Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-05-13T05:41:56.835605Z
Paper Citation Record · LEDGER
PointNeRT: A Physics Aware Neural Ray Tracing Surrogate for Propagation Channel Modeling
As of 4 August 2026, this Paper Citation Record lists 36 of 36 outbound references and 0 inbound Pith citation observations for arXiv:2605.11828.
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 2026-08-04T06:34:03.388597+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
36 of 36 outbound references displayed
- verified exact1
- verified fuzzy33
- unresolved0
- parse uncertain0
- malformed identifier1
- metadata mismatch1
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 4088d133-7121-4ccd-b01d-73b7b0b85d56 · outbound
This paper cites Artificial intelligence enabled radio propagation for communications—part II: Scenario identification and channel modeling.
PointNeRT: A Physics Aware Neural Ray Tracing Surrogate for Propagation Channel Modeling Artificial intelligence enabled radio propagation for communications—part II: Scenario identification and channel modeling
Reference 1
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-13T05:42:21.809787Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 1927ff44-bb4a-46bc-8cbe-04c0e75717fe · outbound
This paper cites COST CA20120 INTERACT framework of artificial intelligence-based channel modeling.
PointNeRT: A Physics Aware Neural Ray Tracing Surrogate for Propagation Channel Modeling COST CA20120 INTERACT framework of artificial intelligence-based channel modeling
Reference 2
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-13T05:42:21.816405Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 53e2a130-1fae-430b-906a-ca464a36515f · outbound
This paper cites Ray tracing for radio propagation modeling: Principles and applications.
PointNeRT: A Physics Aware Neural Ray Tracing Surrogate for Propagation Channel Modeling Ray tracing for radio propagation modeling: Principles and applications
Reference 3
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-13T05:42:21.829965Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 06c3ef9b-3508-4a1a-af10-a0f4d07f73ef · outbound
This paper cites 6G White Paper on Localization and Sensing.
PointNeRT: A Physics Aware Neural Ray Tracing Surrogate for Propagation Channel Modeling 6G White Paper on Localization and Sensing
Reference 4
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-13T05:42:21.813103Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 9243b9b3-24e6-45d2-b1b8-195b4d99e0a0 · outbound
This paper cites Deep learning-based human gesture channel modeling for integrated sensing and communication scenarios.
PointNeRT: A Physics Aware Neural Ray Tracing Surrogate for Propagation Channel Modeling Deep learning-based human gesture channel modeling for integrated sensing and communication scenarios
Reference 5
- Resolution
- malformed identifier
- raw_fallback, observed 2026-05-13T05:42:21.805886Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation d07e850e-4e62-408b-a2ad-3a830e0efbd1 · outbound
This paper cites Channel charting: Locating users within the radio environment using channel state information.
PointNeRT: A Physics Aware Neural Ray Tracing Surrogate for Propagation Channel Modeling Channel charting: Locating users within the radio environment using channel state information
Reference 6
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-13T05:42:21.792688Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation e84e99f9-33b4-404b-93a0-cd9d1d484f5b · outbound
This paper cites Ray tracing tools assessment for the evaluation of EMF levels generated by 5G NR systems: An overview.
PointNeRT: A Physics Aware Neural Ray Tracing Surrogate for Propagation Channel Modeling Ray tracing tools assessment for the evaluation of EMF levels generated by 5G NR systems: An overview
Reference 7
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-13T05:42:21.796686Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 69075285-a808-4ffa-923a-3b4ea1b9011d · outbound
This paper cites Physics and AI-based digital twin of multi-spectrum propagation characteristics for communication and sensing in 6G and beyond.
PointNeRT: A Physics Aware Neural Ray Tracing Surrogate for Propagation Channel Modeling Physics and AI-based digital twin of multi-spectrum propagation characteristics for communication and sensing in 6G and beyond
Reference 8
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-13T05:42:21.826247Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 7ca66047-152b-483b-b79d-4979a2a637da · outbound
This paper cites Generative adversarial networks based digital twin channel modeling for intelligent communication networks.
PointNeRT: A Physics Aware Neural Ray Tracing Surrogate for Propagation Channel Modeling Generative adversarial networks based digital twin channel modeling for intelligent communication networks
Reference 9
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-13T05:42:21.788511Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation a2aa4905-439a-45ac-85ce-94df3d276626 · outbound
This paper cites Learning radio environments by differen- tiable ray tracing.
PointNeRT: A Physics Aware Neural Ray Tracing Surrogate for Propagation Channel Modeling Learning radio environments by differen- tiable ray tracing
Reference 10
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-13T05:42:21.819462Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation c1eceee5-ad1f-41dd-9152-7e30e0296b26 · outbound
This paper cites Google earth as a virtual globe tool for earth science applications at the global scale: progress and perspectives.
PointNeRT: A Physics Aware Neural Ray Tracing Surrogate for Propagation Channel Modeling Google earth as a virtual globe tool for earth science applications at the global scale: progress and perspectives
Reference 11
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-13T05:42:21.800876Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 6ef52634-01b3-42c5-bd48-683e54a8bd6f · outbound
This paper cites 70 GHz radio wave propagation prediction in a large office.
PointNeRT: A Physics Aware Neural Ray Tracing Surrogate for Propagation Channel Modeling 70 GHz radio wave propagation prediction in a large office
Reference 12
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-13T05:42:21.784651Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation a82d847f-1bdb-44bb-b607-84940d3d81e2 · outbound
This paper cites Channel non-line-of-sight identification based on convolutional neural networks.
PointNeRT: A Physics Aware Neural Ray Tracing Surrogate for Propagation Channel Modeling Channel non-line-of-sight identification based on convolutional neural networks
Reference 13
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-13T05:42:21.822831Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 7a4bcfa8-eb10-4f17-b8bf-7a1117b0bad4 · outbound
This paper cites A kernel-power-density-based algorithm for channel multi- path components clustering.
PointNeRT: A Physics Aware Neural Ray Tracing Surrogate for Propagation Channel Modeling A kernel-power-density-based algorithm for channel multi- path components clustering
Reference 14
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-13T05:42:21.746365Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation a33632a4-d6d4-4577-929f-477f886134f3 · outbound
This paper cites Deep learning for 3D point clouds: A survey.
PointNeRT: A Physics Aware Neural Ray Tracing Surrogate for Propagation Channel Modeling Deep learning for 3D point clouds: A survey
Reference 15
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-13T05:42:21.753512Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 5a7e71c6-596e-4d4a-9567-81934e675371 · outbound
This paper cites From 3D point cloud data to ray-tracing multi-band simulations in industrial scenario.
PointNeRT: A Physics Aware Neural Ray Tracing Surrogate for Propagation Channel Modeling From 3D point cloud data to ray-tracing multi-band simulations in industrial scenario
Reference 16
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-13T05:42:21.728614Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 3a3a5079-ca1c-47cd-8a1b-1fb4cf828e25 · outbound
This paper cites Scene representation networks: Continuous 3d-structure-aware neural scene representations.
PointNeRT: A Physics Aware Neural Ray Tracing Surrogate for Propagation Channel Modeling Scene representation networks: Continuous 3d-structure-aware neural scene representations
Reference 17
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-13T05:42:21.725086Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation aa0cc7dc-13b2-4bd6-9234-de7e7897c753 · outbound
This paper cites Implicit neural representations with periodic activation functions.
PointNeRT: A Physics Aware Neural Ray Tracing Surrogate for Propagation Channel Modeling Implicit neural representations with periodic activation functions
Reference 18
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-13T05:42:21.712088Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation a30d2d7e-f11d-4490-8502-6bc2392448fd · outbound
This paper cites Simplifying building structures for efficient radio propagation modeling.
PointNeRT: A Physics Aware Neural Ray Tracing Surrogate for Propagation Channel Modeling Simplifying building structures for efficient radio propagation modeling
Reference 19
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-13T05:42:21.732282Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 626a9847-edf3-4d36-a3b7-ecf224b09013 · outbound
This paper cites Impact of point cloud reconstruction detail on mmWave ray-tracing in indoor environments.
PointNeRT: A Physics Aware Neural Ray Tracing Surrogate for Propagation Channel Modeling Impact of point cloud reconstruction detail on mmWave ray-tracing in indoor environments
Reference 20
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-13T05:42:21.776320Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 4696fdf2-e8a3-4690-92d6-bbe9232ca8d7 · outbound
This paper cites An improved shooting and bouncing ray method based on blend-tree for EM scattering of multiple moving targets and echo analysis.
PointNeRT: A Physics Aware Neural Ray Tracing Surrogate for Propagation Channel Modeling An improved shooting and bouncing ray method based on blend-tree for EM scattering of multiple moving targets and echo analysis
Reference 21
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-13T05:42:21.750139Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 6ec2b7a2-4d8b-47d7-976d-6b9fe3498920 · outbound
This paper cites Sixty gigahertz indoor radio wave propagation prediction method based on full scattering model.
PointNeRT: A Physics Aware Neural Ray Tracing Surrogate for Propagation Channel Modeling Sixty gigahertz indoor radio wave propagation prediction method based on full scattering model
Reference 22
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-13T05:42:21.735353Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation eb23ba04-17f1-42b5-acaf-8f24b64c2f1e · outbound
This paper cites Ray-optics simulations of outdoor-to-indoor multipath channels at 4 and 14 GHz.
PointNeRT: A Physics Aware Neural Ray Tracing Surrogate for Propagation Channel Modeling Ray-optics simulations of outdoor-to-indoor multipath channels at 4 and 14 GHz
Reference 23
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-13T05:42:21.718710Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 9ede47c2-13f2-44e3-b4a6-fab2798ce757 · outbound
This paper cites Impacts of point cloud modeling on the accuracy of ray-based multipath propagation simula- tions.
PointNeRT: A Physics Aware Neural Ray Tracing Surrogate for Propagation Channel Modeling Impacts of point cloud modeling on the accuracy of ray-based multipath propagation simula- tions
Reference 24
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-13T05:42:21.742714Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation aa5a073d-2bf1-44d9-bc19-8d5efe03965d · outbound
This paper cites A GPU-based radio wave propagation prediction with progressive processing on point cloud.
PointNeRT: A Physics Aware Neural Ray Tracing Surrogate for Propagation Channel Modeling A GPU-based radio wave propagation prediction with progressive processing on point cloud
Reference 25
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-13T05:42:21.721903Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation f89b2649-bf3c-4c81-a4b0-f0d89ec3fea7 · outbound
This paper cites PointEMRay: A novel effi- cient SBR framework on point-based geometry.
PointNeRT: A Physics Aware Neural Ray Tracing Surrogate for Propagation Channel Modeling PointEMRay: A novel effi- cient SBR framework on point-based geometry
Reference 26
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-13T05:42:21.739041Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 9c68ce39-9102-406c-99d2-b19758ad064c · outbound
This paper cites Gsrf: Complex- valued 3d gaussian splatting for efficient radio-frequency data synthesis.
PointNeRT: A Physics Aware Neural Ray Tracing Surrogate for Propagation Channel Modeling Gsrf: Complex- valued 3d gaussian splatting for efficient radio-frequency data synthesis
Reference 27
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-13T05:42:21.715436Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 2e08152a-a562-4303-9db2-36caa8477b5d · outbound
This paper cites Photon Splatting: A Physics-Guided Neural Surrogate for Real-Time Wireless Channel Prediction.
PointNeRT: A Physics Aware Neural Ray Tracing Surrogate for Propagation Channel Modeling Photon Splatting: A Physics-Guided Neural Surrogate for Real-Time Wireless Channel Prediction
Reference 28
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-13T05:42:20.914244Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation cab0974d-453e-4511-a65b-6a454e132570 · outbound
This paper cites Sionna rt: Technical report.
PointNeRT: A Physics Aware Neural Ray Tracing Surrogate for Propagation Channel Modeling Sionna rt: Technical report
Reference 29
- Resolution
- verified exact
- arxiv_id, observed 2026-05-13T05:42:20.909123Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 0c8ffddd-d0ef-4c80-845b-8db0741e4c3f · outbound
This paper cites Introduction to the uniform geometrical theory of diffraction.
PointNeRT: A Physics Aware Neural Ray Tracing Surrogate for Propagation Channel Modeling Introduction to the uniform geometrical theory of diffraction
Reference 30
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-13T05:42:21.756370Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 8b9b3740-d704-4926-b960-72babb925b5e · outbound
This paper cites Analysis and modeling on co- and cross-polarized urban radio propaga- tion for dual-polarized mimo wireless systems.
PointNeRT: A Physics Aware Neural Ray Tracing Surrogate for Propagation Channel Modeling Analysis and modeling on co- and cross-polarized urban radio propaga- tion for dual-polarized mimo wireless systems
Reference 31
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-13T05:42:21.759522Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 12746c1f-03d6-4829-9efa-dcad65d8724f · outbound
This paper cites A uniform geometrical theory of diffraction for an edge in a perfectly conducting surface.
PointNeRT: A Physics Aware Neural Ray Tracing Surrogate for Propagation Channel Modeling A uniform geometrical theory of diffraction for an edge in a perfectly conducting surface
Reference 32
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-13T05:42:21.762702Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 6228b20f-5fe8-4f72-b5cc-e9082c66a0aa · outbound
This paper cites Finite conductivity uniform GTD versus knife edge diffraction in prediction of propagation path loss.
PointNeRT: A Physics Aware Neural Ray Tracing Surrogate for Propagation Channel Modeling Finite conductivity uniform GTD versus knife edge diffraction in prediction of propagation path loss
Reference 33
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-13T05:42:21.766452Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 7ca01734-b908-4d75-93cb-2115a27f2b34 · outbound
This paper cites Ray-tracing calibration based on improved particle swarm optimization in 5.9 GHz outdoor scenario.
PointNeRT: A Physics Aware Neural Ray Tracing Surrogate for Propagation Channel Modeling Ray-tracing calibration based on improved particle swarm optimization in 5.9 GHz outdoor scenario
Reference 34
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-13T05:42:21.773299Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 03484b97-1aaa-492b-b489-0da27e702610 · outbound
This paper cites Recommendation ITU-R P. 2040-1: Effects of building materials and structures on radio wave propagation above about 100 MHz.
PointNeRT: A Physics Aware Neural Ray Tracing Surrogate for Propagation Channel Modeling Recommendation ITU-R P. 2040-1: Effects of building materials and structures on radio wave propagation above about 100 MHz
Reference 35
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-13T05:42:21.770050Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 2dca2771-9a71-4faf-9d7b-548ca33415fa · outbound
This paper cites Non-stationarity characteristics in dynamic vehicular isac channels at 28 ghz.
PointNeRT: A Physics Aware Neural Ray Tracing Surrogate for Propagation Channel Modeling Non-stationarity characteristics in dynamic vehicular isac channels at 28 ghz
Reference 36
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-13T05:42:21.779592Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Pith citing papers
No inbound Pith citation observations are available.