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Paper Citation Record · LEDGER

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

As of 8 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 2026-08-08T06:32:00.761636+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

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T15:56:45.225540Z digest=sha256:395f4417efe79bcbc61fbcf45e6c0c0b49aa80199a52bbdc18d518451ae993a8

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T15:56:45.280740Z digest=sha256:58e7286afe303d72a5cdc2e975c8f195122b9836b9cb3c363fcd8c98f6f0d099

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T15:56:45.394532Z digest=sha256:52446d5900af8a81bdae2b15aff79cf2f4a1dc2d335b83950f8656215983ab14

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T15:56:45.474662Z digest=sha256:54227dce3ef8db233c1d2c5188445da090cdb4836761c9dd5599178b804e9841

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T15:56:45.544741Z digest=sha256:5cca95d54139f47f865841d3002739ba715b3cd7d2fd979cd77e87fe798cd9b1

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T15:56:45.658059Z digest=sha256:018c4708a245bf60c0718250140ebc2a5fec23e96846cb434e3f40e6ccc6a6f6

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T15:56:45.716537Z digest=sha256:c72330ae910b634315830995ca7fb5227a9984bce8a3ee695055fca02f1a7add

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=sha256:85f29571b1cbe6abfc45cd32567f7f5561e1b3d0ce7e4154526aabc664e38aa5

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T15:56:45.960469Z digest=sha256:5340cd2f5c617e1380974f2e92568eb76ed83b832ce507fc04e9f7bf55ce238d

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T15:56:46.084444Z digest=sha256:f0a0b6f4ae6223f5910ed9e7a25ecd30bf4882e58c54990eaca9aac2b7226d51

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T15:56:46.183381Z digest=sha256:bf29df390d57e4db64d4dcf91bba4eeaa2a9528b2ba079b961446d91bc24a580

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T15:56:46.298604Z digest=sha256:008286595816df268b07eb17593659eca3c98b0927d6626a4bd15b0f95895c9b

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T15:56:46.414907Z digest=sha256:497d5e83410086f6701a7d0ad20acb2b06e13bcf429b1607e88ac3c32c2b72d0

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T15:56:46.531697Z digest=sha256:64af1f3c630f56ca83aec881eea3aed86a4ff823660044ab66cb42496d9304c3

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T15:56:46.647373Z digest=sha256:659ebca8f3bafb13a63e51934bb51ae5e3a695035a451d2a53d58b80269a685c

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T15:56:46.740967Z digest=sha256:6b1e700e70e66f1eff0d20e533f7702755e67446cba2fbff1fc1b1b56a7e4cb8

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T15:56:46.761429Z digest=sha256:c8ae28dace2cf044d5af8bc7cfe447b25d4627ee9ea67abdf39510b50195e30f

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T15:56:46.878051Z digest=sha256:0ff7585de58c3fa31fe7e1dcf369fab94a06ea4c1680ffc4adcb8bdd152aae23

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T15:56:46.993391Z digest=sha256:b0219220d7e65ad8168d6337490ecfb5eddc12de8adfc77e452b1a61efb55f2e

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T15:56:47.274597Z digest=sha256:a689d891c5343959bac13a1bbd237d68d3028e1511bf4d5e3da219b64d9102fc

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T15:56:47.391157Z digest=sha256:2065138eb7c114194055507ef052cc6c38fd452c1cc5ce25c376f59de4197e28

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T15:56:47.532683Z digest=sha256:f5c5a5697b5b47a57a48e6efae931eacea90d37d8e7b54b678ff071e360d9feb

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T15:56:47.755478Z digest=sha256:2df90f2345f2751f202f1208b41714775ebc7ac7a060eafca18450dc0378b84b

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T15:56:47.846866Z digest=sha256:19adf4519a90670f9efc2cb53df7e7603e21765fa9ae890522a8396537048104

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T15:56:47.856035Z digest=sha256:7d42f504db6a3d891368d2ccad66fee00340044ab0da3e22c2429ff49b949e17

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T15:56:47.861016Z digest=sha256:44b15cd558be8d4f3ed71d0da8045712597972fc7dd82c0e6322b8e8495bd8f8

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T15:56:47.865550Z digest=sha256:9ee2d9121564b602124a39c45bec98c392a59aef5890458c0ec3e9f00ad9faf7

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T15:56:47.869884Z digest=sha256:ee68f906663ec1a10eed69a50dd8ea79fe381c2397fbaf800bcb726f73aec8ce

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T15:56:47.874156Z digest=sha256:3c20623e7b3813d4cab080b1578edb74adf2430b843c2572805320d473401724

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T15:56:47.878206Z digest=sha256:54e406362fd7b4b909b18ceafaa4dffb8a994bfde8fa5e2170d0c256f066c6c6

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T15:56:47.882725Z digest=sha256:0137a945c1838e74b6bcd06e988aad3a4f114e6d038d0fc2754ae73e673fd1c5

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T15:56:47.887476Z digest=sha256:bf21316a8ce6443b9994b2a3a803197b170ce352193b73c007bee92b944b76d4

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T15:56:47.892059Z digest=sha256:11f4414dd35676f16538356180b50d64b6977a2baab8fd221dbd6bcfcb10e06a

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T15:56:47.896530Z digest=sha256:c96888db2dfbf01665ab78ecc43ceeedca8c04cddf4a912c3f2df1f99c5f038d

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T15:56:47.901332Z digest=sha256:51eee2bc0d5ca4129f678a61f68dc94db8eccd0b5508ad88f60ea07a84f297c7

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T15:56:47.905571Z digest=sha256:f8632fb2dce841912c111afc253ae0d24e9bb721671dc82cb44ef01195a176b6

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T15:56:47.911166Z digest=sha256:3ca0f51750af9f13e1346e6e74637915afe512fb86f179346ace4e67ce438a5f

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T15:56:47.915762Z digest=sha256:792a3a0b4022904a58305b72ef8bc4018ce9dbffc46337aa62562b96f0316eb4

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T15:56:47.920331Z digest=sha256:7fc4ae6c261cf4907f86eed8194bd4efdc867307016d51e0340eba59ee4e1162

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T15:56:47.924884Z digest=sha256:50e6ed82af0b36c5f1a8f0e7198d518cc0aba6ef7976d13076d29d2ba5f86e9d

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T15:56:47.929473Z digest=sha256:0b73cd9acf26d73fc1fd6b583b6f3fa5929b8b13260c8047a44a82bc71dc6834

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T15:56:47.934425Z digest=sha256:b827f8def5af36422ced66fdef2ffdc075a19dc1a17075b0230c83ae9fdb64e6

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T15:56:47.938694Z digest=sha256:b0584b99eb56c21b6f4e9b3738be8e3040b9929d61758245cca6a44cac1386f0

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T15:56:47.942767Z digest=sha256:44611e104dcf3793f6996d22cdea0d062b7bf6f0f8cbc762007ef1472116d9c8

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T15:56:47.946725Z digest=sha256:17cd92c89dd630ef123257418cd30c3734a8a38e19ab39af7aecc4cf5f7f790d

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T15:56:47.950803Z digest=sha256:eb396453c804058c9c5bb2a2587336f1d49dd3737e74412d00a7b3b3674e89b4

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T15:56:47.955005Z digest=sha256:3c7a8ea25b94c8758885fa7a6415423830d2c35eb5482c5363e5af60bee0485b

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T15:56:47.959629Z digest=sha256:1b5643abf8f6b46a97fe853cb69c7fad02548b304dbad15a5bd8c24273097612

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T15:56:47.964680Z digest=sha256:773891b7fcdd96baa16ffe976733a74d1bbf70141a78a3d64e1497a7023a1f62

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T15:56:47.970078Z digest=sha256:540ea38ac7728f23060aa7addfa096c49696cda9f1aee5e2b730eb726ba2e977

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T15:56:47.974986Z digest=sha256:da5ad13d68c87da4e0daf1667a4aef43117eb2d91ab824e410b46a6b621db29e

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:abb467f59903169795de62d1849129045afa6d9a32958591a8fb8459d5630c93

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T15:56:47.984073Z digest=sha256:81da7c8d7ba75a9e574c4d6676bb2ca68719408c63fa1212f4b1f46e28fe6b27

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T15:56:47.988518Z digest=sha256:e94860974e742d81b78de461d3a78585c7c896e4b30a9ae6944c317e4838cc88

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T15:56:47.992985Z digest=sha256:3f7ad33a26c37a0da1c8d7e95b930d5cc2697bbfe79000d26f6fbfa1f1120c58

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T15:56:47.997513Z digest=sha256:435b10e96310aa28a6fec19940025653022f93196a7dec0190ae158429028a13

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T15:56:48.002092Z digest=sha256:6235c2c37a9bfb448427fb946720470772e482c82b1bd785fae5f8011ccad00a

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T15:56:48.006575Z digest=sha256:197837efca96b495d43117a2977c3c6a1b8b509d96c1f68c1e37a2ab4444baff

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T15:56:48.011145Z digest=sha256:19c674b78c670ff1c9619458d59664bb04ca5bc48242ff91584e28e00ee20ddd

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T15:56:48.017604Z digest=sha256:16b6bfa2c42793b9fe191f7e629f0ba67bb9e20e9ea89d0dbfe6f6ec4456b8df

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T15:56:48.025274Z digest=sha256:60ad540b4670625aa4a4c79071437ccdba71c8f97b14f623eba0eabfcfbc4588

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T15:56:48.033383Z digest=sha256:bb805b0ae72be9030c4b87a50deced4548cd37d69dcadba03efb6a5180bc1f5c

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T15:56:48.040375Z digest=sha256:3372386efd60a4aac6b55311593ab33dc2333b065a04fe76b9c908f3acdc1aa7

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T15:56:47.164484Z digest=sha256:53884f87134bb2a6eda0c09905c97f7cea4c172faef488fd034e1259771099f5

Pith citing papers

No inbound Pith citation observations are available.