Pith. sign in

Paper Citation Record · LEDGER

Opportunities and Applications of GenAI in Smart Cities: A User-Centric Survey

As of 19 August 2026, this Paper Citation Record lists 60 of 60 outbound references and 0 inbound Pith citation observations for arXiv:2505.08034.

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

pith.paper-citation-record.v1
2505.08034 v2

Coverage vector

measured 60 of 60 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T22:07:48.965172Z

measured 60 of 60 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 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

60 of 60 outbound references displayed

  • verified exact20
  • verified fuzzy7
  • unresolved28
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch5

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation f32ce822-08b3-4fd2-b3f3-3a3b57dbfff7 · outbound

This paper cites Artificial Intelligence-Enabl ed Metaverse for Sustainable Smart Cities: Technologies, Application s, Challenges, and Future Directions.

Opportunities and Applications of GenAI in Smart Cities: A User-Centric Survey Artificial Intelligence-Enabl ed Metaverse for Sustainable Smart Cities: Technologies, Application s, Challenges, and Future Directions

Reference 1

Resolution
verified exact
doi, observed 2026-08-15T22:07:49.455099Z

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=2026-08-15T22:07:48.737741Z digest=sha256:675a4d906bdf76919070f52697550669ac663246b16e4feb6402e07a1c7954a2

Observation 4758102f-557b-4238-9c78-cb7a78bb43e7 · outbound

This paper cites Artificial Intelligence in Smart Cities—Applications, Barriers, and Future Directions: A Review.

Opportunities and Applications of GenAI in Smart Cities: A User-Centric Survey Artificial Intelligence in Smart Cities—Applications, Barriers, and Future Directions: A Review

Reference 2

Resolution
unresolved
no resolver link, observed 2026-08-15T22:07:48.742388Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T22:07:48.742388Z digest=sha256:e44606eeff5530e3114248cdaf4e5a421cc077c2e206c7a3fa37dec41f6e5e5c

Observation 4bf617f9-3b4c-467d-a7ce-b3149b43e9ad · outbound

This paper cites Integration of IoT-Enabled Technologies and Artificial Intelligence (AI) for Smart City Scenari o: Recent Advancements and Future Trends.

Opportunities and Applications of GenAI in Smart Cities: A User-Centric Survey Integration of IoT-Enabled Technologies and Artificial Intelligence (AI) for Smart City Scenari o: Recent Advancements and Future Trends

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-15T22:07:48.746820Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T22:07:48.746820Z digest=sha256:01c22cfa77758ffdce9d34e2d25b823a01b16aac0109fc4788209c6bffaa5089

Observation e37b6749-9661-4da4-a6f7-863d08110d8a · outbound

This paper cites IoT Based Smart C ities.

Opportunities and Applications of GenAI in Smart Cities: A User-Centric Survey IoT Based Smart C ities

Reference 4

Resolution
metadata mismatch
raw_fallback, observed 2026-08-15T22:07:50.748606Z

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=2026-08-15T22:07:48.750809Z digest=sha256:3cbd5e7d31cc251d28f545c79a23b4da3f0d48e2d8bb30c5f7159cbd2d922786

Observation 9d3f280b-9a25-4262-a5ac-eb31466ca255 · outbound

This paper cites Public Service with Generative AI: Exploring Features and Applications.

Opportunities and Applications of GenAI in Smart Cities: A User-Centric Survey Public Service with Generative AI: Exploring Features and Applications

Reference 5

Resolution
verified exact
raw_fallback, observed 2026-08-15T22:07:50.678719Z

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=2026-08-15T22:07:48.754426Z digest=sha256:a9eea2b022f89eddb2e6f22d5ac8ee836ac01861a6a4ce4c23679fc61b3904aa

Observation fd860b0c-87d9-41d8-a88a-200da3f16c01 · outbound

This paper cites UNCTAD Handbook of statistics 2022.

Opportunities and Applications of GenAI in Smart Cities: A User-Centric Survey UNCTAD Handbook of statistics 2022

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T22:07:50.833524Z

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=2026-08-15T22:07:48.758691Z digest=sha256:29a13bbc10b9c79a3cbb24ead92e4006cd3923732a3a08cac996af72ccbc246d

Observation 4c74f53b-f93c-4768-989e-ab0912be8c99 · outbound

This paper cites World Urbanization Prospects: The 2018 Revision.

Opportunities and Applications of GenAI in Smart Cities: A User-Centric Survey World Urbanization Prospects: The 2018 Revision

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T22:07:50.823193Z

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=2026-08-15T22:07:48.762941Z digest=sha256:8b90dd2d02e4a87199ff28598089db5b85691a68fe972c3342dd54b89486152d

Observation e8500550-1dfe-4a09-b7c3-1c9e480f5378 · outbound

This paper cites UrbanGPT: Spatio-Temporal La rge Language Models.

Opportunities and Applications of GenAI in Smart Cities: A User-Centric Survey UrbanGPT: Spatio-Temporal La rge Language Models

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-15T22:07:48.765971Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T22:07:48.765971Z digest=sha256:019fa3e01849cc1abf458f2ba4ad84932eb7bba533ab973ea6b13c1eea6a6d1e

Observation 50b6912e-31d4-4217-8d48-b25279d8f5b4 · outbound

This paper cites Leveraging Generative AI for Urban Digital Twins: A Scoping Review on the Autonomous Generation of Ur ban Data, Scenarios, Designs, and 3D City Models for Smart Ci ty Advancement.

Opportunities and Applications of GenAI in Smart Cities: A User-Centric Survey Leveraging Generative AI for Urban Digital Twins: A Scoping Review on the Autonomous Generation of Ur ban Data, Scenarios, Designs, and 3D City Models for Smart Ci ty Advancement

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-15T22:07:48.770275Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T22:07:48.770275Z digest=sha256:619ba7f8a518c40dca3a59a8cb4dd40d99abaef38db4a963f68d3354e67bda85

Observation 8ecf4e4c-25ba-480b-a02f-1ab235b30897 · outbound

This paper cites an unresolved cited work.

Opportunities and Applications of GenAI in Smart Cities: A User-Centric Survey Unresolved cited work

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-15T22:07:48.774510Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T22:07:48.774510Z digest=sha256:7a9a312650cc8fb17031fac498d4d004d6ec0278092d625befad968474f44865

Observation cd638af9-1f44-42f1-9f42-5ca296309718 · outbound

This paper cites Smart City Di gital Twins.

Opportunities and Applications of GenAI in Smart Cities: A User-Centric Survey Smart City Di gital Twins

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-15T22:07:48.778920Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T22:07:48.778920Z digest=sha256:6a0600ac9405a1436d4452cddd2cfeb060535847d3ae1cf7212bbb4490940f2f

Observation 79495aa1-843e-4b17-ad3a-35aa03e090e1 · outbound

This paper cites Multi-Modal Generative Adversaria l Networks for Traffic Event Detection in Smart Cities.

Opportunities and Applications of GenAI in Smart Cities: A User-Centric Survey Multi-Modal Generative Adversaria l Networks for Traffic Event Detection in Smart Cities

Reference 12

Resolution
metadata mismatch
raw_fallback, observed 2026-08-15T22:07:50.438733Z

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=2026-08-15T22:07:48.782351Z digest=sha256:80b9c8544a21a533d645c4602f7286a0084eb3ba8a9d6d11283f5defd609abd7

Observation 996ec5c2-9c7b-43c5-a34a-8df48fb459f2 · outbound

This paper cites Smart City Digital Twin F ramework for Real- Time Multi-Data Integration and Wide Public Distrib ution.

Opportunities and Applications of GenAI in Smart Cities: A User-Centric Survey Smart City Digital Twin F ramework for Real- Time Multi-Data Integration and Wide Public Distrib ution

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-15T22:07:48.785654Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T22:07:48.785654Z digest=sha256:3b6ce055c72e643c39c7b0aa214ba57fb4ca045a51ef08f59d23c3e7cc90cc15

Observation bd5886c7-4fe0-47fa-8ff0-775c5524ef45 · outbound

This paper cites ‘Attention Is All You Need’.

Opportunities and Applications of GenAI in Smart Cities: A User-Centric Survey ‘Attention Is All You Need’

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T22:07:50.813536Z

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=2026-08-15T22:07:48.788796Z digest=sha256:0c5d8eb0672f3ac04fadbe1ebd15be24c15b851ed65496cbbe35d20874375f12

Observation 4f8c9cd3-4a9e-4267-96be-5064d34583dd · outbound

This paper cites Urban Chatter: Exploring t he Potential of ChatGPT-like and Generative AI in Enhancing Planning Support.

Opportunities and Applications of GenAI in Smart Cities: A User-Centric Survey Urban Chatter: Exploring t he Potential of ChatGPT-like and Generative AI in Enhancing Planning Support

Reference 15

Resolution
metadata mismatch
raw_fallback, observed 2026-08-15T22:07:50.311343Z

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=2026-08-15T22:07:48.791897Z digest=sha256:68011782396073d0f1ecec409a113bbb026f8a207c047afaadfca8445c6205fa

Observation 74c3fb66-39a4-4eeb-b9f1-755b11a633d3 · outbound

This paper cites Towards Urban General Intelligence: A Review and Outlook of Urban Foundation Models.

Opportunities and Applications of GenAI in Smart Cities: A User-Centric Survey Towards Urban General Intelligence: A Review and Outlook of Urban Foundation Models

Reference 16

Resolution
verified exact
doi, observed 2026-08-15T22:07:49.422491Z

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=2026-08-15T22:07:48.795588Z digest=sha256:013867202de82d5def5384d007f0430c2ff78bfa02bace2c6d830336ccf8c1d3

Observation 9c149da0-0094-4fe7-8ca1-f8ce8a125f57 · outbound

This paper cites Generative Spatial Artifici al Intelligence for Sustainable Smart Cities: A Pioneering Large Flow M odel for Urban Digital Twin.

Opportunities and Applications of GenAI in Smart Cities: A User-Centric Survey Generative Spatial Artifici al Intelligence for Sustainable Smart Cities: A Pioneering Large Flow M odel for Urban Digital Twin

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-15T22:07:48.799104Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T22:07:48.799104Z digest=sha256:aa4fb20be109feed3bab2dd0a1af063e7d5c0eefb09e184800696b6601ffc413

Observation 6b9b0ac7-d743-4ab7-a3a3-031bd4ae9cd2 · outbound

This paper cites A Survey of Generative AI for Intelligent Transportation Systems: Road Transportation Perspective.

Opportunities and Applications of GenAI in Smart Cities: A User-Centric Survey A Survey of Generative AI for Intelligent Transportation Systems: Road Transportation Perspective

Reference 18

Resolution
unresolved
no resolver link, observed 2026-08-15T22:07:48.802319Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T22:07:48.802319Z digest=sha256:756412bcec6f386dbda24b731c6239dea5d4e6d73a5cbe381db32bc4c716ff8d

Observation 8348379b-f537-47d9-8b6a-3faf87e30d06 · outbound

This paper cites Exploiting IoT and Big Data Analytics: Defining Smart Digital City Using Real-Time Urban D ata.

Opportunities and Applications of GenAI in Smart Cities: A User-Centric Survey Exploiting IoT and Big Data Analytics: Defining Smart Digital City Using Real-Time Urban D ata

Reference 19

Resolution
verified exact
doi, observed 2026-08-15T22:07:49.357203Z

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=2026-08-15T22:07:48.807057Z digest=sha256:4946ec61df2fb534c859a11a12934c323b8c59bbd203a3ef12d65c0199ce4cbe

Observation 05104fa7-04c2-485a-ae05-ed11bb48eff0 · outbound

This paper cites Equipping Participation Formats with Generative AI: A Case Study Predicting the Future of a Metropolitan City in the Year 2040.

Opportunities and Applications of GenAI in Smart Cities: A User-Centric Survey Equipping Participation Formats with Generative AI: A Case Study Predicting the Future of a Metropolitan City in the Year 2040

Reference 20

Resolution
verified exact
doi, observed 2026-08-15T22:07:49.346374Z

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=2026-08-15T22:07:48.810478Z digest=sha256:b5a166d21feb684b5eb87d1803b45e148f32726af7f0e45d271337474675b946

Observation 630aa57b-db79-4a07-bbe5-cd63dbbef4f4 · outbound

This paper cites Optimizing LLMs for Resource-Constrained Environments: A Survey of Model Compression Techniques.

Opportunities and Applications of GenAI in Smart Cities: A User-Centric Survey Optimizing LLMs for Resource-Constrained Environments: A Survey of Model Compression Techniques

Reference 21

Resolution
unresolved
no resolver link, observed 2026-08-15T22:07:48.814065Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T22:07:48.814065Z digest=sha256:ed5ba0fab3c0c226b1b356ed489a63c24ab124c08b2a4fb2cfc54d0a6511f0f8

Observation c41e6158-527a-4add-b1e0-925e0ff44624 · outbound

This paper cites Generative AI for Power Grid Operations.

Opportunities and Applications of GenAI in Smart Cities: A User-Centric Survey Generative AI for Power Grid Operations

Reference 22

Resolution
verified exact
doi, observed 2026-08-15T22:07:49.326159Z

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=2026-08-15T22:07:48.818696Z digest=sha256:a6be25bdec3032fb897a2c8b4cdf26281fa9218625a617518b437e24a4d1eac2

Observation 4ba44e5e-9e78-41c8-a293-eb2455a163bc · outbound

This paper cites Generative AI and Large L anguage Models in Industry 5.0: Shaping Smarter Sustainable Cities.

Opportunities and Applications of GenAI in Smart Cities: A User-Centric Survey Generative AI and Large L anguage Models in Industry 5.0: Shaping Smarter Sustainable Cities

Reference 23

Resolution
unresolved
no resolver link, observed 2026-08-15T22:07:48.821874Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T22:07:48.821874Z digest=sha256:5e1390bb0efe499fb15d745dcd1e5c822b2a108262e7f175f13c8acfac49e06e

Observation da581946-f9c5-4cfa-9465-22d67195338d · outbound

This paper cites IncidentResponseGPT: Generating Traffic Incident Response Plans with Generative Artificial Intelligence.

Opportunities and Applications of GenAI in Smart Cities: A User-Centric Survey IncidentResponseGPT: Generating Traffic Incident Response Plans with Generative Artificial Intelligence

Reference 24

Resolution
verified exact
local_arxiv, observed 2026-08-15T22:07:49.309409Z

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=2026-08-15T22:07:48.824982Z digest=sha256:ac8c4ce858e2365c7fc60801117421ec1195ae7b45cdc98abb49a628a5dfdde3

Observation 9a0a6b10-64a2-417d-a818-561365455e33 · outbound

This paper cites CityGPT: Empowering Urban Spatial Cognition of Large Language Models.

Opportunities and Applications of GenAI in Smart Cities: A User-Centric Survey CityGPT: Empowering Urban Spatial Cognition of Large Language Models

Reference 25

Resolution
unresolved
no resolver link, observed 2026-08-15T22:07:48.829913Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T22:07:48.829913Z digest=sha256:8195b5474668f05a4e4ca82858e006d8b61e8e4c78dafba2cf576e77241ad98d

Observation 90fbff98-adae-47cd-b2a9-2a6fa7c8a609 · outbound

This paper cites UrbanLLM: Autonomous Urban Activity Planning and Management with Large Language Models.

Opportunities and Applications of GenAI in Smart Cities: A User-Centric Survey UrbanLLM: Autonomous Urban Activity Planning and Management with Large Language Models

Reference 26

Resolution
verified exact
doi, observed 2026-08-15T22:07:49.286225Z

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=2026-08-15T22:07:48.833808Z digest=sha256:bb041f7d5c42aa183777528e4abde225a3eb0802af543c812d793ddd462ea044

Observation 25d5deec-c782-4f4a-bd0c-74078af24f7f · outbound

This paper cites Applications and Challenges of Large Language Models in Smart Government -From Technological Advances to Re gulated Applications.

Opportunities and Applications of GenAI in Smart Cities: A User-Centric Survey Applications and Challenges of Large Language Models in Smart Government -From Technological Advances to Re gulated Applications

Reference 27

Resolution
metadata mismatch
raw_fallback, observed 2026-08-15T22:07:50.198299Z

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=2026-08-15T22:07:48.837510Z digest=sha256:1c00ae422b85b8041909fe7da6667b85617d2fc6d4e5b45e4755260949ce2582

Observation 97795685-559a-4563-9c1a-2e2ff1ae57b8 · outbound

This paper cites DynamicRouteGPT: A Real-Time Multi-Vehicle Dynamic Navigation Framework Based on Large Language Models.

Opportunities and Applications of GenAI in Smart Cities: A User-Centric Survey DynamicRouteGPT: A Real-Time Multi-Vehicle Dynamic Navigation Framework Based on Large Language Models

Reference 28

Resolution
unresolved
no resolver link, observed 2026-08-15T22:07:48.840491Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T22:07:48.840491Z digest=sha256:d3fdda9a8ccf80c8dd7bc4266adb6d1b9f2d83f0860dee77150d69215c84a283

Observation a9253fe0-cf6f-4c89-b424-56d09e38e082 · outbound

This paper cites DisasterResponseGPT: Large Language Models for Accelerated Plan of Action Development in Disaster Response Scenarios.

Opportunities and Applications of GenAI in Smart Cities: A User-Centric Survey DisasterResponseGPT: Large Language Models for Accelerated Plan of Action Development in Disaster Response Scenarios

Reference 29

Resolution
unresolved
no resolver link, observed 2026-08-15T22:07:48.844737Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T22:07:48.844737Z digest=sha256:2da1065bf0b20214f4a049bacc7e8863eafd7435e8c394a7c9f33d0d2055fd1c

Observation 588c45dc-690b-42b7-bf6e-48d5fdcab9b5 · outbound

This paper cites A Generative AI-Driven Architecture for Intelligent Transportation Systems.

Opportunities and Applications of GenAI in Smart Cities: A User-Centric Survey A Generative AI-Driven Architecture for Intelligent Transportation Systems

Reference 30

Resolution
unresolved
no resolver link, observed 2026-08-15T22:07:48.848222Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T22:07:48.848222Z digest=sha256:65acbf81a9ffc4de75695c58abf07638bda2b20fd653cd365abfbc36ec6c380b

Observation 433ec87d-e30b-4153-96af-19ca025f00c0 · outbound

This paper cites Towards Automated Urban Plann ing: When Generative and ChatGPT-like AI Meets Urban Planning.

Opportunities and Applications of GenAI in Smart Cities: A User-Centric Survey Towards Automated Urban Plann ing: When Generative and ChatGPT-like AI Meets Urban Planning

Reference 31

Resolution
verified exact
doi, observed 2026-08-15T22:07:49.257746Z

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=2026-08-15T22:07:48.851571Z digest=sha256:fb038aade443e3bb7f6deea520b3e946b7464c26675f7c8b5ddc193a01fd37e4

Observation cb969b87-5d01-4f45-9e54-0bd902976d96 · outbound

This paper cites Urban AI: Understanding the E merging Role of Artificial Intelligence in Smart Cities.

Opportunities and Applications of GenAI in Smart Cities: A User-Centric Survey Urban AI: Understanding the E merging Role of Artificial Intelligence in Smart Cities

Reference 32

Resolution
unresolved
no resolver link, observed 2026-08-15T22:07:48.855216Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T22:07:48.855216Z digest=sha256:120815c19b0fac75f57c3c6ebff8bb1e33b825bff7225f2133aebf23f6788c75

Observation 5716ab0a-cf8f-4618-948a-3042c0d1af10 · outbound

This paper cites Generative AI Assistant for Pub lic Transport Using Scheduled and Real-Time Data.

Opportunities and Applications of GenAI in Smart Cities: A User-Centric Survey Generative AI Assistant for Pub lic Transport Using Scheduled and Real-Time Data

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T22:07:50.802395Z

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=2026-08-15T22:07:48.859271Z digest=sha256:be1d68b8ff2bbc8500db2185c514effd1566bebf56295077837d42a25f661cea

Observation 558099b3-ccc8-4881-ad22-278bb0041edc · outbound

This paper cites Towards Generative Modeling o f Urban Flow through Knowledge-Enhanced Denoising Diffusion.

Opportunities and Applications of GenAI in Smart Cities: A User-Centric Survey Towards Generative Modeling o f Urban Flow through Knowledge-Enhanced Denoising Diffusion

Reference 34

Resolution
unresolved
no resolver link, observed 2026-08-15T22:07:48.862812Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T22:07:48.862812Z digest=sha256:7d0c806df9387f1fcac50ce48ae0a474e78087f3071969f4e4afce3f5a830f26

Observation 5706b71f-24ef-4958-a1a4-eb1884bbefee · outbound

This paper cites Leveraging Digital Twins and Generative AI for Effective Urban Mobility Management.

Opportunities and Applications of GenAI in Smart Cities: A User-Centric Survey Leveraging Digital Twins and Generative AI for Effective Urban Mobility Management

Reference 35

Resolution
verified exact
raw_fallback, observed 2026-08-15T22:07:49.994105Z

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=2026-08-15T22:07:48.865973Z digest=sha256:e15e820f4794f12355400b90577275681cf0a95355dd85b9e3cb01b232eeaab1

Observation e080d0fd-4e9a-48a7-932f-fd24fb154334 · outbound

This paper cites Enhancing Government Service Delivery: A Case Study of ACQAR Implementation and Lessons Le arned from ChatGPT Integration in a Singapore Government Agency.

Opportunities and Applications of GenAI in Smart Cities: A User-Centric Survey Enhancing Government Service Delivery: A Case Study of ACQAR Implementation and Lessons Le arned from ChatGPT Integration in a Singapore Government Agency

Reference 36

Resolution
unresolved
no resolver link, observed 2026-08-15T22:07:48.870092Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T22:07:48.870092Z digest=sha256:8cc803baf6de7d0ad6c438ff318959f6b2530b88ff5fa88e047762a697a9bb32

Observation e9010d03-f2b6-494a-9d7c-a5b4528351d2 · outbound

This paper cites People-Powered Gen AI: Coll aborating with Generative AI for Civic Engagement.

Opportunities and Applications of GenAI in Smart Cities: A User-Centric Survey People-Powered Gen AI: Coll aborating with Generative AI for Civic Engagement

Reference 37

Resolution
unresolved
no resolver link, observed 2026-08-15T22:07:48.874156Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T22:07:48.874156Z digest=sha256:626b47052e3250e9af0334c95ad63dd82480dcf78b2a2f31d007d14c30386c26

Observation d0b4c8b9-57fe-4902-95d8-cb84d6d695cd · outbound

This paper cites an unresolved cited work.

Opportunities and Applications of GenAI in Smart Cities: A User-Centric Survey Unresolved cited work

Reference 38

Resolution
unresolved
raw_fallback, observed 2026-08-15T22:07:50.792065Z

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=2026-08-15T22:07:48.878089Z digest=sha256:88248fd16cfc70ae529c40210f97173f120db67d957ca0bf59fe62aaf3b173c7

Observation 9f426685-6220-4192-b709-330a80791bf5 · outbound

This paper cites VayuBuddy: an LLM-Powered Chatbot to Democratize Air Quality Insights.

Opportunities and Applications of GenAI in Smart Cities: A User-Centric Survey VayuBuddy: an LLM-Powered Chatbot to Democratize Air Quality Insights

Reference 39

Resolution
unresolved
no resolver link, observed 2026-08-15T22:07:48.882278Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T22:07:48.882278Z digest=sha256:f70a7c7903aaa5c18889c3b150095829a2007cae1b2fef2a6afee18db294af25

Observation 7f3617ce-dd5e-47d1-9067-73c8d06a6cbb · outbound

This paper cites GenAI-powered Multi-Agent Paradigm for Smart Urban Mobility: Opportunities and Challenges for Integrating Large Language Models (LLMs) and Retrieval-Augmented Generation (RAG) with Intelligent Transportation Systems.

Opportunities and Applications of GenAI in Smart Cities: A User-Centric Survey GenAI-powered Multi-Agent Paradigm for Smart Urban Mobility: Opportunities and Challenges for Integrating Large Language Models (LLMs) and Retrieval-Augmented Generation (RAG) with Intelligent Transportation Systems

Reference 40

Resolution
unresolved
no resolver link, observed 2026-08-15T22:07:48.886729Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T22:07:48.886729Z digest=sha256:899d0056c802353b4724ad3ebd866c4ed3cfa39eb46528b007fdcbf16525812c

Observation 9c20d068-f241-4a59-bc9a-6098a7dc0cdd · outbound

This paper cites Accelerating Digital Twin D evelopment With Generative AI: A Framework for 3D Modeling and Data Integration.

Opportunities and Applications of GenAI in Smart Cities: A User-Centric Survey Accelerating Digital Twin D evelopment With Generative AI: A Framework for 3D Modeling and Data Integration

Reference 41

Resolution
unresolved
no resolver link, observed 2026-08-15T22:07:48.891505Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T22:07:48.891505Z digest=sha256:45a6c28447c668a6f5d90822248261e9514e8db81e34ba3ddc011a03c679f373

Observation 4ac4293e-26a3-4648-acb7-b1c9ab1e5820 · outbound

This paper cites Smart Water Management wi th Digital Twins and Multimodal Transformers: A Predictive Approach to Usage and Leakage Detection.

Opportunities and Applications of GenAI in Smart Cities: A User-Centric Survey Smart Water Management wi th Digital Twins and Multimodal Transformers: A Predictive Approach to Usage and Leakage Detection

Reference 42

Resolution
verified exact
doi, observed 2026-08-15T22:07:49.164201Z

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=2026-08-15T22:07:48.894942Z digest=sha256:fa8c5d2ce9083a0a621046555f8aa5cd28c56e9f9190ab50b216d9ea70400133

Observation d84d6526-fcba-4f2d-aeeb-b848fd1efced · outbound

This paper cites Urban Generative Intelligence (UGI): A Foundational Platform for Agents in Embodied City Environment.

Opportunities and Applications of GenAI in Smart Cities: A User-Centric Survey Urban Generative Intelligence (UGI): A Foundational Platform for Agents in Embodied City Environment

Reference 43

Resolution
unresolved
no resolver link, observed 2026-08-15T22:07:48.899198Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T22:07:48.899198Z digest=sha256:4dd1bfef339b0738cc5571ceae45252fde96871aa55f50fb22c8f49285f26754

Observation 27cb9717-d8d0-4dbb-a9c2-576e95e592ac · outbound

This paper cites Comparative Analysis of Air Quality Index Using Large Language Models and Machine Learning.

Opportunities and Applications of GenAI in Smart Cities: A User-Centric Survey Comparative Analysis of Air Quality Index Using Large Language Models and Machine Learning

Reference 44

Resolution
verified exact
doi, observed 2026-08-15T22:07:49.143668Z

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=2026-08-15T22:07:48.902628Z digest=sha256:a48b815295f78a5db290af4ca6787894863cc7cb38c387bee066cff254a5f253

Observation fe9020b8-abf9-483e-99ad-c5ba95eba7c3 · outbound

This paper cites LLMAir: Adaptive Reprogramming Large Language Model for Air Quality Prediction.

Opportunities and Applications of GenAI in Smart Cities: A User-Centric Survey LLMAir: Adaptive Reprogramming Large Language Model for Air Quality Prediction

Reference 45

Resolution
unresolved
no resolver link, observed 2026-08-15T22:07:48.905771Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T22:07:48.905771Z digest=sha256:14e046bbdd104a1249541f6388ae6f12edf8993f84ff2dadbdde4b6d92aa9a6e

Observation 938ba179-aced-472d-b4ad-d9f4da3a5b5a · outbound

This paper cites Automated Smart City Pl anning through Personalized Large Language Model with Retrieval Au gmented Generation.

Opportunities and Applications of GenAI in Smart Cities: A User-Centric Survey Automated Smart City Pl anning through Personalized Large Language Model with Retrieval Au gmented Generation

Reference 46

Resolution
verified exact
raw_fallback, observed 2026-08-15T22:07:49.765192Z

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=2026-08-15T22:07:48.909869Z digest=sha256:72cad4f5e1bcf1d5ae1492cb05c3308b1f5017791dc1001beec571be68dc5ccf

Observation fdd76687-095c-48af-bcd9-d7cdfcbc6f02 · outbound

This paper cites A HEART for the environment: Transformer-Based Spatiotemporal Modeling for Air Quality Prediction.

Opportunities and Applications of GenAI in Smart Cities: A User-Centric Survey A HEART for the environment: Transformer-Based Spatiotemporal Modeling for Air Quality Prediction

Reference 47

Resolution
verified exact
local_arxiv, observed 2026-08-15T22:07:49.132490Z

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=2026-08-15T22:07:48.913748Z digest=sha256:4d3305e4414e937a39d40a463cd60ffc18cfbf27824707c0c1bb279353cc66c5

Observation d3bd16bb-2197-4991-a4bb-50f9a75d9d91 · outbound

This paper cites Instructor-Worker Large Language Model System for Policy Recommendation: A Case Study on Air Quality Analysis of the January 2025 Los Angeles Wildfires.

Opportunities and Applications of GenAI in Smart Cities: A User-Centric Survey Instructor-Worker Large Language Model System for Policy Recommendation: A Case Study on Air Quality Analysis of the January 2025 Los Angeles Wildfires

Reference 48

Resolution
verified exact
doi, observed 2026-08-15T22:07:49.116753Z

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=2026-08-15T22:07:48.918019Z digest=sha256:2dd2c8bfb1c505221df5fcbe664e811d9c2a7cfe5bf337b828f3cb6706856d63

Observation 5cf963ba-3af6-4759-b20c-a436d7f8d606 · outbound

This paper cites A Retrieval-Augmented Genera tion Approach for Data-Driven Energy Infrastructure Digital Twins.

Opportunities and Applications of GenAI in Smart Cities: A User-Centric Survey A Retrieval-Augmented Genera tion Approach for Data-Driven Energy Infrastructure Digital Twins

Reference 49

Resolution
verified exact
doi, observed 2026-08-15T22:07:49.051978Z

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=2026-08-15T22:07:48.922186Z digest=sha256:bd1b73a706418e1bb1e7b847c3db307d504e107609afe1bf974b1ad0287735f3

Observation 83645587-2060-4734-abec-160dbad3fd2a · outbound

This paper cites Crash Data Augmentation Usi ng Variational Autoencoder.

Opportunities and Applications of GenAI in Smart Cities: A User-Centric Survey Crash Data Augmentation Usi ng Variational Autoencoder

Reference 50

Resolution
metadata mismatch
raw_fallback, observed 2026-08-15T22:07:49.700216Z

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=2026-08-15T22:07:48.925409Z digest=sha256:150b3102bcc4271ea2cdf6a23310fd7bc664d583fc39a588280ba994dc6a4328

Observation 38e931f7-ddff-4084-88e0-d008b9fb520e · outbound

This paper cites PlacemakingAI : Participatory Urban Design with Generative Adversarial Networks.

Opportunities and Applications of GenAI in Smart Cities: A User-Centric Survey PlacemakingAI : Participatory Urban Design with Generative Adversarial Networks

Reference 51

Resolution
verified exact
doi, observed 2026-08-15T22:07:49.040560Z

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=2026-08-15T22:07:48.930278Z digest=sha256:a5ff7b28f8f39eff2618848d2d1a61f10e187b91e758c7a0d23c129b31eaea4d

Observation 5bd8eef7-0798-4764-840a-a4387f096c40 · outbound

This paper cites Large Language Models as Urban Residents: An LLM Agent Framework for Personal Mobility Generation.

Opportunities and Applications of GenAI in Smart Cities: A User-Centric Survey Large Language Models as Urban Residents: An LLM Agent Framework for Personal Mobility Generation

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T22:07:50.781068Z

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=2026-08-15T22:07:48.933354Z digest=sha256:9cd1ef7f52e47a30a0e89e541015d6cc82239abef478796978abf8ab51216be8

Observation c2038f02-91af-422a-bcc9-1b0d28ae5265 · outbound

This paper cites A Few Thoughts on the Use of ChatGPT, GPT 3.5, GPT- 4 and LLMs in Parliaments: Reflecting on the Result s of Experimenting with LLMs in the Parliamentarian Context.

Opportunities and Applications of GenAI in Smart Cities: A User-Centric Survey A Few Thoughts on the Use of ChatGPT, GPT 3.5, GPT- 4 and LLMs in Parliaments: Reflecting on the Result s of Experimenting with LLMs in the Parliamentarian Context

Reference 53

Resolution
verified exact
doi, observed 2026-08-15T22:07:49.029338Z

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=2026-08-15T22:07:48.936473Z digest=sha256:f9d047068e1700127a81b4faa1e821cc375535d418799bdc8d1e6f3cf3e0578c

Observation 38d39df3-f536-4b36-9ded-df969cc5fd8f · outbound

This paper cites NYC’s Government Chatbot Is Lying ab out City Laws and Regulations.

Opportunities and Applications of GenAI in Smart Cities: A User-Centric Survey NYC’s Government Chatbot Is Lying ab out City Laws and Regulations

Reference 54

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T22:07:50.769215Z

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=2026-08-15T22:07:48.940286Z digest=sha256:610e9e7daf36eed9766f316660d3d4730b3709f40822a2d4dfea79c742797f0c

Observation bbd3ae26-c723-4135-85f2-220b612e2d77 · outbound

This paper cites A Methodology for Urban Planning Generation: A Novel Approach Based on Generative De sign.

Opportunities and Applications of GenAI in Smart Cities: A User-Centric Survey A Methodology for Urban Planning Generation: A Novel Approach Based on Generative De sign

Reference 55

Resolution
unresolved
no resolver link, observed 2026-08-15T22:07:48.944030Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T22:07:48.944030Z digest=sha256:ecea7836227d7266a3e1d849b4632f0c23b7c954ba486d7860e3f6ed03597415

Observation 0b1f2d6c-7d00-4861-801a-81016175a668 · outbound

This paper cites AI and Generative AI Transforming Disaster Management: A Survey of Damage Assessment and Response Techniques.

Opportunities and Applications of GenAI in Smart Cities: A User-Centric Survey AI and Generative AI Transforming Disaster Management: A Survey of Damage Assessment and Response Techniques

Reference 56

Resolution
verified exact
local_arxiv, observed 2026-08-15T22:07:49.018206Z

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=2026-08-15T22:07:48.948989Z digest=sha256:d022706c4c4012654f11bfd5a567a0c96cdc3da08efdc5eeef869d9a28322c40

Observation 138eb024-1de0-42f6-a602-359f304d33a9 · outbound

This paper cites PlanGPT: Enhancing Urban Planning with Tailored Language Model and Efficient Retrieval.

Opportunities and Applications of GenAI in Smart Cities: A User-Centric Survey PlanGPT: Enhancing Urban Planning with Tailored Language Model and Efficient Retrieval

Reference 57

Resolution
unresolved
no resolver link, observed 2026-08-15T22:07:48.953138Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T22:07:48.953138Z digest=sha256:97aff5b08651dd49a48854c445bd3e679afdc999be4bf0fa11646201984d0e65

Observation 003049ce-ae56-407b-b1df-1bd1aec28e02 · outbound

This paper cites Crisis Management in the Era of the IoT, Edge Computing, and LLMs.

Opportunities and Applications of GenAI in Smart Cities: A User-Centric Survey Crisis Management in the Era of the IoT, Edge Computing, and LLMs

Reference 58

Resolution
unresolved
no resolver link, observed 2026-08-15T22:07:48.957084Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T22:07:48.957084Z digest=sha256:a28fda8c19cb1a190e2ad3df0d5ad9323141e9b5dd6eeb4becc560db1886f294

Observation f7df6fb0-88c7-4c12-9c2f-8b5d33058027 · outbound

This paper cites Edge Computing-Enabled Secur e Forecasting Nationwide Industry PM2.5 with LLM in the Heterogen eous Network.

Opportunities and Applications of GenAI in Smart Cities: A User-Centric Survey Edge Computing-Enabled Secur e Forecasting Nationwide Industry PM2.5 with LLM in the Heterogen eous Network

Reference 59

Resolution
verified exact
doi, observed 2026-08-15T22:07:48.992037Z

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=2026-08-15T22:07:48.960720Z digest=sha256:2aae5003a444730b89cc0ee803babba03a366e51405b2b6a5a5520f5af817e86

Observation eef3b273-00fd-45cb-b666-2d039603c39d · outbound

This paper cites Smart City Synergy: Engaging in collaborative practice.

Opportunities and Applications of GenAI in Smart Cities: A User-Centric Survey Smart City Synergy: Engaging in collaborative practice

Reference 60

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T22:07:50.759017Z

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=2026-08-15T22:07:48.965172Z digest=sha256:78eea519afcf93bed157cea493c0be9bed052e872bfb0f0556ad41a7aa66f52a

Pith citing papers

No inbound Pith citation observations are available.