Paper Citation Record · LEDGER

Photon Splatting: A Physics-Guided Neural Surrogate for Real-Time Wireless Channel Prediction

As of 8 August 2026, this Paper Citation Record lists 52 of 52 outbound references and 4 inbound Pith citation observations for arXiv:2507.04595.

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

pith.paper-citation-record.v1
2507.04595 v1

Coverage vector

measured 52 of 52 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T19:50:18.838677Z

measured 56 of 56 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-03T22:46:24.353284Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: arxiv_reference, observed 2026-05-16T11:17:47.149447Z

Reference resolution

52 of 52 outbound references displayed

verified exact4
verified fuzzy36
unresolved12
parse uncertain0
malformed identifier0
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation b9d86b17-6778-48d5-8f81-355f5ce038fd · outbound

This paper cites Digital-twin- enabled 6g: Vision, architectural trends, and future directions,.

Photon Splatting: A Physics-Guided Neural Surrogate for Real-Time Wireless Channel Prediction Digital-twin- enabled 6g: Vision, architectural trends, and future directions,

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:50:25.885431Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation c4865f20-c6e7-44e7-a790-b528afc7f624 · outbound

This paper cites Ray tracing for radio propagation modeling: Principles and applications,.

Photon Splatting: A Physics-Guided Neural Surrogate for Real-Time Wireless Channel Prediction Ray tracing for radio propagation modeling: Principles and applications,

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:50:25.718855Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation d5716422-5ae1-4c2c-ac05-64ae22e3e8d7 · outbound

This paper cites A ray launching-neural network approach for radio wave propagation analysis in complex indoor environments,.

Photon Splatting: A Physics-Guided Neural Surrogate for Real-Time Wireless Channel Prediction A ray launching-neural network approach for radio wave propagation analysis in complex indoor environments,

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:50:25.550819Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation c7369771-83bf-4d12-9517-3472a7a7c0ac · outbound

This paper cites Radio propagation prediction model using convolutional neural networks by deep learning,.

Photon Splatting: A Physics-Guided Neural Surrogate for Real-Time Wireless Channel Prediction Radio propagation prediction model using convolutional neural networks by deep learning,

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:50:25.373652Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 8e291592-2a25-4250-86ef-b3d7472fc6da · outbound

This paper cites Deepray: Deep learning meets ray-tracing,.

Photon Splatting: A Physics-Guided Neural Surrogate for Real-Time Wireless Channel Prediction Deepray: Deep learning meets ray-tracing,

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:50:25.189494Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation a140f5f2-6486-4673-85c4-4ba5d483049e · outbound

This paper cites An overview of machine learning techniques for radiowave propagation modeling,.

Photon Splatting: A Physics-Guided Neural Surrogate for Real-Time Wireless Channel Prediction An overview of machine learning techniques for radiowave propagation modeling,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:50:25.005621Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation dd565539-3824-4b2c-92e0-d3671dc294ce · outbound

This paper cites Toward physics-based generalizable convolutional neural network models for indoor propagation,.

Photon Splatting: A Physics-Guided Neural Surrogate for Real-Time Wireless Channel Prediction Toward physics-based generalizable convolutional neural network models for indoor propagation,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:50:24.827701Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation ad27d2ba-b8b4-4bf3-92b4-e302c9b40b12 · outbound

This paper cites Fast selection of indoor wireless transmitter locations with generalizable neural network propagation models,.

Photon Splatting: A Physics-Guided Neural Surrogate for Real-Time Wireless Channel Prediction Fast selection of indoor wireless transmitter locations with generalizable neural network propagation models,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:50:24.666995Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 2a7a2a1e-0717-4073-ad05-90d78a1a763c · outbound

This paper cites A generalizable indoor propagation model based on graph neural networks,.

Photon Splatting: A Physics-Guided Neural Surrogate for Real-Time Wireless Channel Prediction A generalizable indoor propagation model based on graph neural networks,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:50:24.471139Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation b4c61ded-86ba-4633-854a-be166762c90e · outbound

This paper cites Pmnet: Ro- bust pathloss map prediction via supervised learning,.

Photon Splatting: A Physics-Guided Neural Surrogate for Real-Time Wireless Channel Prediction Pmnet: Ro- bust pathloss map prediction via supervised learning,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:50:24.374701Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 0f10cc89-6183-457d-84cf-4d57ab9b31c6 · outbound

This paper cites Fundamentals of wireless communication,.

Photon Splatting: A Physics-Guided Neural Surrogate for Real-Time Wireless Channel Prediction Fundamentals of wireless communication,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:50:24.301825Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 583a4021-b0a1-4acd-a070-c1e54e8f2f4e · outbound

This paper cites Fourier Neural Operator for Parametric Partial Differential Equations.

Photon Splatting: A Physics-Guided Neural Surrogate for Real-Time Wireless Channel Prediction Fourier Neural Operator for Parametric Partial Differential Equations

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-06T19:50:13.839119Z

Source-reported events for the cited work

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Observation b3de29db-1bb3-400f-8b05-e57d82176799 · outbound

This paper cites An MFIE-based tabulated interaction method for UHF terrain propagation problems,.

Photon Splatting: A Physics-Guided Neural Surrogate for Real-Time Wireless Channel Prediction An MFIE-based tabulated interaction method for UHF terrain propagation problems,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:50:24.214622Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 7b894499-5217-443f-8370-a08fa7441027 · outbound

This paper cites Propagation over terrain and urban environment using the multilevel UV method and a hybrid UV/SDFMM method,.

Photon Splatting: A Physics-Guided Neural Surrogate for Real-Time Wireless Channel Prediction Propagation over terrain and urban environment using the multilevel UV method and a hybrid UV/SDFMM method,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:50:24.113309Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 195ef0b2-fe45-4c06-b172-b37139d3c19b · outbound

This paper cites Examination of existent propagation models over large inhomogeneous terrain profiles using fast integral equation solution,.

Photon Splatting: A Physics-Guided Neural Surrogate for Real-Time Wireless Channel Prediction Examination of existent propagation models over large inhomogeneous terrain profiles using fast integral equation solution,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:50:23.990344Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 12053c59-5a32-4984-9a59-1e367912a067 · outbound

This paper cites A novel MoM- and SSPE-based groundwave- propagation field-strength prediction simulator,.

Photon Splatting: A Physics-Guided Neural Surrogate for Real-Time Wireless Channel Prediction A novel MoM- and SSPE-based groundwave- propagation field-strength prediction simulator,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:50:23.860458Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 28dcc4c3-b981-4288-8a8c-cc09c4812cab · outbound

This paper cites Rigorous and efficient time-domain modeling of electromagnetic wave propagation and fading statistics in indoor wireless channels,.

Photon Splatting: A Physics-Guided Neural Surrogate for Real-Time Wireless Channel Prediction Rigorous and efficient time-domain modeling of electromagnetic wave propagation and fading statistics in indoor wireless channels,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:50:23.738668Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation a64c8ec5-fa03-4d6d-93f7-2106e8e3a2f8 · outbound

This paper cites Supercomputing-enabled first-principles analysis of radio wave propagation in urban environments,.

Photon Splatting: A Physics-Guided Neural Surrogate for Real-Time Wireless Channel Prediction Supercomputing-enabled first-principles analysis of radio wave propagation in urban environments,

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:50:23.579390Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 9b6324d8-d4c1-4669-ab17-26054ffa33b5 · outbound

This paper cites Efficient ray-tracing acceleration tech- niques for radio propagation modeling,.

Photon Splatting: A Physics-Guided Neural Surrogate for Real-Time Wireless Channel Prediction Efficient ray-tracing acceleration tech- niques for radio propagation modeling,

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:50:23.398825Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation eb6a8a1e-da34-4551-ba1e-1263b9773d55 · outbound

This paper cites Efficient ray-tracing methods for propagation prediction for indoor wireless communications,.

Photon Splatting: A Physics-Guided Neural Surrogate for Real-Time Wireless Channel Prediction Efficient ray-tracing methods for propagation prediction for indoor wireless communications,

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:50:23.238722Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 235cc855-bd37-44d4-849c-18158772ca78 · outbound

This paper cites Propagation model based on ray tracing for the design of personal communication systems in indoor environments,.

Photon Splatting: A Physics-Guided Neural Surrogate for Real-Time Wireless Channel Prediction Propagation model based on ray tracing for the design of personal communication systems in indoor environments,

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:50:23.100085Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 919a9e10-52fe-480d-928d-af7eb33809c5 · outbound

This paper cites Ray tracing for radio propagation modeling: Principles and applications,.

Photon Splatting: A Physics-Guided Neural Surrogate for Real-Time Wireless Channel Prediction Ray tracing for radio propagation modeling: Principles and applications,

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-06T19:50:15.090223Z

Source-reported events for the cited work

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Observation 62fed538-d20e-477c-8d60-f922a5732be4 · outbound

This paper cites The design and applications of high-performance ray-tracing simulation platform for 5G and beyond wireless communications: A tutorial,.

Photon Splatting: A Physics-Guided Neural Surrogate for Real-Time Wireless Channel Prediction The design and applications of high-performance ray-tracing simulation platform for 5G and beyond wireless communications: A tutorial,

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:50:22.992758Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation a6653094-ce85-4769-b5e7-abe7f58f0434 · outbound

This paper cites The rendering equation,.

Photon Splatting: A Physics-Guided Neural Surrogate for Real-Time Wireless Channel Prediction The rendering equation,

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-06T19:50:15.355269Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 90c218b1-c043-48d1-b847-3209da3507b5 · outbound

This paper cites Gradient-domain path tracing,.

Photon Splatting: A Physics-Guided Neural Surrogate for Real-Time Wireless Channel Prediction Gradient-domain path tracing,

Reference 25

Resolution: verified exact; doi, observed 2026-08-06T19:50:19.051080Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation b608c07b-dae5-41c3-b869-c38fe65efbaf · outbound

This paper cites Practical path guiding for efficient light-transport simulation,.

Photon Splatting: A Physics-Guided Neural Surrogate for Real-Time Wireless Channel Prediction Practical path guiding for efficient light-transport simulation,

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:50:22.893530Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 7a5fb955-e124-4113-bfc6-793eb743fd43 · outbound

This paper cites Global illumination using photon maps,.

Photon Splatting: A Physics-Guided Neural Surrogate for Real-Time Wireless Channel Prediction Global illumination using photon maps,

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:50:22.774122Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation fccf26ae-c6a6-4482-8858-9bcf2f6f7d20 · outbound

This paper cites Progressive photon map- ping,.

Photon Splatting: A Physics-Guided Neural Surrogate for Real-Time Wireless Channel Prediction Progressive photon map- ping,

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:50:22.630834Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation a7637ce4-544d-44e4-804e-75719f09da93 · outbound

This paper cites Stochastic progressive photon map- ping,.

Photon Splatting: A Physics-Guided Neural Surrogate for Real-Time Wireless Channel Prediction Stochastic progressive photon map- ping,

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:50:22.461336Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 5ccc82fe-98f7-4d72-9625-ba1b9bd88519 · outbound

This paper cites NeRF: representing scenes as neural radiance fields for view synthesis,.

Photon Splatting: A Physics-Guided Neural Surrogate for Real-Time Wireless Channel Prediction NeRF: representing scenes as neural radiance fields for view synthesis,

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-06T19:50:16.197262Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d071a2fb-fd76-4419-ad06-94554964e79a · outbound

This paper cites Renerf: Relightable neural radiance fields with nearfield lighting,.

Photon Splatting: A Physics-Guided Neural Surrogate for Real-Time Wireless Channel Prediction Renerf: Relightable neural radiance fields with nearfield lighting,

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:50:22.332663Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 586bcfa6-3662-4e11-813d-302ebe5f7408 · outbound

This paper cites Eyenerf: A hybrid representation for photorealistic synthesis, animation and relighting of human eyes,.

Photon Splatting: A Physics-Guided Neural Surrogate for Real-Time Wireless Channel Prediction Eyenerf: A hybrid representation for photorealistic synthesis, animation and relighting of human eyes,

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:50:22.208858Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation fbb82e25-9a68-487c-952d-db4f2a63bcd2 · outbound

This paper cites 3d gaussian splatting for real-time radiance field rendering,.

Photon Splatting: A Physics-Guided Neural Surrogate for Real-Time Wireless Channel Prediction 3d gaussian splatting for real-time radiance field rendering,

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-06T19:50:16.711093Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 96514454-f099-481a-a9fd-9d7b85e2cf8a · outbound

This paper cites 2d gaussian splatting for geometrically accurate radiance fields,.

Photon Splatting: A Physics-Guided Neural Surrogate for Real-Time Wireless Channel Prediction 2d gaussian splatting for geometrically accurate radiance fields,

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:50:22.072633Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation a2e05b02-e530-4b9b-bc65-7b88922ee476 · outbound

This paper cites Mini-splatting: Representing scenes with a constrained number of gaussians,.

Photon Splatting: A Physics-Guided Neural Surrogate for Real-Time Wireless Channel Prediction Mini-splatting: Representing scenes with a constrained number of gaussians,

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-06T19:50:17.038587Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b239f270-2afd-4569-9250-4ce933650983 · outbound

This paper cites Winert: Towards neural ray tracing for wireless channel modelling and differentiable simulations,.

Photon Splatting: A Physics-Guided Neural Surrogate for Real-Time Wireless Channel Prediction Winert: Towards neural ray tracing for wireless channel modelling and differentiable simulations,

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:50:21.860185Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation dd7e0935-a13f-4215-a589-c742727f9d9b · outbound

This paper cites Raypronet: A neural point field framework for radio propagation modeling in 3d environments,.

Photon Splatting: A Physics-Guided Neural Surrogate for Real-Time Wireless Channel Prediction Raypronet: A neural point field framework for radio propagation modeling in 3d environments,

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:50:21.671191Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 814594a5-7b2b-4a15-a1ec-6403e43c8368 · outbound

This paper cites RF-3DGS: Wireless Channel Modeling with Radio Radiance Field and 3D Gaussian Splatting.

Photon Splatting: A Physics-Guided Neural Surrogate for Real-Time Wireless Channel Prediction RF-3DGS: Wireless Channel Modeling with Radio Radiance Field and 3D Gaussian Splatting

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-06T19:50:17.419264Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 78052195-1f7f-430c-a371-5967efe2c40a · outbound

This paper cites WRF-GS: Wireless radiation field reconstruction with 3d gaussian splatting,.

Photon Splatting: A Physics-Guided Neural Surrogate for Real-Time Wireless Channel Prediction WRF-GS: Wireless radiation field reconstruction with 3d gaussian splatting,

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:50:21.379399Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 5f746fcb-9832-49d0-a61a-efc25ccedf24 · outbound

This paper cites Sionna RT: Technical report,.

Photon Splatting: A Physics-Guided Neural Surrogate for Real-Time Wireless Channel Prediction Sionna RT: Technical report,

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-06T19:50:17.616567Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b8707cfd-ed57-416b-9ada-cfc269b03d45 · outbound

This paper cites Sionna: An open-source library for next-generation physical layer research,.

Photon Splatting: A Physics-Guided Neural Surrogate for Real-Time Wireless Channel Prediction Sionna: An open-source library for next-generation physical layer research,

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:50:21.119953Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 81ef29a5-be57-49dd-9a5b-b417c0263173 · outbound

This paper cites Data-driven interior plan generation for residential buildings,.

Photon Splatting: A Physics-Guided Neural Surrogate for Real-Time Wireless Channel Prediction Data-driven interior plan generation for residential buildings,

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:50:20.882906Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 1b735461-a5d0-464c-a8dd-639de15db10f · outbound

This paper cites PyTorch 2: Faster Machine Learning Through Dynamic Python Bytecode Transformation and Graph Compilation,.

Photon Splatting: A Physics-Guided Neural Surrogate for Real-Time Wireless Channel Prediction PyTorch 2: Faster Machine Learning Through Dynamic Python Bytecode Transformation and Graph Compilation,

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-06T19:50:17.931874Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 62590c31-c2c4-460e-832e-ec8032302cc1 · outbound

This paper cites Taichi: a language for high-performance computation on spatially sparse data structures,.

Photon Splatting: A Physics-Guided Neural Surrogate for Real-Time Wireless Channel Prediction Taichi: a language for high-performance computation on spatially sparse data structures,

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:50:20.660458Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 48a62fc3-b41d-405c-9be9-e5f9affbc7f6 · outbound

This paper cites Accelerating 3D Deep Learning with PyTorch3D.

Photon Splatting: A Physics-Guided Neural Surrogate for Real-Time Wireless Channel Prediction Accelerating 3D Deep Learning with PyTorch3D

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-06T19:50:18.118707Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 59079b91-77e3-43eb-ab99-74dc6395151a · outbound

This paper cites Amazon lumberyard bistro, open research content archive (orca),.

Photon Splatting: A Physics-Guided Neural Surrogate for Real-Time Wireless Channel Prediction Amazon lumberyard bistro, open research content archive (orca),

Reference 46

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:50:20.397807Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation b78369f1-21b7-4485-9e13-a8b599f57623 · outbound

This paper cites FOCI: Trajectory Optimization on Gaussian Splats.

Photon Splatting: A Physics-Guided Neural Surrogate for Real-Time Wireless Channel Prediction FOCI: Trajectory Optimization on Gaussian Splats

Reference 47

Resolution: verified exact; local_arxiv, observed 2026-08-06T19:50:19.766749Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation e7b895b0-c52c-45da-9015-715ecc2c05a7 · outbound

This paper cites GaussNav: Gaussian Splatting for Visual Navigation.

Photon Splatting: A Physics-Guided Neural Surrogate for Real-Time Wireless Channel Prediction GaussNav: Gaussian Splatting for Visual Navigation

Reference 48

Resolution: verified exact; local_arxiv, observed 2026-08-06T19:50:19.540651Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 48c62afc-408f-47a7-8d7b-efa2a5f17c4d · outbound

This paper cites Distance and Collision Probability Estimation from Gaussian Surface Models.

Photon Splatting: A Physics-Guided Neural Surrogate for Real-Time Wireless Channel Prediction Distance and Collision Probability Estimation from Gaussian Surface Models

Reference 49

Resolution: verified exact; local_arxiv, observed 2026-08-06T19:50:19.288813Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation ad1eb1e4-8610-4212-b205-787aa6024f0b · outbound

This paper cites Gs- planner: A gaussian-splatting-based planning framework for active high- fidelity reconstruction,.

Photon Splatting: A Physics-Guided Neural Surrogate for Real-Time Wireless Channel Prediction Gs- planner: A gaussian-splatting-based planning framework for active high- fidelity reconstruction,

Reference 50

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:50:20.166917Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation b44d889b-e75a-4b0c-9933-cad17d63d2a0 · outbound

This paper cites Splat-Nav: Safe Real-Time Robot Navigation in Gaussian Splatting Maps.

Photon Splatting: A Physics-Guided Neural Surrogate for Real-Time Wireless Channel Prediction Splat-Nav: Safe Real-Time Robot Navigation in Gaussian Splatting Maps

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-06T19:50:18.838677Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a9acac3d-273c-40a3-ad9a-bb552e4daed5 · outbound

This paper cites Available: https://doi.org/10.1145/3528223.3530130.

Photon Splatting: A Physics-Guided Neural Surrogate for Real-Time Wireless Channel Prediction Available: https://doi.org/10.1145/3528223.3530130

Reference 2022

Resolution: unresolved; no resolver link, observed 2026-08-06T19:50:16.597158Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 1fd98c53-1af6-4ac8-a2d4-4e23710d38b2 · inbound

Mip-NeWRF: Enhanced Wireless Radiance Field with Hybrid Encoding for Channel Prediction cites this paper.

Mip-NeWRF: Enhanced Wireless Radiance Field with Hybrid Encoding for Channel Prediction Photon Splatting: A Physics-Guided Neural Surrogate for Real-Time Wireless Channel Prediction

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-03T22:46:24.353284Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1b7696b7-93da-4c84-b46b-a894f28c9814 · inbound

Bridging Visual and Wireless Sensing via a Unified Radiation Field for 3D Radio Map Construction cites this paper.

Bridging Visual and Wireless Sensing via a Unified Radiation Field for 3D Radio Map Construction Photon Splatting: A Physics-Guided Neural Surrogate for Real-Time Wireless Channel Prediction

Reference 15

Resolution: verified exact; arxiv_id, observed 2026-08-06T01:37:07.217890Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 1dbe2ecf-fd1b-4975-b39e-cc461f7c6a8d · inbound

TeRFS: Temporal-Evolving Radio Field Synthesis cites this paper.

TeRFS: Temporal-Evolving Radio Field Synthesis Photon Splatting: A Physics-Guided Neural Surrogate for Real-Time Wireless Channel Prediction

Reference 16

Resolution: metadata mismatch; arxiv_id, observed 2026-08-06T01:37:07.217890Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 2e08152a-a562-4303-9db2-36caa8477b5d · inbound

PointNeRT: A Physics Aware Neural Ray Tracing Surrogate for Propagation Channel Modeling cites this paper.

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 2026-08-06T01:37:07.217890Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.