Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-05T22:19:28.321846Z
Paper Citation Record · LEDGER
Integrating Neurosymbolic AI in Advanced Air Mobility: A Comprehensive Survey
As of 6 August 2026, this Paper Citation Record lists 47 of 47 outbound references and 0 inbound Pith citation observations for arXiv:2508.07163.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-05T06:32:48.257954+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
Reference resolution
47 of 47 outbound references displayed
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- verified fuzzy39
- unresolved3
- parse uncertain0
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External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 6c98013e-90e5-4929-abfd-8434a8a2520f · outbound
This paper cites Neurosymbolic reinforcement learning and planning: A survey.
Integrating Neurosymbolic AI in Advanced Air Mobility: A Comprehensive Survey Neurosymbolic reinforcement learning and planning: A survey
Reference 1
- Resolution
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation f5b30d08-8f08-46b9-a7d2-c0ec237ec073 · outbound
This paper cites Transforming healthcare delivery with advanced air mobility: A rural study with gis-based optimization.
Integrating Neurosymbolic AI in Advanced Air Mobility: A Comprehensive Survey Transforming healthcare delivery with advanced air mobility: A rural study with gis-based optimization
Reference 5
- Resolution
- verified fuzzy
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 08a3018c-e08a-48cf-91f3-8ac56ac54ead · outbound
This paper cites A reinforcement learning approach to vehicle coordination for structured advanced air mo- bility.
Integrating Neurosymbolic AI in Advanced Air Mobility: A Comprehensive Survey A reinforcement learning approach to vehicle coordination for structured advanced air mo- bility
Reference 7
- Resolution
- verified fuzzy
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 91e67d41-b229-417f-a133-750f090a92b1 · outbound
This paper cites Cellular connectivity for ad- vanced air mobility: Use cases and beamforming ap- proaches.
Integrating Neurosymbolic AI in Advanced Air Mobility: A Comprehensive Survey Cellular connectivity for ad- vanced air mobility: Use cases and beamforming ap- proaches
Reference 8
- Resolution
- verified fuzzy
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 39f402d3-e88c-4d07-a35b-192649766fcd · outbound
This paper cites Power electronic converters in electric aircraft: Current status, challenges, and emerg- ing technologies.
Integrating Neurosymbolic AI in Advanced Air Mobility: A Comprehensive Survey Power electronic converters in electric aircraft: Current status, challenges, and emerg- ing technologies
Reference 9
- Resolution
- verified fuzzy
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 6a9142ca-57f1-409a-b28e-5c4edaac9333 · outbound
This paper cites Bias and discrimi- nation in ai: a cross-disciplinary perspective.
Integrating Neurosymbolic AI in Advanced Air Mobility: A Comprehensive Survey Bias and discrimi- nation in ai: a cross-disciplinary perspective
Reference 12
- Resolution
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation bf25c41c-0b07-4bb9-acba-dd37739ae2da · outbound
This paper cites Neurosymbolic ai: The 3 rd wave.
Integrating Neurosymbolic AI in Advanced Air Mobility: A Comprehensive Survey Neurosymbolic ai: The 3 rd wave
Reference 13
- Resolution
- verified fuzzy
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 4e6300f3-2165-4fa4-8aa0-a113786e015b · outbound
This paper cites Neuro-symbolic reasoning in the traffic domain.
Integrating Neurosymbolic AI in Advanced Air Mobility: A Comprehensive Survey Neuro-symbolic reasoning in the traffic domain
Reference 14
- Resolution
- verified fuzzy
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation b14ba779-247f-43b8-83cd-6fce30393f0e · outbound
This paper cites Advanced air mobility: Opportunities and challenges de- ploying evtols for air ambulance service.Applied Sciences, 12(3):1183,.
Integrating Neurosymbolic AI in Advanced Air Mobility: A Comprehensive Survey Advanced air mobility: Opportunities and challenges de- ploying evtols for air ambulance service.Applied Sciences, 12(3):1183,
Reference 15
- Resolution
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 927ede10-e722-46ec-a527-8d5e52a36b73 · outbound
This paper cites Advanced air mobility: Demand analysis and market potential of the airport shuttle and air taxi markets.
Integrating Neurosymbolic AI in Advanced Air Mobility: A Comprehensive Survey Advanced air mobility: Demand analysis and market potential of the airport shuttle and air taxi markets
Reference 16
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T22:19:28.885039Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation ac1c0bf7-3ade-4950-baaf-ccf687fb3fef · outbound
This paper cites On the use of neurosymbolic ai for defending against cyber attacks.
Integrating Neurosymbolic AI in Advanced Air Mobility: A Comprehensive Survey On the use of neurosymbolic ai for defending against cyber attacks
Reference 17
- Resolution
- verified fuzzy
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 7b2c9789-0aef-4ea3-a26f-f4e857ac49fe · outbound
This paper cites V2v uas communications and use cases for advanced air mobility.
Integrating Neurosymbolic AI in Advanced Air Mobility: A Comprehensive Survey V2v uas communications and use cases for advanced air mobility
Reference 18
- Resolution
- verified fuzzy
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 618a2944-f2b1-4452-9f4e-73f134ed92e9 · outbound
This paper cites Neuro-symbolic ai for military applica- tions.
Integrating Neurosymbolic AI in Advanced Air Mobility: A Comprehensive Survey Neuro-symbolic ai for military applica- tions
Reference 19
- Resolution
- verified fuzzy
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation bf5d90b9-9111-4b65-9fa1-06116f9942af · outbound
This paper cites Uam vision concept of operations (conops) uam maturity level (uml).
Integrating Neurosymbolic AI in Advanced Air Mobility: A Comprehensive Survey Uam vision concept of operations (conops) uam maturity level (uml)
Reference 20
- Resolution
- verified fuzzy
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 3c0968e5-ef79-47b9-adac-a8d477f9e290 · outbound
This paper cites an unresolved cited work.
Integrating Neurosymbolic AI in Advanced Air Mobility: A Comprehensive Survey Unresolved cited work
Reference 21
- Resolution
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation aba3b8b0-d7a5-459e-8556-0bcd6087bb2e · outbound
This paper cites Nasa concept vehicles and the engineering of advanced air mo- bility aircraft.
Integrating Neurosymbolic AI in Advanced Air Mobility: A Comprehensive Survey Nasa concept vehicles and the engineering of advanced air mo- bility aircraft
Reference 23
- Resolution
- verified fuzzy
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation c32f2608-eb45-4ad4-a635-c7b83b881f07 · outbound
This paper cites Ensuring UAV Safety: A Vision-only and Real-time Framework for Collision Avoidance Through Object Detection, Tracking, and Distance Estimation.
Integrating Neurosymbolic AI in Advanced Air Mobility: A Comprehensive Survey Ensuring UAV Safety: A Vision-only and Real-time Framework for Collision Avoidance Through Object Detection, Tracking, and Distance Estimation
Reference 24
- Resolution
- verified exact
- local_arxiv, observed 2026-08-05T22:19:28.568045Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation ef9ff7df-6dcc-4992-9732-8ee3f1f591b9 · outbound
This paper cites The third ai summer: Aaai robert s.
Integrating Neurosymbolic AI in Advanced Air Mobility: A Comprehensive Survey The third ai summer: Aaai robert s
Reference 25
- Resolution
- verified fuzzy
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 1084589d-cab3-4b64-9c59-3fc80a044aa8 · outbound
This paper cites Advanced sensor technologies in cavs for traditional and smart road condition monitoring: A review.
Integrating Neurosymbolic AI in Advanced Air Mobility: A Comprehensive Survey Advanced sensor technologies in cavs for traditional and smart road condition monitoring: A review
Reference 26
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T22:19:28.796454Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation d894f749-143d-4d10-9103-185a198de5f3 · outbound
This paper cites A holistic review of the current state of research on air- craft design concepts and consideration for advanced air mobility applications.
Integrating Neurosymbolic AI in Advanced Air Mobility: A Comprehensive Survey A holistic review of the current state of research on air- craft design concepts and consideration for advanced air mobility applications
Reference 27
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T22:19:28.786197Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation dbbe5d6f-2a1e-4c81-8230-85f86c9b5def · outbound
This paper cites Reinforcement Learning with External Knowledge by using Logical Neural Networks.
Integrating Neurosymbolic AI in Advanced Air Mobility: A Comprehensive Survey Reinforcement Learning with External Knowledge by using Logical Neural Networks
Reference 28
- Resolution
- verified exact
- local_arxiv, observed 2026-08-05T22:19:28.548630Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 811fe8ae-5e5c-4af2-9a8b-582331f872f3 · outbound
This paper cites Probabilistic mission design in neuro-symbolic systems.
Integrating Neurosymbolic AI in Advanced Air Mobility: A Comprehensive Survey Probabilistic mission design in neuro-symbolic systems
Reference 29
- Resolution
- verified exact
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation d62daa17-8535-47d4-9fd2-26756801f121 · outbound
This paper cites Demand analysis in urban air mobility: A literature review.
Integrating Neurosymbolic AI in Advanced Air Mobility: A Comprehensive Survey Demand analysis in urban air mobility: A literature review
Reference 30
- Resolution
- verified fuzzy
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 4b59df2a-666c-4fa7-9f47-a66331af2832 · outbound
This paper cites The Neuro-Symbolic Concept Learner: Interpreting Scenes, Words, and Sentences From Natural Supervision.
Integrating Neurosymbolic AI in Advanced Air Mobility: A Comprehensive Survey The Neuro-Symbolic Concept Learner: Interpreting Scenes, Words, and Sentences From Natural Supervision
Reference 31
- Resolution
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ccf430e7-f0bb-4b26-a17d-53fd196cc909 · outbound
This paper cites Digital twin approach for integrated airspace management with applications to advanced air mobility services.
Integrating Neurosymbolic AI in Advanced Air Mobility: A Comprehensive Survey Digital twin approach for integrated airspace management with applications to advanced air mobility services
Reference 33
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T22:19:28.754748Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 27c4df52-8903-432c-b289-46d0bc69ac79 · outbound
This paper cites In-time Aviation Safety Management: Challenges and Research for an Evolving Aviation System.
Integrating Neurosymbolic AI in Advanced Air Mobility: A Comprehensive Survey In-time Aviation Safety Management: Challenges and Research for an Evolving Aviation System
Reference 34
- Resolution
- verified fuzzy
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation c19965bc-be3e-45c3-b7d6-a49d0d46a2f4 · outbound
This paper cites Accountability in artificial intel- ligence: what it is and how it works.
Integrating Neurosymbolic AI in Advanced Air Mobility: A Comprehensive Survey Accountability in artificial intel- ligence: what it is and how it works
Reference 36
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T22:19:28.724912Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 086c3ed1-b789-48b4-8235-932b1d9505e5 · outbound
This paper cites Potential cyberattacks on automated vehicles.
Integrating Neurosymbolic AI in Advanced Air Mobility: A Comprehensive Survey Potential cyberattacks on automated vehicles
Reference 37
- Resolution
- verified fuzzy
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 21adb21b-e447-4e82-a92e-cd76434742ec · outbound
This paper cites Urban air mobility community noise test plan- ning.
Integrating Neurosymbolic AI in Advanced Air Mobility: A Comprehensive Survey Urban air mobility community noise test plan- ning
Reference 39
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T22:19:28.691875Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 7e5640a8-b0cc-4060-b6fb-6755f78d4461 · outbound
This paper cites Towards safe autonomous driving policies using a neuro-symbolic deep reinforcement learning ap- proach.
Integrating Neurosymbolic AI in Advanced Air Mobility: A Comprehensive Survey Towards safe autonomous driving policies using a neuro-symbolic deep reinforcement learning ap- proach
Reference 40
- Resolution
- verified exact
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 32840759-45a4-4b48-92f0-265d26c22e95 · outbound
This paper cites Vtol urban air mobility concept vehicles for technology development.
Integrating Neurosymbolic AI in Advanced Air Mobility: A Comprehensive Survey Vtol urban air mobility concept vehicles for technology development
Reference 41
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T22:19:28.681565Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 5d79a8f2-39f4-4d64-92aa-af2950d05d36 · outbound
This paper cites Interaction with industrial digital twin us- ing neuro-symbolic reasoning.
Integrating Neurosymbolic AI in Advanced Air Mobility: A Comprehensive Survey Interaction with industrial digital twin us- ing neuro-symbolic reasoning
Reference 42
- Resolution
- verified fuzzy
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 6839d60b-d25c-4ebc-9ac0-5fc986979971 · outbound
This paper cites A data & reasoning fabric to en- able advanced air mobility.
Integrating Neurosymbolic AI in Advanced Air Mobility: A Comprehensive Survey A data & reasoning fabric to en- able advanced air mobility
Reference 43
- Resolution
- verified fuzzy
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 4c4c93f0-3881-4de6-adef-a1cd688d7572 · outbound
This paper cites Towards data-and knowledge-driven ai: a survey on neuro- symbolic computing.
Integrating Neurosymbolic AI in Advanced Air Mobility: A Comprehensive Survey Towards data-and knowledge-driven ai: a survey on neuro- symbolic computing
Reference 44
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T22:19:28.648930Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation aba8e191-18d6-476e-92ed-d339ec070242 · outbound
This paper cites Optimized fault diagnosis based on fmea-style cbr and bn for embedded software system.
Integrating Neurosymbolic AI in Advanced Air Mobility: A Comprehensive Survey Optimized fault diagnosis based on fmea-style cbr and bn for embedded software system
Reference 45
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T22:19:28.638015Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation de310990-de6a-4a2f-9432-c30c10a28042 · outbound
This paper cites Risk perceptions using urban and advanced air mobility (uam/aam) by applying a mixed method approach.
Integrating Neurosymbolic AI in Advanced Air Mobility: A Comprehensive Survey Risk perceptions using urban and advanced air mobility (uam/aam) by applying a mixed method approach
Reference 46
- Resolution
- verified fuzzy
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 2b1d22d4-da7e-4a2e-8f23-c653e9ac51eb · outbound
This paper cites A survey on neural-symbolic learn- ing systems.
Integrating Neurosymbolic AI in Advanced Air Mobility: A Comprehensive Survey A survey on neural-symbolic learn- ing systems
Reference 47
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T22:19:28.614128Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation af1d6475-5916-45e2-8b53-b9e1eea5b72a · outbound
This paper cites Addressing the emer- gence of drones–a policy development framework for regional drone transportation systems.
Integrating Neurosymbolic AI in Advanced Air Mobility: A Comprehensive Survey Addressing the emer- gence of drones–a policy development framework for regional drone transportation systems
Reference 2014
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T22:19:28.703256Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 474e0ab5-ae66-4b94-9a2e-e74036c01cd9 · outbound
This paper cites Artificial-intelligence-based maintenance decision-making and optimization for multi- state component systems.
Integrating Neurosymbolic AI in Advanced Air Mobility: A Comprehensive Survey Artificial-intelligence-based maintenance decision-making and optimization for multi- state component systems
Reference 2018
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T22:19:28.734775Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 2b4b0a36-43f2-4c8d-8ffd-16e4f2a9ea3a · outbound
This paper cites Characterizing performance tradeoffs from air traffic man- agement services for advanced air mobility.
Integrating Neurosymbolic AI in Advanced Air Mobility: A Comprehensive Survey Characterizing performance tradeoffs from air traffic man- agement services for advanced air mobility
Reference 2019
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T22:19:28.764449Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 1ea2e629-b034-4f30-826a-f6ae89d54567 · outbound
This paper cites Benefits of advanced air mobility for society and environment: A case study of ohio.
Integrating Neurosymbolic AI in Advanced Air Mobility: A Comprehensive Survey Benefits of advanced air mobility for society and environment: A case study of ohio
Reference 2020
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T22:19:28.948528Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation df87ebdd-d5ac-4eb5-84eb-f6ce9c505879 · outbound
This paper cites In-time system-wide safety assurance (issa) concept of operations and design considerations for urban air mobility (uam).
Integrating Neurosymbolic AI in Advanced Air Mobility: A Comprehensive Survey In-time system-wide safety assurance (issa) concept of operations and design considerations for urban air mobility (uam)
Reference 2021
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T22:19:28.938652Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 9db419bf-d04f-487b-b8b8-b06c13cbd47e · outbound
This paper cites International AI Safety Report.
Integrating Neurosymbolic AI in Advanced Air Mobility: A Comprehensive Survey International AI Safety Report
Reference 2022
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T22:19:28.165408Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 526b7e7f-6dd6-4ff6-abe4-bbd539cbc7f5 · outbound
This paper cites Neurosymbolic AI for Travel Demand Prediction: Integrating Decision Tree Rules into Neural Networks.
Integrating Neurosymbolic AI in Advanced Air Mobility: A Comprehensive Survey Neurosymbolic AI for Travel Demand Prediction: Integrating Decision Tree Rules into Neural Networks
Reference 2023
- Resolution
- verified exact
- local_arxiv, observed 2026-08-05T22:19:28.600575Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 3a3e3746-d0fa-4697-b6e6-c6727520f832 · outbound
This paper cites Advanced air mobility: Opportunities, challenges, and research needsfor the state of california (2023-2030).
Integrating Neurosymbolic AI in Advanced Air Mobility: A Comprehensive Survey Advanced air mobility: Opportunities, challenges, and research needsfor the state of california (2023-2030)
Reference 2024
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T22:19:28.987743Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 8a52a6d5-938a-49d2-9adc-7f0c0da19c7c · outbound
This paper cites Next-generation avia- tion li-ion battery technologies—enabling electrified air- craft.
Integrating Neurosymbolic AI in Advanced Air Mobility: A Comprehensive Survey Next-generation avia- tion li-ion battery technologies—enabling electrified air- craft
Reference 2025
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T22:19:29.007348Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 92314df0-b5ff-478f-b808-ea3d69a1eaa0 · outbound
This paper cites Safe re- inforcement learning using probabilistic shields.
Integrating Neurosymbolic AI in Advanced Air Mobility: A Comprehensive Survey Safe re- inforcement learning using probabilistic shields
Reference 7586
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T22:19:28.826984Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Pith citing papers
No inbound Pith citation observations are available.