Paper Citation Record · LEDGER

DEM-NeRF: A Neuro-Symbolic Method for Scientific Discovery through Physics-Informed Simulation

As of 9 August 2026, this Paper Citation Record lists 33 of 33 outbound references and 0 inbound Pith citation observations for arXiv:2507.21350.

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

pith.paper-citation-record.v1
2507.21350 v1

Coverage vector

measured 33 of 33 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T12:54:50.081240Z

measured 33 of 33 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

33 of 33 outbound references displayed

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verified fuzzy29
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 785b3382-8835-4b46-b6b3-942773fdcf70 · outbound

This paper cites Computational discovery of scientific knowledge,.

DEM-NeRF: A Neuro-Symbolic Method for Scientific Discovery through Physics-Informed Simulation Computational discovery of scientific knowledge,

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T12:54:56.869251Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 6298e4d3-558a-42fb-a9d9-2a63498255b7 · outbound

This paper cites Simulations of subatomic many-body physics on a quantum frequency processor,.

DEM-NeRF: A Neuro-Symbolic Method for Scientific Discovery through Physics-Informed Simulation Simulations of subatomic many-body physics on a quantum frequency processor,

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T12:54:56.735638Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation c34abf3b-02c8-4f72-a998-733a808b5bc8 · outbound

This paper cites Time evolution of galaxy scaling relations in cosmological simulations,.

DEM-NeRF: A Neuro-Symbolic Method for Scientific Discovery through Physics-Informed Simulation Time evolution of galaxy scaling relations in cosmological simulations,

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T12:54:56.627722Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation aac82c4b-ab94-4703-9d7f-03d62be7fffe · outbound

This paper cites A neuro-symbolic approach to the logic of scientific discov- ery,.

DEM-NeRF: A Neuro-Symbolic Method for Scientific Discovery through Physics-Informed Simulation A neuro-symbolic approach to the logic of scientific discov- ery,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T12:54:55.927680Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation fc6ac932-034d-4f0f-bbb3-9f72b050a053 · outbound

This paper cites Quarteroni and A.

DEM-NeRF: A Neuro-Symbolic Method for Scientific Discovery through Physics-Informed Simulation Quarteroni and A

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T12:54:55.641635Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation d5450402-3063-4c76-9865-067576238164 · outbound

This paper cites A finite mass based method for Vlasov– Poisson simulations,.

DEM-NeRF: A Neuro-Symbolic Method for Scientific Discovery through Physics-Informed Simulation A finite mass based method for Vlasov– Poisson simulations,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T12:54:55.405397Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 6327974c-5462-475d-8e7e-c65047c97815 · outbound

This paper cites XSEDE: accelerating scientific discovery,.

DEM-NeRF: A Neuro-Symbolic Method for Scientific Discovery through Physics-Informed Simulation XSEDE: accelerating scientific discovery,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T12:54:55.228217Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 20aad920-381c-4eeb-bd90-9e864b3a1514 · outbound

This paper cites The opportunities, challenges, and risks of high performance computing in computational science and engineering,.

DEM-NeRF: A Neuro-Symbolic Method for Scientific Discovery through Physics-Informed Simulation The opportunities, challenges, and risks of high performance computing in computational science and engineering,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T12:54:55.052124Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation ec15fa99-3265-463f-89d7-02db24e493f2 · outbound

This paper cites Surveying neuro-symbolic approaches for reliable artificial intelligence of things,.

DEM-NeRF: A Neuro-Symbolic Method for Scientific Discovery through Physics-Informed Simulation Surveying neuro-symbolic approaches for reliable artificial intelligence of things,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T12:54:54.800360Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation c388dac5-fef3-40f6-a630-ca4e8de1c681 · outbound

This paper cites Neuro- symbolic approaches in artificial intelligence,.

DEM-NeRF: A Neuro-Symbolic Method for Scientific Discovery through Physics-Informed Simulation Neuro- symbolic approaches in artificial intelligence,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T12:54:54.677574Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation a55d6c8a-dc64-4425-be18-e0ee84d43e7e · outbound

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

DEM-NeRF: A Neuro-Symbolic Method for Scientific Discovery through Physics-Informed Simulation Taichi: A language for high-performance computation on spatially sparse data structures,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T12:54:54.433171Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 22a37220-38be-4ae6-ae81-190b88a77962 · outbound

This paper cites an unresolved cited work.

DEM-NeRF: A Neuro-Symbolic Method for Scientific Discovery through Physics-Informed Simulation Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-06T12:54:54.225112Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 028bc461-696f-47c1-973c-7df3a032d54b · outbound

This paper cites an unresolved cited work.

DEM-NeRF: A Neuro-Symbolic Method for Scientific Discovery through Physics-Informed Simulation Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-06T12:54:53.978645Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 906d24de-0ec6-4086-9869-e842633d04b8 · outbound

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

DEM-NeRF: A Neuro-Symbolic Method for Scientific Discovery through Physics-Informed Simulation NeRF: Representing scenes as neural radiance fields for view synthesis,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T12:54:53.782978Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation ec7db1b2-2f81-4266-bb33-bcfed3612a9b · outbound

This paper cites D- NeRF: Neural radiance fields for dynamic scenes,.

DEM-NeRF: A Neuro-Symbolic Method for Scientific Discovery through Physics-Informed Simulation D- NeRF: Neural radiance fields for dynamic scenes,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T12:54:53.616771Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation ab357087-d32e-4348-9b10-b94857699349 · outbound

This paper cites Physics-informed neural fields for smoke reconstruction with sparse data,.

DEM-NeRF: A Neuro-Symbolic Method for Scientific Discovery through Physics-Informed Simulation Physics-informed neural fields for smoke reconstruction with sparse data,

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T12:54:53.343050Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation eb2235c1-08f2-4b88-838e-e6e240cac334 · outbound

This paper cites PAC-NeRF: Physics Augmented Continuum Neural Radiance Fields for Geometry-Agnostic System Identification.

DEM-NeRF: A Neuro-Symbolic Method for Scientific Discovery through Physics-Informed Simulation PAC-NeRF: Physics Augmented Continuum Neural Radiance Fields for Geometry-Agnostic System Identification

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-06T12:54:48.424539Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 666a2382-fdfe-40f4-b2f2-54fa56f9be40 · outbound

This paper cites an unresolved cited work.

DEM-NeRF: A Neuro-Symbolic Method for Scientific Discovery through Physics-Informed Simulation Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-06T12:54:53.171298Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 4e46c782-7d15-4589-a45d-ae7268f0c47e · outbound

This paper cites Schumann and M.

DEM-NeRF: A Neuro-Symbolic Method for Scientific Discovery through Physics-Informed Simulation Schumann and M

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T12:54:53.032742Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 5fb80a95-0edb-4eb9-95ea-df356a98ad3e · outbound

This paper cites RGB-D-DIC technique for low-cost 3D displacement fields measure- ments,.

DEM-NeRF: A Neuro-Symbolic Method for Scientific Discovery through Physics-Informed Simulation RGB-D-DIC technique for low-cost 3D displacement fields measure- ments,

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T12:54:52.869385Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 53f1db52-b3c3-468f-abec-a2b9647292fd · outbound

This paper cites 3D displacement mea- surement using a single-camera and mesh deformation neural network,.

DEM-NeRF: A Neuro-Symbolic Method for Scientific Discovery through Physics-Informed Simulation 3D displacement mea- surement using a single-camera and mesh deformation neural network,

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T12:54:52.653482Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 76b83bc0-2eb3-4478-b200-622e480c8e03 · outbound

This paper cites Artificial neural networks for solving ordinary and partial differential equations,.

DEM-NeRF: A Neuro-Symbolic Method for Scientific Discovery through Physics-Informed Simulation Artificial neural networks for solving ordinary and partial differential equations,

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T12:54:52.448578Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 476ff2e6-5cfc-4009-a212-49e9e3968791 · outbound

This paper cites Physics-informed neural networks: A deep learning framework for solving forward and inverse problems involving nonlinear partial differential equations,.

DEM-NeRF: A Neuro-Symbolic Method for Scientific Discovery through Physics-Informed Simulation Physics-informed neural networks: A deep learning framework for solving forward and inverse problems involving nonlinear partial differential equations,

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T12:54:56.251902Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation deac5533-d0fb-4a37-845a-f7a9b7b2804e · outbound

This paper cites Physics-informed machine learning,.

DEM-NeRF: A Neuro-Symbolic Method for Scientific Discovery through Physics-Informed Simulation Physics-informed machine learning,

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T12:54:56.456392Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation a98d3798-a2b9-4379-b65f-fcd87c72fe75 · outbound

This paper cites Deep learning of vortex-induced vibrations,.

DEM-NeRF: A Neuro-Symbolic Method for Scientific Discovery through Physics-Informed Simulation Deep learning of vortex-induced vibrations,

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T12:54:52.203037Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 1759739f-8a17-4add-9190-f311db312284 · outbound

This paper cites NSFnets (Navier–Stokes flow nets): Physics-informed neural networks for the incompressible Navier–Stokes equations,.

DEM-NeRF: A Neuro-Symbolic Method for Scientific Discovery through Physics-Informed Simulation NSFnets (Navier–Stokes flow nets): Physics-informed neural networks for the incompressible Navier–Stokes equations,

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T12:54:51.886701Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 1d7b672b-312f-4bf7-8687-0f96389152d6 · outbound

This paper cites PIE- NeRF: Physics-based interactive elastodynamics with NeRF,.

DEM-NeRF: A Neuro-Symbolic Method for Scientific Discovery through Physics-Informed Simulation PIE- NeRF: Physics-based interactive elastodynamics with NeRF,

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T12:54:51.616437Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 56d5c81c-ee51-40e4-966a-6ff7706f1dc2 · outbound

This paper cites Instant neural graphics primitives with a multiresolution hash encoding,.

DEM-NeRF: A Neuro-Symbolic Method for Scientific Discovery through Physics-Informed Simulation Instant neural graphics primitives with a multiresolution hash encoding,

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T12:54:51.381076Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation e656bf80-c026-4702-a0ed-023a7a427843 · outbound

This paper cites A deep energy method for finite deformation hyperelasticity,.

DEM-NeRF: A Neuro-Symbolic Method for Scientific Discovery through Physics-Informed Simulation A deep energy method for finite deformation hyperelasticity,

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T12:54:51.192029Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 42ef213e-1888-4c8c-9492-a26c3ece207a · outbound

This paper cites The mixed deep energy method for resolv- ing concentration features in finite strain hyperelasticity,.

DEM-NeRF: A Neuro-Symbolic Method for Scientific Discovery through Physics-Informed Simulation The mixed deep energy method for resolv- ing concentration features in finite strain hyperelasticity,

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T12:54:50.976120Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 40197dee-e866-4b88-adca-dc4447015b7a · outbound

This paper cites Physics-informed deep learning for computational elastodynamics without labeled data,.

DEM-NeRF: A Neuro-Symbolic Method for Scientific Discovery through Physics-Informed Simulation Physics-informed deep learning for computational elastodynamics without labeled data,

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T12:54:50.742316Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation f790992d-2a70-4053-8234-24be338d30c3 · outbound

This paper cites Reduced order modeling for nonlinear structural analysis using Gaussian process regression,.

DEM-NeRF: A Neuro-Symbolic Method for Scientific Discovery through Physics-Informed Simulation Reduced order modeling for nonlinear structural analysis using Gaussian process regression,

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T12:54:50.543888Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 5087b72b-4804-4262-a1c5-4cf146fe0af1 · outbound

This paper cites Ceccato, J.

DEM-NeRF: A Neuro-Symbolic Method for Scientific Discovery through Physics-Informed Simulation Ceccato, J

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T12:54:50.262892Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Pith citing papers

No inbound Pith citation observations are available.