Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-06T20:35:14.006952Z
Paper Citation Record · LEDGER
DigiT4TAF -- Bridging Physical and Digital Worlds for Future Transportation Systems
As of 16 August 2026, this Paper Citation Record lists 31 of 31 outbound references and 0 inbound Pith citation observations for arXiv:2507.02400.
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 2026-08-16T06:30:59.297886+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
31 of 31 outbound references displayed
- verified exact2
- verified fuzzy27
- unresolved2
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation e1cc742e-c3c8-4c9a-b0ca-06e29d6652f7 · outbound
This paper cites Digital twins in the automotive industry: The road toward physical-digital convergence,.
DigiT4TAF -- Bridging Physical and Digital Worlds for Future Transportation Systems Digital twins in the automotive industry: The road toward physical-digital convergence,
Reference 1
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T20:35:19.708285Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation f6f7c039-16d0-4f92-a0d2-3c8b47147d76 · outbound
This paper cites Modeling languages for automotive digital twins : A survey among the german automotive industry,.
DigiT4TAF -- Bridging Physical and Digital Worlds for Future Transportation Systems Modeling languages for automotive digital twins : A survey among the german automotive industry,
Reference 2
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T20:35:19.537743Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 7f109f9d-7af2-4c46-809b-3ca7fdda9d0b · outbound
This paper cites Mobility digital twin: Concept, architecture, case study, and future challenges,.
DigiT4TAF -- Bridging Physical and Digital Worlds for Future Transportation Systems Mobility digital twin: Concept, architecture, case study, and future challenges,
Reference 3
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T20:35:19.330462Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 961b6267-99ad-4115-8a97-1d0c18410666 · outbound
This paper cites Maturity of vehicle digital twins: From monitoring to enabling autonomous driving,.
DigiT4TAF -- Bridging Physical and Digital Worlds for Future Transportation Systems Maturity of vehicle digital twins: From monitoring to enabling autonomous driving,
Reference 4
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T20:35:19.117528Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 3dfd9a00-c651-41a8-a560-7ebbbad81522 · outbound
This paper cites A Digital Twin Framework for Physical-Virtual Integration in V2X-Enabled Connected Vehicle Corridors.
DigiT4TAF -- Bridging Physical and Digital Worlds for Future Transportation Systems A Digital Twin Framework for Physical-Virtual Integration in V2X-Enabled Connected Vehicle Corridors
Reference 5
- Resolution
- verified exact
- local_arxiv, observed 2026-08-06T20:35:14.561378Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 52bd6b81-bc36-4c70-86a8-0d24ab6a7ce0 · outbound
This paper cites Liu, “MCity.” [Online].
DigiT4TAF -- Bridging Physical and Digital Worlds for Future Transportation Systems Liu, “MCity.” [Online]
Reference 6
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T20:35:18.953391Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 5b989f83-078f-419b-b549-f746ac28963a · outbound
This paper cites A New Era of Mobility: Exploring Digital Twin Applications in Autonomous Vehicular Systems.
DigiT4TAF -- Bridging Physical and Digital Worlds for Future Transportation Systems A New Era of Mobility: Exploring Digital Twin Applications in Autonomous Vehicular Systems
Reference 7
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T20:35:10.957608Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 50f28eb6-8df8-45bb-9f88-d4d1a2897e10 · outbound
This paper cites From Traffic Sensor Data To Semantic Traffic Descriptions: The Test Area Autonomous Driving Baden- Württemberg Dataset (TAF-BW Dataset),.
DigiT4TAF -- Bridging Physical and Digital Worlds for Future Transportation Systems From Traffic Sensor Data To Semantic Traffic Descriptions: The Test Area Autonomous Driving Baden- Württemberg Dataset (TAF-BW Dataset),
Reference 8
- Resolution
- verified exact
- raw_fallback, observed 2026-08-06T20:35:14.260946Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 417f6d7d-a6b5-47a2-8e3c-d5b799a317b0 · outbound
This paper cites Unreal engine 5,.
DigiT4TAF -- Bridging Physical and Digital Worlds for Future Transportation Systems Unreal engine 5,
Reference 9
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T20:35:18.814036Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation a6643b49-51ed-4208-8fa0-40a73a48b4ba · outbound
This paper cites Cctv-calib: a toolbox to calibrate surveillance cameras around the globe,.
DigiT4TAF -- Bridging Physical and Digital Worlds for Future Transportation Systems Cctv-calib: a toolbox to calibrate surveillance cameras around the globe,
Reference 10
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T20:35:18.681704Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 3963031a-ed4d-4a1e-9598-8aa8e6d2715e · outbound
This paper cites Towards large scale urban traffic reference data: Smart infrastructure in the test area autonomous driving baden-w.
DigiT4TAF -- Bridging Physical and Digital Worlds for Future Transportation Systems Towards large scale urban traffic reference data: Smart infrastructure in the test area autonomous driving baden-w
Reference 11
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T20:35:18.523158Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 384b22e2-9204-4197-b7c3-0a35efc80662 · outbound
This paper cites Carla: An open urban driving simulator,.
DigiT4TAF -- Bridging Physical and Digital Worlds for Future Transportation Systems Carla: An open urban driving simulator,
Reference 12
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T20:35:18.394067Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation e2faa5bc-cf34-40e5-aaba-8fefb0cfa6ad · outbound
This paper cites Detectron2,.
DigiT4TAF -- Bridging Physical and Digital Worlds for Future Transportation Systems Detectron2,
Reference 13
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T20:35:18.249297Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation d4799333-b0e1-47de-8d89-998ea35d155e · outbound
This paper cites Openpcdet: An open-source tool- box for 3d object detection from point clouds,.
DigiT4TAF -- Bridging Physical and Digital Worlds for Future Transportation Systems Openpcdet: An open-source tool- box for 3d object detection from point clouds,
Reference 14
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T20:35:18.061533Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 59d90452-59d2-4b0a-b0fe-75de1364a98f · outbound
This paper cites Are we ready for autonomous driving? the kitti vision benchmark suite,.
DigiT4TAF -- Bridging Physical and Digital Worlds for Future Transportation Systems Are we ready for autonomous driving? the kitti vision benchmark suite,
Reference 15
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T20:35:17.745720Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation aeac981b-a757-43b0-973c-e2c9f06e419a · outbound
This paper cites SimpleTrack: Understanding and Rethinking 3D Multi-object Tracking.
DigiT4TAF -- Bridging Physical and Digital Worlds for Future Transportation Systems SimpleTrack: Understanding and Rethinking 3D Multi-object Tracking
Reference 16
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T20:35:12.139342Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3f4d06b9-11fa-4257-bd23-05b7e5f2a159 · outbound
This paper cites Man truckscenes: A multimodal dataset for autonomous trucking in diverse conditions,.
DigiT4TAF -- Bridging Physical and Digital Worlds for Future Transportation Systems Man truckscenes: A multimodal dataset for autonomous trucking in diverse conditions,
Reference 17
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T20:35:17.488376Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 6da2c4c5-1b7d-420f-94c4-776b5997032c · outbound
This paper cites Nerf: Representing scenes as neural radiance fields for view synthesis,.
DigiT4TAF -- Bridging Physical and Digital Worlds for Future Transportation Systems Nerf: Representing scenes as neural radiance fields for view synthesis,
Reference 18
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T20:35:17.346974Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation e6386ed8-e6c4-4f97-8dbe-9accce998de4 · outbound
This paper cites Refsr-nerf: Towards high fidelity and super resolution view synthesis,.
DigiT4TAF -- Bridging Physical and Digital Worlds for Future Transportation Systems Refsr-nerf: Towards high fidelity and super resolution view synthesis,
Reference 19
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T20:35:17.127509Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 23ae96b2-06cb-4aaa-843f-660dcfce5344 · outbound
This paper cites Parenerf: Toward fast large-scale dynamic nerf with patch-based reference,.
DigiT4TAF -- Bridging Physical and Digital Worlds for Future Transportation Systems Parenerf: Toward fast large-scale dynamic nerf with patch-based reference,
Reference 20
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T20:35:16.868657Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 230d0770-ed5d-4dac-bb0e-81c685789f2d · outbound
This paper cites Efficient gaussian splatting for real-time rendering,.
DigiT4TAF -- Bridging Physical and Digital Worlds for Future Transportation Systems Efficient gaussian splatting for real-time rendering,
Reference 21
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T20:35:16.649823Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 2a50e399-179f-45ed-9c7c-bf9c7dfd013a · outbound
This paper cites Improving 3d gaussian splatting for radiance field rendering using deep learning,.
DigiT4TAF -- Bridging Physical and Digital Worlds for Future Transportation Systems Improving 3d gaussian splatting for radiance field rendering using deep learning,
Reference 22
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T20:35:16.494368Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 66e8d51f-aae3-4eb9-b60d-d9217420072b · outbound
This paper cites Reflective gaussian splatting,.
DigiT4TAF -- Bridging Physical and Digital Worlds for Future Transportation Systems Reflective gaussian splatting,
Reference 23
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T20:35:16.251295Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 40c310ac-bac7-40b4-be79-ad5a5fc97be0 · outbound
This paper cites Fast environment generation methods for virtual testing,.
DigiT4TAF -- Bridging Physical and Digital Worlds for Future Transportation Systems Fast environment generation methods for virtual testing,
Reference 24
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T20:35:16.073719Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 8409ea17-9eb8-4cd5-a6f5-d708a3b537d0 · outbound
This paper cites Eg4u: Environment generator for unreal,.
DigiT4TAF -- Bridging Physical and Digital Worlds for Future Transportation Systems Eg4u: Environment generator for unreal,
Reference 25
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T20:35:15.803407Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 72dd7ef3-46c0-4527-85b0-7c85452874cb · outbound
This paper cites Open geodata portal,.
DigiT4TAF -- Bridging Physical and Digital Worlds for Future Transportation Systems Open geodata portal,
Reference 26
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T20:35:15.599128Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation a7aa0752-d112-49a7-86b6-c95e92c44d8f · outbound
This paper cites Rasterio: geospatial raster i/o for Python programmers,.
DigiT4TAF -- Bridging Physical and Digital Worlds for Future Transportation Systems Rasterio: geospatial raster i/o for Python programmers,
Reference 27
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T20:35:15.384003Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation f1afa9cc-7c5f-427f-b959-9aaa6b2db413 · outbound
This paper cites Enhancing automotive simulations with adjustable asphalt road surface materials,.
DigiT4TAF -- Bridging Physical and Digital Worlds for Future Transportation Systems Enhancing automotive simulations with adjustable asphalt road surface materials,
Reference 28
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T20:35:15.184115Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 641bae4f-aacb-4796-a413-32523b9f9f72 · outbound
This paper cites Metahuman,.
DigiT4TAF -- Bridging Physical and Digital Worlds for Future Transportation Systems Metahuman,
Reference 29
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T20:35:14.968994Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation a75cd9ab-6039-4c00-9902-6e5943f688f8 · outbound
This paper cites Heterogeneous Graph-based Trajectory Prediction using Local Map Context and Social Interactions,.
DigiT4TAF -- Bridging Physical and Digital Worlds for Future Transportation Systems Heterogeneous Graph-based Trajectory Prediction using Local Map Context and Social Interactions,
Reference 30
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T20:35:14.807707Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation f95e98e6-ab98-4411-8fb6-0530e8de07d9 · outbound
This paper cites Virtual and real world data acquisition for training of ai based models,.
DigiT4TAF -- Bridging Physical and Digital Worlds for Future Transportation Systems Virtual and real world data acquisition for training of ai based models,
Reference 31
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T20:35:14.676291Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Pith citing papers
No inbound Pith citation observations are available.