Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-14T04:15:17.169157Z
Paper Citation Record · LEDGER
As of 15 August 2026, this Paper Citation Record lists 57 of 57 outbound references and 0 inbound Pith citation observations for arXiv:2608.10309.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-14T04:15:17.169157Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-15T06:32:42.880941+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
57 of 57 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation a8753694-099d-411f-aac2-1d0e714b68b0 · outbound
Wind-Informed Rapid Flight-Planning in Complex Urban Topologies via Machine Learning and Experimental Validation Corridor design and separation definition in advanced air mobility: Systematic literature review
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 249e4cc0-dce6-4f57-bb19-5378aea27fdb · outbound
Wind-Informed Rapid Flight-Planning in Complex Urban Topologies via Machine Learning and Experimental Validation Advanced air mobility: Opportunities and challenges deploying evtols for air ambulance service
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 8a904dd5-bcc6-4c8c-80c1-467dce45b23a · outbound
Wind-Informed Rapid Flight-Planning in Complex Urban Topologies via Machine Learning and Experimental Validation Advanced air mobility: Innovations, applications, challenges, and future potential
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 6083e7c6-8a68-4a0e-b9aa-9d48183c0a98 · outbound
Wind-Informed Rapid Flight-Planning in Complex Urban Topologies via Machine Learning and Experimental Validation Ten questions concerning the use of drones in urban environments
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation c8432d04-4d04-45fc-a0da-047dc1dffdea · outbound
Wind-Informed Rapid Flight-Planning in Complex Urban Topologies via Machine Learning and Experimental Validation Physics and modeling of large flow disturbances: discrete gust encounters for modern air vehicles
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 1d228ebe-5e70-4a72-af30-8871ac6148bc · outbound
Wind-Informed Rapid Flight-Planning in Complex Urban Topologies via Machine Learning and Experimental Validation Gusts encountered by flying vehicles in proximity to buildings
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 4b46939f-a20e-485d-b6b0-73f78fb8cc8b · outbound
Wind-Informed Rapid Flight-Planning in Complex Urban Topologies via Machine Learning and Experimental Validation Urban morphology and wind effects on uav flight risks: A cfd-based risk mapping framework
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation f225e301-ce22-4536-86b3-95fdaf83a071 · outbound
Wind-Informed Rapid Flight-Planning in Complex Urban Topologies via Machine Learning and Experimental Validation Turbulence-aware uav path planning in urban environments
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 00cc06f6-b03f-4589-832e-9bf0719da804 · outbound
Wind-Informed Rapid Flight-Planning in Complex Urban Topologies via Machine Learning and Experimental Validation Estimating the impacts of the wind field size, wind speed, turbulence, and no-fly zones on unmanned aerial vehicle flights in urban areas
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 30a250e2-c65e-4e60-88b1-9f1d44058373 · outbound
Wind-Informed Rapid Flight-Planning in Complex Urban Topologies via Machine Learning and Experimental Validation Machine learning for fluid mechanics
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation af7cc747-a8ba-448b-ba96-bfaeb1342d66 · outbound
Wind-Informed Rapid Flight-Planning in Complex Urban Topologies via Machine Learning and Experimental Validation Machine learning for urban wind simulation: A comprehensive review
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 9c53ab6e-04cb-4bd4-9f21-7cf13f7e48ba · outbound
Wind-Informed Rapid Flight-Planning in Complex Urban Topologies via Machine Learning and Experimental Validation Evaluating a deep learning-based surrogate model for predicting wind distribution in urban microclimate design
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 7eac6a04-ea92-4388-853d-387d538ebeb5 · outbound
Wind-Informed Rapid Flight-Planning in Complex Urban Topologies via Machine Learning and Experimental Validation Fastflow: Ai for fast urban wind velocity prediction
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation a670fbe6-8512-4a79-89e0-68326bdc64d1 · outbound
Wind-Informed Rapid Flight-Planning in Complex Urban Topologies via Machine Learning and Experimental Validation From large-eddy simulations to deep learning: A u-net model for fast urban canopy flow predictions
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation fff6a92e-0aef-4b21-a2a2-23051d81f87c · outbound
Wind-Informed Rapid Flight-Planning in Complex Urban Topologies via Machine Learning and Experimental Validation Fourier neural operator for real-time simulation of 3d dynamic urban microclimate
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 33c12830-6334-4e90-a695-f9c4650edd5c · outbound
Wind-Informed Rapid Flight-Planning in Complex Urban Topologies via Machine Learning and Experimental Validation Learning local urban wind flow fields from range sensing
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 91f826c4-184e-4c67-80b2-b7de4c0a40bb · outbound
Wind-Informed Rapid Flight-Planning in Complex Urban Topologies via Machine Learning and Experimental Validation Stable fluids
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation c938eea1-e5b8-4680-971c-be8b8d8cd6a9 · outbound
Wind-Informed Rapid Flight-Planning in Complex Urban Topologies via Machine Learning and Experimental Validation Unresolved cited work
Reference 20
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 10b7fe70-e2c7-4da4-b3d1-a12f602e3bcc · outbound
Wind-Informed Rapid Flight-Planning in Complex Urban Topologies via Machine Learning and Experimental Validation Reconstructing fine-scale 3d wind fields with terrain-informed machine learning
Reference 21
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 3b4717a0-7136-45b5-b5f8-29b0bba5d080 · outbound
Wind-Informed Rapid Flight-Planning in Complex Urban Topologies via Machine Learning and Experimental Validation Windseer: real-time volumetric wind prediction over complex terrain aboard a small uncrewed aerial vehicle
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 939d542b-f77c-4dfc-bc48-cfb189e54a2c · outbound
Wind-Informed Rapid Flight-Planning in Complex Urban Topologies via Machine Learning and Experimental Validation Hybrid cfd-deep learning approach for urban wind flow predictions and risk-aware uav path planning
Reference 23
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 22f61e50-5af9-4229-923c-49ebe7309beb · outbound
Wind-Informed Rapid Flight-Planning in Complex Urban Topologies via Machine Learning and Experimental Validation Xlb: A differentiable massively parallel lattice boltzmann library in python
Reference 26
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation b2261091-3a26-41f4-9c04-bc0df9adbf2e · outbound
Wind-Informed Rapid Flight-Planning in Complex Urban Topologies via Machine Learning and Experimental Validation Appropriate boundary conditions for computational wind engineering models using the k- turbulence model
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 24e94205-2255-4bcd-a832-a3c28430e553 · outbound
Wind-Informed Rapid Flight-Planning in Complex Urban Topologies via Machine Learning and Experimental Validation Learning turbulent flows with generative models for super resolution and sparse flow reconstruction
Reference 28
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 91d6b491-3d23-49c5-a374-7a261c21e08f · outbound
Wind-Informed Rapid Flight-Planning in Complex Urban Topologies via Machine Learning and Experimental Validation Frontiers in Handwriting Recognition (ICFHR), 2014 14th International Conference on , pages=
Reference 29
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation eb3921e3-5a01-4fda-bd16-bd4d6355ea18 · outbound
Wind-Informed Rapid Flight-Planning in Complex Urban Topologies via Machine Learning and Experimental Validation Soft Computing and Pattern Recognition (SoCPaR), 2014 6th International Conference of , pages=
Reference 30
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 68497fd1-6f0a-404f-9a90-94e4d0f85bd1 · outbound
Wind-Informed Rapid Flight-Planning in Complex Urban Topologies via Machine Learning and Experimental Validation Estimate and Replace: A Novel Approach to Integrating Deep Neural Networks with Existing Applications
Reference 31
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 87601de6-8154-4c4d-b250-1c84b29e15ea · outbound
Wind-Informed Rapid Flight-Planning in Complex Urban Topologies via Machine Learning and Experimental Validation Building and Environment , volume=
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation e216948e-30d8-478b-ae67-281ad137064d · outbound
Wind-Informed Rapid Flight-Planning in Complex Urban Topologies via Machine Learning and Experimental Validation Applied Sciences , volume=
Reference 33
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 65d37143-ce4d-40d1-b2cb-30fb1e19d2b6 · outbound
Wind-Informed Rapid Flight-Planning in Complex Urban Topologies via Machine Learning and Experimental Validation PeerJ , volume=
Reference 34
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 297255e8-68ce-40fc-89d9-b2fc0b7df84a · outbound
Wind-Informed Rapid Flight-Planning in Complex Urban Topologies via Machine Learning and Experimental Validation Preiss* and Wolfgang H\"onig* and Gaurav S
Reference 35
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7a1240e4-47d0-4656-8586-8fe88a90b8a2 · outbound
Wind-Informed Rapid Flight-Planning in Complex Urban Topologies via Machine Learning and Experimental Validation IEEE Open Journal of Intelligent Transportation Systems , year=
Reference 36
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 4525369d-5129-4354-b0fe-901140885808 · outbound
Wind-Informed Rapid Flight-Planning in Complex Urban Topologies via Machine Learning and Experimental Validation Annual review of fluid mechanics , volume=
Reference 37
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5dfa9a29-50f0-4954-b377-3527869216be · outbound
Wind-Informed Rapid Flight-Planning in Complex Urban Topologies via Machine Learning and Experimental Validation Available at SSRN 6484578 , year=
Reference 38
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 168f8a20-fb37-4f5a-ae33-c53d8b7af94f · outbound
Wind-Informed Rapid Flight-Planning in Complex Urban Topologies via Machine Learning and Experimental Validation Annual Review of Fluid Mechanics , volume=
Reference 39
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 38c294b0-a1ba-4c0d-b560-659e270d5c1c · outbound
Wind-Informed Rapid Flight-Planning in Complex Urban Topologies via Machine Learning and Experimental Validation Drones , volume=
Reference 40
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation d21dfad9-d7df-4872-b111-f4859777e14d · outbound
Wind-Informed Rapid Flight-Planning in Complex Urban Topologies via Machine Learning and Experimental Validation Nature Communications , volume=
Reference 41
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 747d1167-f343-46a0-9a1c-15871387a162 · outbound
Wind-Informed Rapid Flight-Planning in Complex Urban Topologies via Machine Learning and Experimental Validation arXiv preprint arXiv:2512.14725 , year=
Reference 42
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 99f380ee-6ccc-4cfa-a7d1-8fcc7a42e785 · outbound
Wind-Informed Rapid Flight-Planning in Complex Urban Topologies via Machine Learning and Experimental Validation Nature Communications , volume=
Reference 43
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 7a41dca7-6eb5-4087-89d8-cc70393d5c31 · outbound
Wind-Informed Rapid Flight-Planning in Complex Urban Topologies via Machine Learning and Experimental Validation Nature Communications , year=
Reference 44
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 5dc835da-654e-4b9e-af89-8266804a6267 · outbound
Wind-Informed Rapid Flight-Planning in Complex Urban Topologies via Machine Learning and Experimental Validation Building and Environment , volume=
Reference 45
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 1d8e6f0f-3a7c-4a6b-9e82-624b1021eae6 · outbound
Wind-Informed Rapid Flight-Planning in Complex Urban Topologies via Machine Learning and Experimental Validation Building and Environment , volume=
Reference 46
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 41981204-f78a-4d28-9fbb-e17a2bec85eb · outbound
Wind-Informed Rapid Flight-Planning in Complex Urban Topologies via Machine Learning and Experimental Validation 2022 IEEE International Conference on Data Mining Workshops (ICDMW) , pages=
Reference 47
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 7b5941cd-6e0b-487d-9571-5601b79caf7a · outbound
Wind-Informed Rapid Flight-Planning in Complex Urban Topologies via Machine Learning and Experimental Validation Seminal Graphics Papers: Pushing the Boundaries, Volume 2 , publisher=
Reference 48
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 7390a994-76ff-4fa6-970b-d230c44584b3 · outbound
Wind-Informed Rapid Flight-Planning in Complex Urban Topologies via Machine Learning and Experimental Validation Unresolved cited work
Reference 49
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 5f030df5-fa32-49c6-b018-458ee899326c · outbound
Wind-Informed Rapid Flight-Planning in Complex Urban Topologies via Machine Learning and Experimental Validation IEEE Robotics and Automation Letters , volume=
Reference 50
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation e1cab19f-40ef-4b17-840b-05cff84f45bc · outbound
Wind-Informed Rapid Flight-Planning in Complex Urban Topologies via Machine Learning and Experimental Validation Journal of Air Transportation , volume=
Reference 51
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation ed87b03f-b9f5-4073-9128-183424f2b01b · outbound
Wind-Informed Rapid Flight-Planning in Complex Urban Topologies via Machine Learning and Experimental Validation Journal of wind engineering and industrial aerodynamics , volume=
Reference 52
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 8256fe9a-f305-49a2-88e9-0868b8759884 · outbound
Wind-Informed Rapid Flight-Planning in Complex Urban Topologies via Machine Learning and Experimental Validation Physics of Fluids , volume=
Reference 53
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 30dae951-abcd-4c02-abab-aabd8fa3d05a · outbound
Wind-Informed Rapid Flight-Planning in Complex Urban Topologies via Machine Learning and Experimental Validation Proceedings of the AAAI conference on artificial intelligence , volume=
Reference 54
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6af20433-d591-48bd-93bd-5267727e956d · outbound
Wind-Informed Rapid Flight-Planning in Complex Urban Topologies via Machine Learning and Experimental Validation Computer Physics Communications , volume=
Reference 55
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 4aa0a1d6-e076-411e-a316-7fe200d0c4b6 · outbound
Wind-Informed Rapid Flight-Planning in Complex Urban Topologies via Machine Learning and Experimental Validation Sustainable Cities and Society , pages=
Reference 56
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 7723b2d4-4bb3-43ce-b670-7440e3b1a12e · outbound
Wind-Informed Rapid Flight-Planning in Complex Urban Topologies via Machine Learning and Experimental Validation 2024 International Conference on Unmanned Aircraft Systems (ICUAS) , pages=
Reference 57
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 234d3eb4-1592-447c-ac67-75a3f25d52c7 · outbound
Wind-Informed Rapid Flight-Planning in Complex Urban Topologies via Machine Learning and Experimental Validation arXiv preprint arXiv:2603.09194 , year=
Reference 58
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 64d45b8e-2800-42bc-b6f7-be39f9b881d6 · outbound
Wind-Informed Rapid Flight-Planning in Complex Urban Topologies via Machine Learning and Experimental Validation Data-driven surrogate models for forecasting experimentally measured fluid flows
Reference 59
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 9364711e-39b7-49d2-b24e-31cb01c09a8c · outbound
Wind-Informed Rapid Flight-Planning in Complex Urban Topologies via Machine Learning and Experimental Validation Drones , volume=
Reference 60
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 1125ed7d-e78e-4727-b1dd-eedaab1f5688 · outbound
Wind-Informed Rapid Flight-Planning in Complex Urban Topologies via Machine Learning and Experimental Validation Sustainable Cities and Society , pages=
Reference 61
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
No inbound Pith citation observations are available.