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Paper Citation Record · LEDGER

LLM-Agents Driven Automated Simulation Testing and Analysis of small Uncrewed Aerial Systems

As of 19 August 2026, this Paper Citation Record lists 81 of 81 outbound references and 1 inbound Pith citation observation for arXiv:2501.11864.

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

pith.paper-citation-record.v1
2501.11864 v1

Coverage vector

measured 81 of 81 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T17:50:28.465640Z

measured 82 of 82 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-16T11:43:59.667539Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-16T11:47:49.473410Z

Reference resolution

81 of 81 outbound references displayed

  • verified exact2
  • verified fuzzy46
  • unresolved32
  • parse uncertain1
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 46e7ad3a-760e-45ec-b2ce-9120af3799a0 · outbound

This paper cites drone flight control for dji, autel drones.

LLM-Agents Driven Automated Simulation Testing and Analysis of small Uncrewed Aerial Systems drone flight control for dji, autel drones

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-10T17:50:28.139055Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T17:50:28.139055Z digest=sha256:70b46b0098650ffbf3489d9b6023eb2fbf8c865e9f258b1024217c6282caedaa

Observation 43d9a756-5519-4bdc-9a6d-3eb97e8621aa · outbound

This paper cites https://www.skydio.com/ solutions/public-safety/search-and-rescue-drones.

LLM-Agents Driven Automated Simulation Testing and Analysis of small Uncrewed Aerial Systems https://www.skydio.com/ solutions/public-safety/search-and-rescue-drones

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T17:50:29.365608Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-10T17:50:28.144084Z digest=sha256:5b02c0e37a784fbfab2d372321f104798ffbd5989328c04d9ee5eb0716432e00

Observation 7ddd8931-387c-4414-ab46-627d4f3e8009 · outbound

This paper cites https://www.gradio.app/.

LLM-Agents Driven Automated Simulation Testing and Analysis of small Uncrewed Aerial Systems https://www.gradio.app/

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T17:50:29.354759Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-10T17:50:28.148391Z digest=sha256:6a3ddd1fc9741361123b21750f46a7b141f67f3f032ae1e90b2689cdf51ffcd2

Observation fada72bb-18ad-4d1e-84ea-779fa297392e · outbound

This paper cites https://en.

LLM-Agents Driven Automated Simulation Testing and Analysis of small Uncrewed Aerial Systems https://en

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T17:50:29.343966Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-10T17:50:28.152978Z digest=sha256:0f64c452e4fe0a548da913ba66c226d3aa3db8f2024067c81a8ec3532e01b01d

Observation 795cc7c9-dce8-4f88-a601-9664089a603b · outbound

This paper cites https://huggingface.

LLM-Agents Driven Automated Simulation Testing and Analysis of small Uncrewed Aerial Systems https://huggingface

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T17:50:29.333619Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-10T17:50:28.157407Z digest=sha256:364fa0ee7d4bee0adced379f94b928c158112197f294d276a5db6fc36e92df98

Observation 24f788e0-8f1a-4811-9dd7-1a8c7b16117a · outbound

This paper cites https://huggingface.

LLM-Agents Driven Automated Simulation Testing and Analysis of small Uncrewed Aerial Systems https://huggingface

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T17:50:29.323000Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-10T17:50:28.161684Z digest=sha256:40cd198a07a17d17ae3e4dd93d5c88eb0f52feae02a4e618e352f420f103605e

Observation b221129a-e31e-4660-83ee-04b5ce439be4 · outbound

This paper cites https://asrs.arc.nasa.

LLM-Agents Driven Automated Simulation Testing and Analysis of small Uncrewed Aerial Systems https://asrs.arc.nasa

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T17:50:29.311972Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-10T17:50:28.166066Z digest=sha256:1a2cc30b4dfdba29a3a582aba613607f0274710c76f5cc9941aa01ced807b7e4

Observation 59b641c6-407d-4916-bbc0-c323de50b4a1 · outbound

This paper cites https://docs.px4.io/main/ en/debug/failure injection.html.

LLM-Agents Driven Automated Simulation Testing and Analysis of small Uncrewed Aerial Systems https://docs.px4.io/main/ en/debug/failure injection.html

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T17:50:29.301033Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-10T17:50:28.170159Z digest=sha256:f06c1108f406bc91e7ac63df3e9833ed040baebe2fca2e2c7a74a3fb3734dd95

Observation c180d0f2-0827-44eb-9d4d-3406944fb4e0 · outbound

This paper cites https: //www.gov.uk/aaib-reports?keywords=UAS.

LLM-Agents Driven Automated Simulation Testing and Analysis of small Uncrewed Aerial Systems https: //www.gov.uk/aaib-reports?keywords=UAS

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T17:50:29.289864Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-10T17:50:28.173806Z digest=sha256:82cda5490b289da26b0222704153351e0298fcf4fa9c6a7598b2945f0d0cdf66

Observation e0bdb08a-1bf0-4fd7-bee4-f7ca86427ccf · outbound

This paper cites Phi-3 Technical Report: A Highly Capable Language Model Locally on Your Phone.

LLM-Agents Driven Automated Simulation Testing and Analysis of small Uncrewed Aerial Systems Phi-3 Technical Report: A Highly Capable Language Model Locally on Your Phone

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-10T17:50:28.177384Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T17:50:28.177384Z digest=sha256:a294ad50196a29a0328564e5de8bf456e0a7d94e54a8b853ce8f0c7f4d725121

Observation 6faa8475-c8c0-47c7-b4e7-fee638ca1781 · outbound

This paper cites Agrawal, S.

LLM-Agents Driven Automated Simulation Testing and Analysis of small Uncrewed Aerial Systems Agrawal, S

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T17:50:29.278807Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-10T17:50:28.181749Z digest=sha256:b421c67dd45f5fad45aaec064fd96b274a840bb466930aba3037cbfc755e8add

Observation 945b6094-9086-4d6d-aac0-9804fa5420d0 · outbound

This paper cites Agrawal, P.

LLM-Agents Driven Automated Simulation Testing and Analysis of small Uncrewed Aerial Systems Agrawal, P

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T17:50:29.267110Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-10T17:50:28.187123Z digest=sha256:6ab99346a8736ea21f6045ba1cf4d1ef4fcd211216b155609977cd664473bbc4

Observation 070c6679-06ce-4b99-abc9-08f0f59546e3 · outbound

This paper cites Agrawal, B.

LLM-Agents Driven Automated Simulation Testing and Analysis of small Uncrewed Aerial Systems Agrawal, B

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T17:50:29.256235Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-10T17:50:28.191061Z digest=sha256:1f253d83ca8e448afade2b32f656e031b7108c17889a86799846708815b5aa0f

Observation 10bd873a-3f86-4db7-926f-6d0c01f0d000 · outbound

This paper cites an unresolved cited work.

LLM-Agents Driven Automated Simulation Testing and Analysis of small Uncrewed Aerial Systems Unresolved cited work

Reference 14

Resolution
unresolved
raw_fallback, observed 2026-08-10T17:50:29.245734Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-10T17:50:28.194833Z digest=sha256:73e10ab5ac0c62b766f73a6ce2019f4f058fefc47937ac2aa6a9bc086b8ed4f7

Observation 2aec8b5e-5ff6-4385-a385-36fc6e218130 · outbound

This paper cites an unresolved cited work.

LLM-Agents Driven Automated Simulation Testing and Analysis of small Uncrewed Aerial Systems Unresolved cited work

Reference 15

Resolution
unresolved
raw_fallback, observed 2026-08-10T17:50:29.234905Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-10T17:50:28.199010Z digest=sha256:55be4f4476b0e662b3772812fd43bc64497910b0588a3e43f8b37406584cd92d

Observation 87e3fab5-cbc0-4793-8237-d5e7698aee36 · outbound

This paper cites Al-Mousa, B.

LLM-Agents Driven Automated Simulation Testing and Analysis of small Uncrewed Aerial Systems Al-Mousa, B

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T17:50:29.223894Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-10T17:50:28.203597Z digest=sha256:91979b524a65d5b86a49673950f6b82cc1ee549f23ce0f3c2ccba531de046e24

Observation 4d0da770-953a-4cf6-be45-f9b2c8964a27 · outbound

This paper cites an unresolved cited work.

LLM-Agents Driven Automated Simulation Testing and Analysis of small Uncrewed Aerial Systems Unresolved cited work

Reference 17

Resolution
unresolved
raw_fallback, observed 2026-08-10T17:50:29.212714Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-10T17:50:28.207325Z digest=sha256:8112454e2adacabafff7f56b61b8741670463a47e5c8d9e9ea2219aae5f9b1f9

Observation 9b41a179-6542-46c8-838e-12645353e415 · outbound

This paper cites Amazon Drone Delivery.

LLM-Agents Driven Automated Simulation Testing and Analysis of small Uncrewed Aerial Systems Amazon Drone Delivery

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T17:50:29.201236Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-10T17:50:28.211281Z digest=sha256:23ce58ccce24a7cbb18414619e31ddbf393356d90e53fe89a3aa4e41dc9352b6

Observation a18a1f3b-4bc1-40dc-ab2d-5fcad8a74eb0 · outbound

This paper cites Anand, S.

LLM-Agents Driven Automated Simulation Testing and Analysis of small Uncrewed Aerial Systems Anand, S

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T17:50:29.179554Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-10T17:50:28.219430Z digest=sha256:aede9d944f7517db67cdd82a03012ef90f04490b2e894ce0c3fb17ae8c5de670

Observation 4edc462f-f6d2-46b3-b189-23757189ffec · outbound

This paper cites Anweiler and D.

LLM-Agents Driven Automated Simulation Testing and Analysis of small Uncrewed Aerial Systems Anweiler and D

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T17:50:29.168921Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-10T17:50:28.224006Z digest=sha256:ed484901c6734e0f03c7645243af8cbc9ba94c7b5287077d253fb1e54a5b57c3

Observation 009f81eb-430f-4147-b844-0fba989905bb · outbound

This paper cites SITL Simulator.

LLM-Agents Driven Automated Simulation Testing and Analysis of small Uncrewed Aerial Systems SITL Simulator

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T17:50:29.158638Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-10T17:50:28.227789Z digest=sha256:fd47ac0842fa45831c279b0245664406992273388d789da9c97a9df85087ceca

Observation 7bbe539c-f589-4f93-92db-2d49441624a8 · outbound

This paper cites Ardupilot – open source autopilot software.

LLM-Agents Driven Automated Simulation Testing and Analysis of small Uncrewed Aerial Systems Ardupilot – open source autopilot software

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T17:50:29.148038Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-10T17:50:28.231468Z digest=sha256:f5956104954d8ef1164f9b3a6eecd5b65881250da92fb0f1edbfce56f0db3568

Observation cdfe7068-4765-4c1c-8f30-5e7af84a0654 · outbound

This paper cites MissionPlanner.

LLM-Agents Driven Automated Simulation Testing and Analysis of small Uncrewed Aerial Systems MissionPlanner

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T17:50:29.136945Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-10T17:50:28.235240Z digest=sha256:7cd642b6b438b389ab9a0e0e12c67319fa1d9d46a35aa6f1de7354b89dcc3497

Observation 6a84620a-8381-48ec-84c7-414b7d69d756 · outbound

This paper cites Generating Test Scenarios from NL Requirements using Retrieval-Augmented LLMs: An Industrial Study.

LLM-Agents Driven Automated Simulation Testing and Analysis of small Uncrewed Aerial Systems Generating Test Scenarios from NL Requirements using Retrieval-Augmented LLMs: An Industrial Study

Reference 24

Resolution
verified exact
local_arxiv, observed 2026-08-10T17:50:28.592353Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-10T17:50:28.239136Z digest=sha256:04db0844de5c7900b9450a7129392d01cff3e464987e9f271ba259c58cf2106b

Observation 4df520c0-92b3-45bd-9c06-96e11a69b1d8 · outbound

This paper cites Atkins, A.

LLM-Agents Driven Automated Simulation Testing and Analysis of small Uncrewed Aerial Systems Atkins, A

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T17:50:29.126231Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-10T17:50:28.243435Z digest=sha256:580e4d924498b0e50bb6fb65cbf6802187cfe233eeaa2ec53d731b1f4d5fde40

Observation fdb6021b-1270-4adc-ba9a-877050e2dff9 · outbound

This paper cites an unresolved cited work.

LLM-Agents Driven Automated Simulation Testing and Analysis of small Uncrewed Aerial Systems Unresolved cited work

Reference 26

Resolution
unresolved
raw_fallback, observed 2026-08-10T17:50:29.115674Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-10T17:50:28.247507Z digest=sha256:028bbf8923ca4e5a6381878c0fc05955a60961d6166460be804a7bd8a9c69f72

Observation 9192ee5a-4fd3-473c-9141-0bbe3c66e3b6 · outbound

This paper cites Benarbia and K.

LLM-Agents Driven Automated Simulation Testing and Analysis of small Uncrewed Aerial Systems Benarbia and K

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T17:50:29.105169Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-10T17:50:28.252238Z digest=sha256:0764b10e031ea52b0880d89885af74dae7721dbbfe9e2a6bf5211c40bb64709b

Observation 7541d1d8-98ce-4517-90a4-6cb30aa73b71 · outbound

This paper cites Bondi, D.

LLM-Agents Driven Automated Simulation Testing and Analysis of small Uncrewed Aerial Systems Bondi, D

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T17:50:29.094468Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-10T17:50:28.256059Z digest=sha256:a46365096cd866b0579af31b85e4d127d98eb7fbe5f3d7b1f3deae0e5219d170

Observation d50f0c4f-dda5-459f-b469-6a2d7f5f436a · outbound

This paper cites Chandrasekaran, Y.

LLM-Agents Driven Automated Simulation Testing and Analysis of small Uncrewed Aerial Systems Chandrasekaran, Y

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T17:50:29.083695Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-10T17:50:28.260092Z digest=sha256:a84071e6b4762204702839bee23c3a596ca31863aa7ffad04a35ba3648b9c62a

Observation ff8bbabb-c691-4dc5-971e-af728cc88367 · outbound

This paper cites Chang, S.

LLM-Agents Driven Automated Simulation Testing and Analysis of small Uncrewed Aerial Systems Chang, S

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T17:50:29.072918Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-10T17:50:28.263824Z digest=sha256:599654c38c36f1d346ccf4ff9df9de02d07425d4c46f70366397b68627f9dcba

Observation 60ac32e9-0b14-4da8-b4db-896661497a85 · outbound

This paper cites Unleashing the potential of prompt engineering for large language models.

LLM-Agents Driven Automated Simulation Testing and Analysis of small Uncrewed Aerial Systems Unleashing the potential of prompt engineering for large language models

Reference 31

Resolution
unresolved
no resolver link, observed 2026-08-10T17:50:28.267739Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T17:50:28.267739Z digest=sha256:87648b26f41233609fdb271c03a63b21547177e2dc617a35b7631687a963fb40

Observation cca686e6-c336-488f-9d6d-abf9ce0a073a · outbound

This paper cites Cleland-Huang, A.

LLM-Agents Driven Automated Simulation Testing and Analysis of small Uncrewed Aerial Systems Cleland-Huang, A

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T17:50:29.062430Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-10T17:50:28.271873Z digest=sha256:f00b80b24479014a6a4413dc7cafdd7d5cc03d145a958a131955ad5d10edca52

Observation 631fdf7b-4781-4b9e-b0f9-c9d22abb1e84 · outbound

This paper cites an unresolved cited work.

LLM-Agents Driven Automated Simulation Testing and Analysis of small Uncrewed Aerial Systems Unresolved cited work

Reference 33

Resolution
unresolved
raw_fallback, observed 2026-08-10T17:50:29.051977Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-10T17:50:28.276088Z digest=sha256:0f90c9f320fe362f1868cc315033bb9b8fe3b5f5d43f919ec11f57f1742b078d

Observation 40b5afb4-4f85-4cf5-a854-170a81831617 · outbound

This paper cites Dileep, A.

LLM-Agents Driven Automated Simulation Testing and Analysis of small Uncrewed Aerial Systems Dileep, A

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T17:50:29.040781Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-10T17:50:28.279811Z digest=sha256:7ffc58d6acdca21dc62e50c641c8d6929a8a558f70f3d408035c7510b0881ebd

Observation 7947534d-c1bd-40ec-aa1e-19372dd4a345 · outbound

This paper cites Erdelj and E.

LLM-Agents Driven Automated Simulation Testing and Analysis of small Uncrewed Aerial Systems Erdelj and E

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T17:50:29.029822Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-10T17:50:28.283814Z digest=sha256:d92c90c81e95ba06defe119ca3b33ac00602a1ca68b3319e761d7457714fe085

Observation a2499afb-5e69-438c-90f7-2aad660ec9d7 · outbound

This paper cites Ragas: Automated Evaluation of Retrieval Augmented Generation.

LLM-Agents Driven Automated Simulation Testing and Analysis of small Uncrewed Aerial Systems Ragas: Automated Evaluation of Retrieval Augmented Generation

Reference 36

Resolution
unresolved
no resolver link, observed 2026-08-10T17:50:28.287842Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T17:50:28.287842Z digest=sha256:4cf2917f7c0a2622d49b2acf72686d65a312ad987369cb6e6a440e498c9edb32

Observation a78c85ca-dea1-46f8-bb73-0a0a0726ebd7 · outbound

This paper cites Giovagnola, J.

LLM-Agents Driven Automated Simulation Testing and Analysis of small Uncrewed Aerial Systems Giovagnola, J

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T17:50:29.019539Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-10T17:50:28.292188Z digest=sha256:fb29d47e7333b51757ff90e1e8588f82e6790261982d4899fad91bab37d11bec

Observation abd2b906-8896-4a6e-93d2-e55d20d0e2c2 · outbound

This paper cites Gonz ´alez-Rocha, L.

LLM-Agents Driven Automated Simulation Testing and Analysis of small Uncrewed Aerial Systems Gonz ´alez-Rocha, L

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T17:50:29.008511Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-10T17:50:28.296141Z digest=sha256:7b7642d73b9462a71a34b3da09875354fe6a5a185fdf9e14e92ccd81a20d32a5

Observation 4379868f-7f41-4e18-aae1-962ed81c0083 · outbound

This paper cites A Systematic Survey of Prompt Engineering on Vision-Language Foundation Models.

LLM-Agents Driven Automated Simulation Testing and Analysis of small Uncrewed Aerial Systems A Systematic Survey of Prompt Engineering on Vision-Language Foundation Models

Reference 39

Resolution
unresolved
no resolver link, observed 2026-08-10T17:50:28.300216Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T17:50:28.300216Z digest=sha256:8d087c7cae837f4de867e7cc358e9bb0b7b664377e04d2bcb1cce71cfa973f4c

Observation 1c085929-2af0-4888-96a8-c5e1a5dd0fe1 · outbound

This paper cites an unresolved cited work.

LLM-Agents Driven Automated Simulation Testing and Analysis of small Uncrewed Aerial Systems Unresolved cited work

Reference 40

Resolution
unresolved
raw_fallback, observed 2026-08-10T17:50:28.998441Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-10T17:50:28.304319Z digest=sha256:39646c3705d562d6a43164acffb7553f1c214a96071c2a3556aa8e061289f81c

Observation 141d48a3-948d-470d-a52d-75961c15a144 · outbound

This paper cites an unresolved cited work.

LLM-Agents Driven Automated Simulation Testing and Analysis of small Uncrewed Aerial Systems Unresolved cited work

Reference 41

Resolution
unresolved
raw_fallback, observed 2026-08-10T17:50:28.988375Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-10T17:50:28.308175Z digest=sha256:21d29be43232b375df8da2aeafc18deb55b0bf635d3baec41a19d69caef76528

Observation a24f23d7-fff4-4e2b-bf93-a4702df87061 · outbound

This paper cites an unresolved cited work.

LLM-Agents Driven Automated Simulation Testing and Analysis of small Uncrewed Aerial Systems Unresolved cited work

Reference 42

Resolution
unresolved
raw_fallback, observed 2026-08-10T17:50:28.977988Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-10T17:50:28.312020Z digest=sha256:1dc05d34284e3049bc7e3adc7eaf684bfd808f46c2d7ff9e34cd0259fb573070

Observation 1d6e67db-354f-4c8a-8b4c-84e5699161f7 · outbound

This paper cites an unresolved cited work.

LLM-Agents Driven Automated Simulation Testing and Analysis of small Uncrewed Aerial Systems Unresolved cited work

Reference 43

Resolution
unresolved
raw_fallback, observed 2026-08-10T17:50:28.967620Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-10T17:50:28.316225Z digest=sha256:ce3b51acf32f2d00e975a136e432656bd5119e1ab64fb8049125f4083ac831ea

Observation cf6d15f8-5078-4fde-9fcf-ea8e6afa619a · outbound

This paper cites an unresolved cited work.

LLM-Agents Driven Automated Simulation Testing and Analysis of small Uncrewed Aerial Systems Unresolved cited work

Reference 44

Resolution
unresolved
raw_fallback, observed 2026-08-10T17:50:28.956236Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-10T17:50:28.320054Z digest=sha256:11728bc94c1d3dbdc3174ab1d363ea330390732aa3c8a1ff0d3106e1057cd6b9

Observation 7ce510f6-2049-41f6-a66c-a1aa748ed276 · outbound

This paper cites Johnson and S.

LLM-Agents Driven Automated Simulation Testing and Analysis of small Uncrewed Aerial Systems Johnson and S

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T17:50:28.945226Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-10T17:50:28.324062Z digest=sha256:3212505f7cd883cbeb1691d34d3fa51d2f78dce97a9abf9663913a49a4b1710f

Observation 86b4c6e7-4d6b-45a4-ab6c-796f0e361b81 · outbound

This paper cites Johnson, M.

LLM-Agents Driven Automated Simulation Testing and Analysis of small Uncrewed Aerial Systems Johnson, M

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T17:50:28.934578Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-10T17:50:28.327649Z digest=sha256:41c367c3da1a842e4e0db0f748999700e999a16facb7f3a5b8e12f705960382c

Observation a4b3c072-92f7-4688-801b-7f4e8ed6a583 · outbound

This paper cites Lachapelle, J.

LLM-Agents Driven Automated Simulation Testing and Analysis of small Uncrewed Aerial Systems Lachapelle, J

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T17:50:28.923721Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-10T17:50:28.331615Z digest=sha256:9e40fdf892130b07c4b394b55527e367a8bc86bbf474d89004a064af8a57ee3a

Observation e7cc7542-bd7e-4852-bd7b-1f67425a320a · outbound

This paper cites NV-Embed: Improved Techniques for Training LLMs as Generalist Embedding Models.

LLM-Agents Driven Automated Simulation Testing and Analysis of small Uncrewed Aerial Systems NV-Embed: Improved Techniques for Training LLMs as Generalist Embedding Models

Reference 48

Resolution
unresolved
no resolver link, observed 2026-08-10T17:50:28.335630Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T17:50:28.335630Z digest=sha256:13f91571930078f9993d0a5f8ea9664f8c2e4094951b96bb68e1514433f9ca73

Observation 5d2a7e75-060f-45ac-827c-9ba54d323a25 · outbound

This paper cites Lewis, E.

LLM-Agents Driven Automated Simulation Testing and Analysis of small Uncrewed Aerial Systems Lewis, E

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T17:50:28.912958Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-10T17:50:28.340381Z digest=sha256:d7e0ba0ee66aceed33e40a38763ede217dcb0c40ec64b2870bcb5d8e12cd8c7f

Observation 72313cac-6d26-4478-b47a-6fa03936d6bf · outbound

This paper cites Locascio, M.

LLM-Agents Driven Automated Simulation Testing and Analysis of small Uncrewed Aerial Systems Locascio, M

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T17:50:28.902342Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-10T17:50:28.344069Z digest=sha256:49a04e7a7d38079bfcc7d4b5f31d1d453e04d63f6b4bf42dfb79e56cf68f5e38

Observation c2f78159-bb55-47b8-9d21-fe11f34e3b90 · outbound

This paper cites an unresolved cited work.

LLM-Agents Driven Automated Simulation Testing and Analysis of small Uncrewed Aerial Systems Unresolved cited work

Reference 51

Resolution
unresolved
raw_fallback, observed 2026-08-10T17:50:28.890815Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-10T17:50:28.348314Z digest=sha256:73c373d04099dc9e94153552cacaea9832e7895d298407270e4bd40413766ae1

Observation f7680819-0093-485b-a0d3-931939ac2937 · outbound

This paper cites Malik, M.

LLM-Agents Driven Automated Simulation Testing and Analysis of small Uncrewed Aerial Systems Malik, M

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T17:50:28.879731Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-10T17:50:28.352804Z digest=sha256:9476d275aece5c6a30c4b0798548d4bfe8e33eb6c45525be9092838a776f99aa

Observation 4ad997da-ed01-4648-8075-be4addcccef8 · outbound

This paper cites an unresolved cited work.

LLM-Agents Driven Automated Simulation Testing and Analysis of small Uncrewed Aerial Systems Unresolved cited work

Reference 53

Resolution
unresolved
raw_fallback, observed 2026-08-10T17:50:28.868119Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-10T17:50:28.356823Z digest=sha256:f38a74d7f6d2a4a677463b7f850d1dd7cc02e20cb79c04336e12752e0b646c48

Observation 5d121ecb-40ec-451d-ad6d-c4c8e72cceec · outbound

This paper cites Marvin, N.

LLM-Agents Driven Automated Simulation Testing and Analysis of small Uncrewed Aerial Systems Marvin, N

Reference 54

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T17:50:28.855448Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-10T17:50:28.361620Z digest=sha256:99367c053a111d669ea520202cf2a917da218c1e8da8acdb65924d8b70c881f7

Observation ebc5c2d2-3188-4523-86ce-2dd5d3bd9530 · outbound

This paper cites an unresolved cited work.

LLM-Agents Driven Automated Simulation Testing and Analysis of small Uncrewed Aerial Systems Unresolved cited work

Reference 55

Resolution
unresolved
raw_fallback, observed 2026-08-10T17:50:28.843753Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-10T17:50:28.365497Z digest=sha256:65a9f59499fa8b99b570daaff62e88d04732c670a851ac9c27a6d1d2ce3e8a92

Observation 5b2371b2-0880-4b72-b3c0-247926052e57 · outbound

This paper cites UAV-Assisted Maritime Search and Rescue: A Holistic Approach.

LLM-Agents Driven Automated Simulation Testing and Analysis of small Uncrewed Aerial Systems UAV-Assisted Maritime Search and Rescue: A Holistic Approach

Reference 56

Resolution
verified exact
local_arxiv, observed 2026-08-10T17:50:28.535581Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-10T17:50:28.369235Z digest=sha256:b73b4222ad01a0b340027ef79e3c7d30a2230092ba2911e7abe70b170adbae0b

Observation 8eec0a3f-f1cc-4b99-b5c5-a627dd096c20 · outbound

This paper cites an unresolved cited work.

LLM-Agents Driven Automated Simulation Testing and Analysis of small Uncrewed Aerial Systems Unresolved cited work

Reference 57

Resolution
unresolved
raw_fallback, observed 2026-08-10T17:50:28.831667Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-10T17:50:28.373434Z digest=sha256:f3b00c430961c197352223dcd61ef00c474db976989f11c8c4fe8b4ffe7e5e60

Observation 78b095de-c885-4815-b5a7-4b98c6bf9ec0 · outbound

This paper cites an unresolved cited work.

LLM-Agents Driven Automated Simulation Testing and Analysis of small Uncrewed Aerial Systems Unresolved cited work

Reference 58

Resolution
unresolved
raw_fallback, observed 2026-08-10T17:50:28.820350Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-10T17:50:28.377175Z digest=sha256:fec7e687e042c53607c06a9b4980a0dcd2875d6ad8f0f2be828b5ae28d13183c

Observation d1401348-c633-450f-8f44-4e6470a26316 · outbound

This paper cites an unresolved cited work.

LLM-Agents Driven Automated Simulation Testing and Analysis of small Uncrewed Aerial Systems Unresolved cited work

Reference 59

Resolution
unresolved
raw_fallback, observed 2026-08-10T17:50:28.808836Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-10T17:50:28.381321Z digest=sha256:f9e9ee252fc0207b84d162d5674818ff4341551485ba001f42721e7c86e62cea

Observation f82642a8-cf07-4bc9-81cf-3874a244e2bb · outbound

This paper cites Papineni, S.

LLM-Agents Driven Automated Simulation Testing and Analysis of small Uncrewed Aerial Systems Papineni, S

Reference 60

Resolution
unresolved
no resolver link, observed 2026-08-10T17:50:28.385268Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T17:50:28.385268Z digest=sha256:1bd9c170b43cb03b7b2e592e7aa7a9399954b751fff86128e8b8147fda4e73d2

Observation 18c8e72c-1e69-463d-9f3d-2399eb465341 · outbound

This paper cites Open Source Flight Controller.

LLM-Agents Driven Automated Simulation Testing and Analysis of small Uncrewed Aerial Systems Open Source Flight Controller

Reference 61

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T17:50:28.790855Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-10T17:50:28.388991Z digest=sha256:a3d55ca870ad104965b51134fdf509e54164d85d4dfe626f220eba3ff8a0e44e

Observation 5c77fecc-cb30-4915-9410-418766221957 · outbound

This paper cites PX4 Flight Review.

LLM-Agents Driven Automated Simulation Testing and Analysis of small Uncrewed Aerial Systems PX4 Flight Review

Reference 62

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T17:50:28.780399Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-10T17:50:28.392813Z digest=sha256:e7d30bd6745c051ceb5bc6239ced4ffe985df45291671a8e6805ff57866268e1

Observation da225787-98f0-4ad8-9db3-ea484b1a91bc · outbound

This paper cites QGroundControl.

LLM-Agents Driven Automated Simulation Testing and Analysis of small Uncrewed Aerial Systems QGroundControl

Reference 63

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T17:50:28.769714Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-10T17:50:28.396890Z digest=sha256:f9229708fe0c058ea54646a2de777672a0f68e59794aba311f61b5aab533e24e

Observation 2bf3c6dc-adc5-41a0-93eb-99e64d8a0cd9 · outbound

This paper cites Reimers and I.

LLM-Agents Driven Automated Simulation Testing and Analysis of small Uncrewed Aerial Systems Reimers and I

Reference 64

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T17:50:28.758580Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-10T17:50:28.400850Z digest=sha256:a3de81352746879a393519ebc64b27618aa8e081eb62770c257934dd272f5049

Observation 20b0b414-2dde-4dfe-a3ed-75a0c19fd77d · outbound

This paper cites Scherer, S.

LLM-Agents Driven Automated Simulation Testing and Analysis of small Uncrewed Aerial Systems Scherer, S

Reference 65

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T17:50:28.747480Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-10T17:50:28.404619Z digest=sha256:0b5b3e852aa4cd60a5fb6a6ba7f7744abcb0d7c1b475b6e920ed51b2a8de87fb

Observation 4e707632-595f-43c3-97d2-041dcfd53b19 · outbound

This paper cites an unresolved cited work.

LLM-Agents Driven Automated Simulation Testing and Analysis of small Uncrewed Aerial Systems Unresolved cited work

Reference 66

Resolution
unresolved
raw_fallback, observed 2026-08-10T17:50:28.736925Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-10T17:50:28.408474Z digest=sha256:b401c2b3423d9b446187d6a5d09d2c0a73535cd64b09e326e36bb6fd6bf665e4

Observation 8327cd60-ef24-41cb-bf8d-be2a130549f4 · outbound

This paper cites Aegis:An Advanced LLM-Based Multi-Agent for Intelligent Functional Safety Engineering.

LLM-Agents Driven Automated Simulation Testing and Analysis of small Uncrewed Aerial Systems Aegis:An Advanced LLM-Based Multi-Agent for Intelligent Functional Safety Engineering

Reference 67

Resolution
unresolved
no resolver link, observed 2026-08-10T17:50:28.412618Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T17:50:28.412618Z digest=sha256:38db2a9153d43a960af8f1e4cd3693855ce357ca8eeed02456203dcfe9c1ab6e

Observation a143d500-bb8b-424e-9a72-c184c485b464 · outbound

This paper cites Strobelt, A.

LLM-Agents Driven Automated Simulation Testing and Analysis of small Uncrewed Aerial Systems Strobelt, A

Reference 68

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T17:50:28.726056Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-10T17:50:28.416632Z digest=sha256:4d1fe6e9b452e1bb9d051a0cfa14668a133cdfa5e63c7e8465a235d84d80eb6e

Observation 3445d0ba-fc47-4c12-97cd-199248aa9359 · outbound

This paper cites an unresolved cited work.

LLM-Agents Driven Automated Simulation Testing and Analysis of small Uncrewed Aerial Systems Unresolved cited work

Reference 69

Resolution
unresolved
raw_fallback, observed 2026-08-10T17:50:28.714116Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-10T17:50:28.420568Z digest=sha256:d6f6c33b06c78e6b6c5b037e1b5a7d2f0d21031c01c67d484b3f50e1722a1148

Observation 89e17476-7286-4db5-9d52-c4cd7ec59c89 · outbound

This paper cites Vierhauser, M.

LLM-Agents Driven Automated Simulation Testing and Analysis of small Uncrewed Aerial Systems Vierhauser, M

Reference 70

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T17:50:28.702348Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-10T17:50:28.424450Z digest=sha256:37ecd602a2eda0a4142b39001e6557bcd7d3305e3e3fc26515046999fc94d672

Observation e44ce328-9563-463c-974f-8e28e2e45a11 · outbound

This paper cites an unresolved cited work.

LLM-Agents Driven Automated Simulation Testing and Analysis of small Uncrewed Aerial Systems Unresolved cited work

Reference 71

Resolution
unresolved
raw_fallback, observed 2026-08-10T17:50:28.690753Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-10T17:50:28.428563Z digest=sha256:90183ac9ae976570644d9008d2fa82c3a01b4d322ab8bbf9309ff40c1b6bf70c

Observation 3488e4ae-11a2-4da5-8314-f3e3751de646 · outbound

This paper cites an unresolved cited work.

LLM-Agents Driven Automated Simulation Testing and Analysis of small Uncrewed Aerial Systems Unresolved cited work

Reference 72

Resolution
unresolved
raw_fallback, observed 2026-08-10T17:50:28.679729Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-10T17:50:28.432420Z digest=sha256:1cf9789d3422a764da838cd3c580a94c7ddd903a85984349c428783804851fde

Observation 7da49314-9c81-4ce7-a847-2dfde743acda · outbound

This paper cites A Prompt Pattern Catalog to Enhance Prompt Engineering with ChatGPT.

LLM-Agents Driven Automated Simulation Testing and Analysis of small Uncrewed Aerial Systems A Prompt Pattern Catalog to Enhance Prompt Engineering with ChatGPT

Reference 73

Resolution
unresolved
no resolver link, observed 2026-08-10T17:50:28.436608Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T17:50:28.436608Z digest=sha256:35b3e0a8183b98f5f76b891cbd55ce4b85e80b775d70411e29e95f2d0e55cd2d

Observation a7688ed5-7277-4575-8f7c-588f346acc75 · outbound

This paper cites Yadav, B.

LLM-Agents Driven Automated Simulation Testing and Analysis of small Uncrewed Aerial Systems Yadav, B

Reference 74

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T17:50:28.668435Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-10T17:50:28.441034Z digest=sha256:5774ec552a1ae5c5d27a275f2f05cb62d532ee1846e478e7bb32403502f58ee2

Observation 19b14e6a-b901-4943-a3a5-292ac0581aea · outbound

This paper cites Zhang and A.

LLM-Agents Driven Automated Simulation Testing and Analysis of small Uncrewed Aerial Systems Zhang and A

Reference 75

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T17:50:28.656872Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-10T17:50:28.445299Z digest=sha256:fb73c95104dd03a537cb0cac3d51a7bb9b23582d3a5bae3db956b7297dc05112

Observation 6cae5920-6341-419e-b759-c607a5c10f1e · outbound

This paper cites Zhang, Y.

LLM-Agents Driven Automated Simulation Testing and Analysis of small Uncrewed Aerial Systems Zhang, Y

Reference 76

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T17:50:28.638346Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-10T17:50:28.453620Z digest=sha256:543b46e6287fdd4c2dcc97c227a0b62d07359c69a95ee98dde56d80531d77ceb

Observation de82102e-e33a-4470-ad91-0386515572a0 · outbound

This paper cites Zhang, C.

LLM-Agents Driven Automated Simulation Testing and Analysis of small Uncrewed Aerial Systems Zhang, C

Reference 77

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T17:50:28.626929Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-10T17:50:28.457866Z digest=sha256:02ef0a502a1de0ec9c8bac02c9e18efee1b6e883663d7c8747388b4121d18585

Observation 29c8c612-bbbf-44b6-b221-91a416d1b70d · outbound

This paper cites an unresolved cited work.

LLM-Agents Driven Automated Simulation Testing and Analysis of small Uncrewed Aerial Systems Unresolved cited work

Reference 78

Resolution
unresolved
raw_fallback, observed 2026-08-10T17:50:28.615725Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-10T17:50:28.461604Z digest=sha256:8d34109a5658536bce39695b967ca0ff62c8c98d5fb7103e9018b86df1d92afb

Observation 937c201a-24b7-41c5-bc88-d90617ef99d1 · outbound

This paper cites Large Language Models Are Human-Level Prompt Engineers.

LLM-Agents Driven Automated Simulation Testing and Analysis of small Uncrewed Aerial Systems Large Language Models Are Human-Level Prompt Engineers

Reference 79

Resolution
unresolved
no resolver link, observed 2026-08-10T17:50:28.465640Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T17:50:28.465640Z digest=sha256:d2e1c41424e805b01d70744c54d1094ffe4fcc97cc81e5ce2d629250b08a29a5

Observation 9167a28b-2b81-453e-aef6-d0a560a3fe1c · outbound

This paper cites an unresolved cited work.

LLM-Agents Driven Automated Simulation Testing and Analysis of small Uncrewed Aerial Systems Unresolved cited work

Reference 2023

Resolution
parse uncertain
raw_fallback, observed 2026-08-10T17:50:29.190661Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-10T17:50:28.215452Z digest=sha256:f7a01d4fbafd4fc30dfc3b6a5c24930f58308ec6e584d7d269083452eb5e2fcb

Observation 15c3992a-c05d-427f-96ae-9770da59c639 · outbound

This paper cites an unresolved cited work.

LLM-Agents Driven Automated Simulation Testing and Analysis of small Uncrewed Aerial Systems Unresolved cited work

Reference 2024

Resolution
unresolved
no resolver link, observed 2026-08-10T17:50:28.449533Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T17:50:28.449533Z digest=sha256:9a9ed7d92ff98529c14478ee79a1a8673188bf57745d19f4adbf9515a11ff0b5

Pith citing papers

Observation dd214e08-0e7d-47d9-8d0b-603dd405380a · inbound

A Universal Large Language Model -- Drone Command and Control Interface cites this paper.

A Universal Large Language Model -- Drone Command and Control Interface LLM-Agents Driven Automated Simulation Testing and Analysis of small Uncrewed Aerial Systems

Reference 29

Resolution
verified exact
arxiv_id, observed 2026-05-16T11:47:49.475902Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-05-16T11:43:59.667539Z digest=sha256:1fca097d64e90902ae869c315b174b6dcb5db3eebd1d45ee540ea215ddaaefb9