbc668de6650cdd3d2099f52e7b1205009c2a7530ffae444428c1b9ee60f8728

Observation 7f349b20-b71e-44b1-b1b5-aa0f7a4962e5 · outbound

This paper cites an unresolved cited work.

AquaChat: An LLM-Guided ROV Framework for Adaptive Inspection of Aquaculture Net Pens Unresolved cited work

Reference 32

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:56:50.197403Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T15:56:47.887476Z digest=sha256:515c93effa49281333a7e860ac706e61f8fe43bd4cabb3dbf9bab3a08ca372eb

Observation 4503bb9f-907d-4212-bba2-44c894d46a75 · outbound

This paper cites an unresolved cited work.

AquaChat: An LLM-Guided ROV Framework for Adaptive Inspection of Aquaculture Net Pens Unresolved cited work

Reference 33

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:56:50.136845Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T15:56:47.892059Z digest=sha256:f7ea7824d4592de54068784d0f0b82492b9a827754786ef516985edb98b5c08e

Observation 5aa84de8-15b2-4353-b9a0-5acba3e3c529 · outbound

This paper cites Design and Development of a Robotic Vehicle for Shallow-Water Marine Inspections.

AquaChat: An LLM-Guided ROV Framework for Adaptive Inspection of Aquaculture Net Pens Design and Development of a Robotic Vehicle for Shallow-Water Marine Inspections

Reference 34

Resolution
verified exact
local_arxiv, observed 2026-08-06T15:56:48.237717Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T15:56:47.896530Z digest=sha256:5fa8c4ae8ba3bf44ab9298c9cf4be2070582659cb5b1efd1ee1af60192d9750d

Observation 56027532-b4f1-4e78-a924-293419fc3658 · outbound

This paper cites Vasileiou, N.

AquaChat: An LLM-Guided ROV Framework for Adaptive Inspection of Aquaculture Net Pens Vasileiou, N

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T15:56:50.083586Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T15:56:47.901332Z digest=sha256:90d659303b1eff43cbea6fba76b2031ad92910738afacbc0716a8c3400868d12

Observation 54d4ef4c-cdcc-415f-9126-563fcbd472c3 · outbound

This paper cites an unresolved cited work.

AquaChat: An LLM-Guided ROV Framework for Adaptive Inspection of Aquaculture Net Pens Unresolved cited work

Reference 36

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:56:50.023573Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T15:56:47.905571Z digest=sha256:452e4e7bc855ac4f9f37755dc57e0c3dd20f1965ac0cd4237365e48a275e3e26

Observation ef776c7d-b034-4627-93ad-e40ebae82271 · outbound

This paper cites Akram, A.

AquaChat: An LLM-Guided ROV Framework for Adaptive Inspection of Aquaculture Net Pens Akram, A

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T15:56:49.960488Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T15:56:47.911166Z digest=sha256:ef995dc5d136f2b658959c6b3061c1b15e896c95fa693fe5c5827431448c17f4

Observation f31381c5-12d3-4656-8bab-8c7a13286661 · outbound

This paper cites Hussain, Aquaculture defects recognition via multi-scale semanticsegmentation, Expertsystemswithapplications237(2024) 121197.

AquaChat: An LLM-Guided ROV Framework for Adaptive Inspection of Aquaculture Net Pens Hussain, Aquaculture defects recognition via multi-scale semanticsegmentation, Expertsystemswithapplications237(2024) 121197

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T15:56:49.901684Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T15:56:47.915762Z digest=sha256:316488609617d50233bd85b9f2ad4f39e57c37c1353833e04fa06bcf86538510

Observation 0d4c76da-37a6-4556-a25b-43bbdeecfed6 · outbound

This paper cites Evaluating Deep Learning Assisted Automated Aquaculture Net Pens Inspection Using ROV.

AquaChat: An LLM-Guided ROV Framework for Adaptive Inspection of Aquaculture Net Pens Evaluating Deep Learning Assisted Automated Aquaculture Net Pens Inspection Using ROV

Reference 39

Resolution
verified exact
local_arxiv, observed 2026-08-06T15:56:48.165921Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T15:56:47.920331Z digest=sha256:4913d1a389e659e90d2d2822fe5a75d9552547310c6a1e0eeac6ab374841e5e0

Observation 306dc036-a364-4b71-96b6-af3a84c3375e · outbound

This paper cites Madshaven, C.

AquaChat: An LLM-Guided ROV Framework for Adaptive Inspection of Aquaculture Net Pens Madshaven, C

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T15:56:49.842431Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T15:56:47.924884Z digest=sha256:40c1a30b2d999d0c3e6e14e687c4302c66f0674b626c134a6bf9700745c07392

Observation dd04dcfe-b1c6-4dfc-8de4-e9f8b39ab6ef · outbound

This paper cites an unresolved cited work.

AquaChat: An LLM-Guided ROV Framework for Adaptive Inspection of Aquaculture Net Pens Unresolved cited work

Reference 41

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:56:49.788383Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T15:56:47.929473Z digest=sha256:6be521fc1d6520f4d1e180511bcd0a81f4ec5b9be36ad21ae6a20e8b45b728ec

Observation 0690e81e-57a2-4e4e-bb93-86f4caeea0ae · outbound

This paper cites Ronneberger, P.

AquaChat: An LLM-Guided ROV Framework for Adaptive Inspection of Aquaculture Net Pens Ronneberger, P

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T15:56:49.732291Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T15:56:47.934425Z digest=sha256:7048edd184b3538d1a21668d8afa7fb7588462f9f6bc6e09b9240265769ac7df

Observation 698087b8-9b87-4a5e-99a0-a60123e6d650 · outbound

This paper cites Zacheilas, K.

AquaChat: An LLM-Guided ROV Framework for Adaptive Inspection of Aquaculture Net Pens Zacheilas, K

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T15:56:49.668934Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T15:56:47.938694Z digest=sha256:b3717ffd9ac0f8cb137b192a5e5c5f8ef7ccd13ff9652cd2fcac54201093c2d5

Observation 6107e3a1-b1ee-4c11-a739-a56dad856555 · outbound

This paper cites Jocher, A.

AquaChat: An LLM-Guided ROV Framework for Adaptive Inspection of Aquaculture Net Pens Jocher, A

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T15:56:49.598566Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T15:56:47.942767Z digest=sha256:979f9bbc57b927c17d65995b6b4d9723616c6524ab59f15bfa74b3a775050294

Observation 797ff5fe-cc1e-479e-a5a2-551548b9e28d · outbound

This paper cites Paraskevas, E.

AquaChat: An LLM-Guided ROV Framework for Adaptive Inspection of Aquaculture Net Pens Paraskevas, E

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T15:56:49.564841Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T15:56:47.946725Z digest=sha256:efe2072fffc7e5d67cc55ba44bd16a197c1e48c5aed555d3e7e9a0f9765705e1

Observation 8c70f4e6-3576-4d88-a5bf-c20c78a6d697 · outbound

This paper cites an unresolved cited work.

AquaChat: An LLM-Guided ROV Framework for Adaptive Inspection of Aquaculture Net Pens Unresolved cited work

Reference 46

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:56:49.530114Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T15:56:47.950803Z digest=sha256:765c9562f0f0974c454f85e9ee5a2311ff23abc5fa08df2a2c67af9120173228

Observation b6ca6472-e0af-48d7-bec6-fe27ecbfd45b · outbound

This paper cites an unresolved cited work.

AquaChat: An LLM-Guided ROV Framework for Adaptive Inspection of Aquaculture Net Pens Unresolved cited work

Reference 47

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:56:49.465142Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T15:56:47.955005Z digest=sha256:9d8273e23d316b5cd1884f756cb5dcd29e4cafab27f08dcee76e2b3d645db995

Observation 111a7873-e1e9-48d5-9b40-a6e643b2923d · outbound

This paper cites an unresolved cited work.

AquaChat: An LLM-Guided ROV Framework for Adaptive Inspection of Aquaculture Net Pens Unresolved cited work

Reference 48

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:56:49.394397Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T15:56:47.959629Z digest=sha256:992a599c2a8fb4b5ef32ff9ebcd6fa48e8cb79462acc19dfffa16a4163f7f0ca

Observation 03176077-69cc-47b8-8551-4dc9e6a072e6 · outbound

This paper cites Zhang, F.

AquaChat: An LLM-Guided ROV Framework for Adaptive Inspection of Aquaculture Net Pens Zhang, F

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T15:56:49.342121Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T15:56:47.964680Z digest=sha256:71655306a3746dc9ff619c831716a2075bebc40a8e010c26e8c40fff55dd7ca0

Observation 2d004d9d-bd7e-4cb5-b7e3-4eb8523b6e38 · outbound

This paper cites López-Barajas, P.

AquaChat: An LLM-Guided ROV Framework for Adaptive Inspection of Aquaculture Net Pens López-Barajas, P

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T15:56:49.287078Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T15:56:47.970078Z digest=sha256:f5b88ddb5729e95934b2c4a58ddb03641ada7b281eadd1649635f1fadc00d25e

Observation cb7ce244-3baf-4d70-8cd3-f6a7ae0b0438 · outbound

This paper cites Betancourt, W.

AquaChat: An LLM-Guided ROV Framework for Adaptive Inspection of Aquaculture Net Pens Betancourt, W

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T15:56:49.234651Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T15:56:47.974986Z digest=sha256:32c8f53336b96ce044474cb6c1d2bbad085a8b506b51e16b2adb9068540236d8

Observation 33df4e36-5836-4606-b17a-b6b3afbbd179 · outbound

This paper cites OceanGPT: A Large Language Model for Ocean Science Tasks.

AquaChat: An LLM-Guided ROV Framework for Adaptive Inspection of Aquaculture Net Pens OceanGPT: A Large Language Model for Ocean Science Tasks

Reference 52

Resolution
unresolved
no resolver link, observed 2026-08-06T15:56:47.979610Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:56:47.979610Z digest=sha256:f6902c66f96805b69b37ccc8dc013044c0b12943b4e241b25db9655b553bf7e1

Observation e823f17c-d93a-4f7f-b854-00ac91ef7c83 · outbound

This paper cites an unresolved cited work.

AquaChat: An LLM-Guided ROV Framework for Adaptive Inspection of Aquaculture Net Pens Unresolved cited work

Reference 53

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:56:49.170582Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T15:56:47.984073Z digest=sha256:41a2868eb2b9d1e8e3c5698ce15134d6ba28cdd937bb35c3e3e99acfdc589b6b

Observation 63881f26-7c5b-413b-87cf-eddf61b568a3 · outbound

This paper cites Khanal, C.

AquaChat: An LLM-Guided ROV Framework for Adaptive Inspection of Aquaculture Net Pens Khanal, C

Reference 54

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T15:56:49.125708Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T15:56:47.988518Z digest=sha256:8f34009e4ada34423d12391b8e9d524eb31c47fca8634cb010f4ea0c5642d8f1

Observation 5f5520be-901a-4af1-a9e8-ee5d349acc37 · outbound

This paper cites Evaluation of Segment Anything Model 2: The Role of SAM2 in the Underwater Environment.

AquaChat: An LLM-Guided ROV Framework for Adaptive Inspection of Aquaculture Net Pens Evaluation of Segment Anything Model 2: The Role of SAM2 in the Underwater Environment

Reference 55

Resolution
verified exact
local_arxiv, observed 2026-08-06T15:56:48.090669Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T15:56:47.992985Z digest=sha256:a701162bf76f37596ed0d691fbb8f28b98cf259c7b86490b9461930ecf6c6272

Observation 1465d176-b51b-48a4-9036-5f9af4df5812 · outbound

This paper cites an unresolved cited work.

AquaChat: An LLM-Guided ROV Framework for Adaptive Inspection of Aquaculture Net Pens Unresolved cited work

Reference 56

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:56:49.082750Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T15:56:47.997513Z digest=sha256:66c8218af43e341a01b3ec29c6b0d07d5a02e3fabf338dd392a8dcdfe3483e7d

Observation 062b2c10-b57e-4214-80e1-3543d0b3bccf · outbound

This paper cites an unresolved cited work.

AquaChat: An LLM-Guided ROV Framework for Adaptive Inspection of Aquaculture Net Pens Unresolved cited work

Reference 57

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:56:49.022477Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T15:56:48.002092Z digest=sha256:59c9f7df5e2540801119a4d4978e9cb1e47d010743ce84d81928f1bc2e8a834a

Observation 964f4017-1a44-4b74-a892-32e64a5878da · outbound

This paper cites an unresolved cited work.

AquaChat: An LLM-Guided ROV Framework for Adaptive Inspection of Aquaculture Net Pens Unresolved cited work

Reference 58

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:56:48.950924Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T15:56:48.006575Z digest=sha256:8873995787978aeb8af05f605f8d9d149c573ea4e6d77ea1180cb9b097f9103b

Observation 00f4eb6d-559e-40aa-900c-6f3af451e27b · outbound

This paper cites Robotics, Contributors, Bluerov2 simulator: Simulation package for bluerov2 in ros/gazebo, urlhttps://github.com/HKPolyU-UAV/bluerov2, 2018.

AquaChat: An LLM-Guided ROV Framework for Adaptive Inspection of Aquaculture Net Pens Robotics, Contributors, Bluerov2 simulator: Simulation package for bluerov2 in ros/gazebo, urlhttps://github.com/HKPolyU-UAV/bluerov2, 2018

Reference 59

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T15:56:48.879492Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T15:56:48.011145Z digest=sha256:8f2b2fddef59319e741c71be61189d41c6bc66cd93aa8727c8ef59e9ee62d650

Observation 33db3230-dc86-4383-9f9b-ae22c2a7c362 · outbound

This paper cites URL: https://bluerobotics.com/store/rov/bluerov2/, accessed: 2025-01-16.

AquaChat: An LLM-Guided ROV Framework for Adaptive Inspection of Aquaculture Net Pens URL: https://bluerobotics.com/store/rov/bluerov2/, accessed: 2025-01-16

Reference 60

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T15:56:48.822466Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T15:56:48.017604Z digest=sha256:cc7c80ce846dbb6a7e3de7ad653fbcabfa1b0ac60b9392d85e91512ac3b65c93

Observation 4ef276de-495c-46ba-ae1f-b24659f89122 · outbound

This paper cites an unresolved cited work.

AquaChat: An LLM-Guided ROV Framework for Adaptive Inspection of Aquaculture Net Pens Unresolved cited work

Reference 61

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:56:48.769776Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T15:56:48.025274Z digest=sha256:905ccc85dd4ce5844d77440c8189c9d8a078ad8d67ab81ee3844ed76309a51fd

Observation 4e38f67f-1e56-482e-9073-58b1ea08f85d · outbound

This paper cites Robotics, Blueye x3 rov, https://www.blueyerobotics.com/ products/x3, 2025.

AquaChat: An LLM-Guided ROV Framework for Adaptive Inspection of Aquaculture Net Pens Robotics, Blueye x3 rov, https://www.blueyerobotics.com/ products/x3, 2025

Reference 62

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T15:56:48.730657Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T15:56:48.033383Z digest=sha256:2dfceb40c79711361d57585fab6fe7fc9601179a9749e51a18fcd6351a6131fa

Observation 89873b38-5011-44a7-bb65-f236ecd1027e · outbound

This paper cites Robotics, Blueye robotics sdk, https://github.com/ BluEye-Robotics/blueye.sdk, 2025.

AquaChat: An LLM-Guided ROV Framework for Adaptive Inspection of Aquaculture Net Pens Robotics, Blueye robotics sdk, https://github.com/ BluEye-Robotics/blueye.sdk, 2025

Reference 63

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T15:56:48.671961Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T15:56:48.040375Z digest=sha256:2a1a8451d41e8ed0c18a99d4193b6b03409ab293fbc890aa2b9e0c9d331371ef

Observation 4822a7bf-97a7-4eb6-a27c-021c27bb07ad · outbound

This paper cites Framework for Robust Localization of UUVs and Mapping of Net Pens.

AquaChat: An LLM-Guided ROV Framework for Adaptive Inspection of Aquaculture Net Pens Framework for Robust Localization of UUVs and Mapping of Net Pens

Reference 2024

Resolution
verified exact
local_arxiv, observed 2026-08-06T15:56:48.309232Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T15:56:47.164484Z digest=sha256:55aedb2122456f7bce6c6e7b601e2da9c52db6eda0307ad7c6753e09b8566dbf

Pith citing papers

No inbound Pith citation observations are available.