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Paper Citation Record · LEDGER

VIRTUS-FPP: Virtual Sensor Modeling for Fringe Projection Profilometry in NVIDIA Isaac Sim

As of 19 August 2026, this Paper Citation Record lists 70 of 70 outbound references and 0 inbound Pith citation observations for arXiv:2509.22685.

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

pith.paper-citation-record.v1
2509.22685 v2

Coverage vector

measured 70 of 70 reference resolution

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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

70 of 70 outbound references displayed

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External citation measurements

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Outbound references

Observation 1473bd99-e247-4808-b86e-452498d34f0f · outbound

This paper cites Zhang,High-Speed 3D Imaging with Digital Fringe Projection Techniques.

VIRTUS-FPP: Virtual Sensor Modeling for Fringe Projection Profilometry in NVIDIA Isaac Sim Zhang,High-Speed 3D Imaging with Digital Fringe Projection Techniques

Reference 1

Resolution
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Observation 6e392126-f897-474c-a616-2f3a41de83e3 · outbound

This paper cites Structured-light 3d surface imaging: a tutorial,.

VIRTUS-FPP: Virtual Sensor Modeling for Fringe Projection Profilometry in NVIDIA Isaac Sim Structured-light 3d surface imaging: a tutorial,

Reference 2

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Source-reported events for the cited work

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Observation 162e45d1-0c32-4278-a16b-d57bbbc61d22 · outbound

This paper cites Structured light techniques and applica- tions,.

VIRTUS-FPP: Virtual Sensor Modeling for Fringe Projection Profilometry in NVIDIA Isaac Sim Structured light techniques and applica- tions,

Reference 3

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Observation 0ee541ed-c74e-4e62-b330-9029baaa8601 · outbound

This paper cites 3d imaging with fringe projection for food and agricultural applications—a tutorial,.

VIRTUS-FPP: Virtual Sensor Modeling for Fringe Projection Profilometry in NVIDIA Isaac Sim 3d imaging with fringe projection for food and agricultural applications—a tutorial,

Reference 4

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Source-reported events for the cited work

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Observation c91510c9-c114-40f8-9ba3-b9e8089f7c04 · outbound

This paper cites Pattern codification strategies in structured light systems,.

VIRTUS-FPP: Virtual Sensor Modeling for Fringe Projection Profilometry in NVIDIA Isaac Sim Pattern codification strategies in structured light systems,

Reference 5

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Source-reported events for the cited work

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Observation 4a9404de-0367-46e8-8d5b-7975bdbc5950 · outbound

This paper cites Status, challenges, and future perspectives of fringe projection profilometry,.

VIRTUS-FPP: Virtual Sensor Modeling for Fringe Projection Profilometry in NVIDIA Isaac Sim Status, challenges, and future perspectives of fringe projection profilometry,

Reference 6

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Source-reported events for the cited work

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Observation bb39226f-9040-4c02-875f-e44b1545e541 · outbound

This paper cites Three-dimensional vision based on a combination of gray-code and phase-shift light projection: analysis and compensation of the systematic errors,.

VIRTUS-FPP: Virtual Sensor Modeling for Fringe Projection Profilometry in NVIDIA Isaac Sim Three-dimensional vision based on a combination of gray-code and phase-shift light projection: analysis and compensation of the systematic errors,

Reference 7

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Source-reported events for the cited work

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Observation 649e733d-fed9-41d3-988e-5b8de16211b6 · outbound

This paper cites Machine learning enhanced high dynamic range fringe projection profilometry for in-situ layer-wise surface topography measurement during lpbf additive manufacturing,.

VIRTUS-FPP: Virtual Sensor Modeling for Fringe Projection Profilometry in NVIDIA Isaac Sim Machine learning enhanced high dynamic range fringe projection profilometry for in-situ layer-wise surface topography measurement during lpbf additive manufacturing,

Reference 8

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Source-reported events for the cited work

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Observation 6d5f4441-ce09-40df-bbdb-983c80f7c006 · outbound

This paper cites High-resolution real-time 360◦ 3d surface defect inspection with fringe projection profilometry,.

VIRTUS-FPP: Virtual Sensor Modeling for Fringe Projection Profilometry in NVIDIA Isaac Sim High-resolution real-time 360◦ 3d surface defect inspection with fringe projection profilometry,

Reference 9

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Source-reported events for the cited work

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Observation 212e2512-3a45-4201-a172-7b5c2f4117af · outbound

This paper cites Multi-view fringe projection system for surface topography measurement during metal powder bed fusion,.

VIRTUS-FPP: Virtual Sensor Modeling for Fringe Projection Profilometry in NVIDIA Isaac Sim Multi-view fringe projection system for surface topography measurement during metal powder bed fusion,

Reference 10

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Source-reported events for the cited work

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Observation 44e67d3e-7908-4097-a227-ce57cee685a7 · outbound

This paper cites High-resolution structured light 3d vision for fine-scale characterization to assist robotic assem- bly,.

VIRTUS-FPP: Virtual Sensor Modeling for Fringe Projection Profilometry in NVIDIA Isaac Sim High-resolution structured light 3d vision for fine-scale characterization to assist robotic assem- bly,

Reference 11

Resolution
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Source-reported events for the cited work

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Observation 7e4cf12a-dcbe-4540-8ea3-f64717832803 · outbound

This paper cites Robotic visual servoing using fringe pro- jection profilometry,.

VIRTUS-FPP: Virtual Sensor Modeling for Fringe Projection Profilometry in NVIDIA Isaac Sim Robotic visual servoing using fringe pro- jection profilometry,

Reference 12

Resolution
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Source-reported events for the cited work

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Observation 296eb208-d036-4a26-b95a-260ee25f7793 · outbound

This paper cites Close the sim2real gap via physically-based structured light synthetic data simulation,.

VIRTUS-FPP: Virtual Sensor Modeling for Fringe Projection Profilometry in NVIDIA Isaac Sim Close the sim2real gap via physically-based structured light synthetic data simulation,

Reference 13

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation 7a7b83e5-b7ee-4f5f-ac2d-e83a7b11360d · outbound

This paper cites Corrosion characterization of engine connecting rods using fringe projection profilometry and unsupervised machine learn- ing,.

VIRTUS-FPP: Virtual Sensor Modeling for Fringe Projection Profilometry in NVIDIA Isaac Sim Corrosion characterization of engine connecting rods using fringe projection profilometry and unsupervised machine learn- ing,

Reference 14

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Source-reported events for the cited work

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Observation aa9081b0-ec42-4f82-90a7-575ed47b195c · outbound

This paper cites Quantitative evaluation of corrosion by a digital fringe projection technique,.

VIRTUS-FPP: Virtual Sensor Modeling for Fringe Projection Profilometry in NVIDIA Isaac Sim Quantitative evaluation of corrosion by a digital fringe projection technique,

Reference 15

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation a1cbde74-8663-4db7-a1b9-b0d62694d721 · outbound

This paper cites Shortwave-infrared meso- patterned imaging enables label-free mapping of tissue water and lipid content,.

VIRTUS-FPP: Virtual Sensor Modeling for Fringe Projection Profilometry in NVIDIA Isaac Sim Shortwave-infrared meso- patterned imaging enables label-free mapping of tissue water and lipid content,

Reference 16

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation 9c3de98c-3578-4aff-9f32-68843278ec05 · outbound

This paper cites Whole 3d shape reconstruction of vascular segments under pressure via fringe projection techniques,.

VIRTUS-FPP: Virtual Sensor Modeling for Fringe Projection Profilometry in NVIDIA Isaac Sim Whole 3d shape reconstruction of vascular segments under pressure via fringe projection techniques,

Reference 17

Resolution
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Source-reported events for the cited work

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Observation 851338e8-d8a6-488d-8854-1cc30c8c1f04 · outbound

This paper cites Uniaxial high-speed microscale three-dimensional surface topographical measurements using fringe projection,.

VIRTUS-FPP: Virtual Sensor Modeling for Fringe Projection Profilometry in NVIDIA Isaac Sim Uniaxial high-speed microscale three-dimensional surface topographical measurements using fringe projection,

Reference 18

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation 240d1535-015e-413b-baf5-7d3bf07a0a3c · outbound

This paper cites Development and verification of a novel robot-integrated fringe projection 3d scanning system for large-scale metrology,.

VIRTUS-FPP: Virtual Sensor Modeling for Fringe Projection Profilometry in NVIDIA Isaac Sim Development and verification of a novel robot-integrated fringe projection 3d scanning system for large-scale metrology,

Reference 19

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Source-reported events for the cited work

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Observation 1cf9eff7-0839-451b-87a6-5a3ea53edc1c · outbound

This paper cites Scene- adaptive pattern coding-based fringe projection profilometry: diffuse surfaces identification and 3-d reconstruction in cluttered scenes,.

VIRTUS-FPP: Virtual Sensor Modeling for Fringe Projection Profilometry in NVIDIA Isaac Sim Scene- adaptive pattern coding-based fringe projection profilometry: diffuse surfaces identification and 3-d reconstruction in cluttered scenes,

Reference 20

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation e5ecc6b2-3e4e-488f-922f-0eb1bdef52e9 · outbound

This paper cites Calibration of fringe projection profilometry: A comparative review,.

VIRTUS-FPP: Virtual Sensor Modeling for Fringe Projection Profilometry in NVIDIA Isaac Sim Calibration of fringe projection profilometry: A comparative review,

Reference 21

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Source-reported events for the cited work

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Observation 84972274-3b34-4165-80a6-ff7a2f86bd84 · outbound

This paper cites Fast drawing method of circular patterns based on gaussian circles for camera calibration,.

VIRTUS-FPP: Virtual Sensor Modeling for Fringe Projection Profilometry in NVIDIA Isaac Sim Fast drawing method of circular patterns based on gaussian circles for camera calibration,

Reference 22

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation 9349519e-8f44-48d2-968f-0cef1fe60916 · outbound

This paper cites Modeling the measurement precision of fringe projection profilometry,.

VIRTUS-FPP: Virtual Sensor Modeling for Fringe Projection Profilometry in NVIDIA Isaac Sim Modeling the measurement precision of fringe projection profilometry,

Reference 23

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation 03b53cbe-2452-429a-a6c1-24718dd52756 · outbound

This paper cites Absolute phase retrieval methods for digital fringe projection profilometry: A review,.

VIRTUS-FPP: Virtual Sensor Modeling for Fringe Projection Profilometry in NVIDIA Isaac Sim Absolute phase retrieval methods for digital fringe projection profilometry: A review,

Reference 24

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation 50461b2c-ec7b-485e-b4df-38ec13f515a2 · outbound

This paper cites Deep learning-enabled anti-ambient light approach for fringe projection profilometry,.

VIRTUS-FPP: Virtual Sensor Modeling for Fringe Projection Profilometry in NVIDIA Isaac Sim Deep learning-enabled anti-ambient light approach for fringe projection profilometry,

Reference 25

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation e6ec3b58-3ea8-4374-a68a-68fa5cd583a0 · outbound

This paper cites A performance test for a fringe projection scanner in various ambient light conditions,.

VIRTUS-FPP: Virtual Sensor Modeling for Fringe Projection Profilometry in NVIDIA Isaac Sim A performance test for a fringe projection scanner in various ambient light conditions,

Reference 26

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation 05e241be-5eae-4e3e-8927-d8543086b32a · outbound

This paper cites Recent progresses on real-time 3d shape measurement using digital fringe projection techniques,.

VIRTUS-FPP: Virtual Sensor Modeling for Fringe Projection Profilometry in NVIDIA Isaac Sim Recent progresses on real-time 3d shape measurement using digital fringe projection techniques,

Reference 27

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verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation cb8b375f-b42c-4db9-a2b0-140ac68b66d0 · outbound

This paper cites High dynamic range 3d measurements with fringe projection profilometry: a review,.

VIRTUS-FPP: Virtual Sensor Modeling for Fringe Projection Profilometry in NVIDIA Isaac Sim High dynamic range 3d measurements with fringe projection profilometry: a review,

Reference 28

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation e049235d-0f74-4e48-bb0d-02a06aeebc40 · outbound

This paper cites Multi-polarization fringe projection imaging for high dynamic range objects,.

VIRTUS-FPP: Virtual Sensor Modeling for Fringe Projection Profilometry in NVIDIA Isaac Sim Multi-polarization fringe projection imaging for high dynamic range objects,

Reference 29

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verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation dd1032a1-d6a0-4e23-9686-213bb98139ec · outbound

This paper cites Experimental study for the influence of surface characteristics on the fringe patterns,.

VIRTUS-FPP: Virtual Sensor Modeling for Fringe Projection Profilometry in NVIDIA Isaac Sim Experimental study for the influence of surface characteristics on the fringe patterns,

Reference 30

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verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation 9216847b-300f-424f-b82e-21a6bf5af243 · outbound

This paper cites High-accuracy 3d shape measure- ment of translucent objects by fringe projection profilometry,.

VIRTUS-FPP: Virtual Sensor Modeling for Fringe Projection Profilometry in NVIDIA Isaac Sim High-accuracy 3d shape measure- ment of translucent objects by fringe projection profilometry,

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T15:54:39.257074Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation 3a6efa0e-3b64-407c-baec-a5a4e77e7881 · outbound

This paper cites 3d shape measurement of dif- fused/specular surface by combining fringe projection and direct phase measuring deflectometry,.

VIRTUS-FPP: Virtual Sensor Modeling for Fringe Projection Profilometry in NVIDIA Isaac Sim 3d shape measurement of dif- fused/specular surface by combining fringe projection and direct phase measuring deflectometry,

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T15:54:39.240207Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T15:54:38.345699Z digest=sha256:592e1cb381d92f245d28032401fb85c3922425e1f45660639b7ea23e2fde0df9

Observation 9508ec78-9e39-4854-a8a0-63d7c2f08772 · outbound

This paper cites Semi- supervised video inpainting with cycle consistency constraints,.

VIRTUS-FPP: Virtual Sensor Modeling for Fringe Projection Profilometry in NVIDIA Isaac Sim Semi- supervised video inpainting with cycle consistency constraints,

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T15:54:39.220913Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T15:54:38.350692Z digest=sha256:c08f1061fb5755387245d12b9da3747a8cb7b078cf46d13bbe7a9a9814810311

Observation 00adf657-2a3a-4e50-9cda-7a399522ed9f · outbound

This paper cites Database-assisted object retrieval for real-time 3d reconstruction,.

VIRTUS-FPP: Virtual Sensor Modeling for Fringe Projection Profilometry in NVIDIA Isaac Sim Database-assisted object retrieval for real-time 3d reconstruction,

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T15:54:39.202470Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T15:54:38.360337Z digest=sha256:8658c22522cf65288f8bb29b4ebe61d3b241b63d2455c7b12e67e0b79a68f984

Observation fdc8d3a5-0856-421b-a19b-ab880ac6ccb9 · outbound

This paper cites A Large Dataset of Object Scans.

VIRTUS-FPP: Virtual Sensor Modeling for Fringe Projection Profilometry in NVIDIA Isaac Sim A Large Dataset of Object Scans

Reference 35

Resolution
unresolved
no resolver link, observed 2026-08-15T15:54:38.366171Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T15:54:38.366171Z digest=sha256:e4299b6e4ee5b332b3a37b4903d89dd5fb707d115fba513b2a0464f597ef3ce5

Observation 8c11dd92-d913-4b0b-9645-79f70e55ed39 · outbound

This paper cites Digital twins for metrology; metrology for digital twins,.

VIRTUS-FPP: Virtual Sensor Modeling for Fringe Projection Profilometry in NVIDIA Isaac Sim Digital twins for metrology; metrology for digital twins,

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T15:54:39.185252Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T15:54:38.371609Z digest=sha256:f97a6feffa5e723021840dd3c6ff7ef073f4343e17a39c49d35670be4341e531

Observation 5de9ef25-b3fa-41aa-ac5f-7f1fcea8b2b7 · outbound

This paper cites Digital twin of an optical measurement system,.

VIRTUS-FPP: Virtual Sensor Modeling for Fringe Projection Profilometry in NVIDIA Isaac Sim Digital twin of an optical measurement system,

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T15:54:39.167404Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T15:54:38.376944Z digest=sha256:794e0a26cbc03c19e9107077a566418628d5b4a5d817a45fff4c5abd151eeac9

Observation 560a90dd-b8a5-4936-bd99-ff7246821962 · outbound

This paper cites Lonchanet: A sliced-based cnn architecture for real-time 3d object recognition,.

VIRTUS-FPP: Virtual Sensor Modeling for Fringe Projection Profilometry in NVIDIA Isaac Sim Lonchanet: A sliced-based cnn architecture for real-time 3d object recognition,

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T15:54:39.148920Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T15:54:38.382588Z digest=sha256:95f3ac55486a57b25bfe8efb7424fb47909fec210489c032d27bd0b21ba8fef2

Observation d5d14ad8-8be4-4307-b651-f0d5fe4af7c2 · outbound

This paper cites Rapid tracking of extrinsic projector parameters in fringe projection using machine learning,.

VIRTUS-FPP: Virtual Sensor Modeling for Fringe Projection Profilometry in NVIDIA Isaac Sim Rapid tracking of extrinsic projector parameters in fringe projection using machine learning,

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T15:54:39.131163Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T15:54:38.388250Z digest=sha256:19a3e9b9d0ada54991b1f6c2087308fcdfbc3246bb044a4e0a80ef562e054292

Observation 87d231c7-9566-403a-a2d8-b8ccf39c18d7 · outbound

This paper cites Deep learning in optical metrology: a review,.

VIRTUS-FPP: Virtual Sensor Modeling for Fringe Projection Profilometry in NVIDIA Isaac Sim Deep learning in optical metrology: a review,

Reference 40

Resolution
unresolved
no resolver link, observed 2026-08-15T15:54:38.394267Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T15:54:38.394267Z digest=sha256:94c9fb91fe2384646d4ed48ea5c2e6e30b711fad54cdd5d593ae60e6465e8a3b

Observation e135fee1-88d6-44cd-9ddf-2da12df01c61 · outbound

This paper cites Deep learning spatial phase unwrapping: a comparative review,.

VIRTUS-FPP: Virtual Sensor Modeling for Fringe Projection Profilometry in NVIDIA Isaac Sim Deep learning spatial phase unwrapping: a comparative review,

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T15:54:39.101890Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T15:54:38.399272Z digest=sha256:3cd13c31ab45597507a6426d0a71fe2f99ccbdce00551031715cd50a16e99f16

Observation ba2d0e6a-e540-4539-a4f5-99627f514ef8 · outbound

This paper cites Fringe pattern denoising based on deep learning,.

VIRTUS-FPP: Virtual Sensor Modeling for Fringe Projection Profilometry in NVIDIA Isaac Sim Fringe pattern denoising based on deep learning,

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T15:54:39.084457Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T15:54:38.404117Z digest=sha256:8d45e47c9e453abc0292e54987d1bb9f05f973d6316770b853f3b41610cc21be

Observation 4d045799-8dbf-4863-92e8-fe54e8428562 · outbound

This paper cites an unresolved cited work.

VIRTUS-FPP: Virtual Sensor Modeling for Fringe Projection Profilometry in NVIDIA Isaac Sim Unresolved cited work

Reference 43

Resolution
unresolved
raw_fallback, observed 2026-08-15T15:54:39.068048Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T15:54:38.409146Z digest=sha256:1e5f6639428c8eba2a92f761c0f68cabf50a9b5d8a5af4ae9eb914c2cb7a3af2

Observation 945c4c73-f8d1-4f8f-a67b-5b07fb92d172 · outbound

This paper cites Next-generation deep learning based on simulators and synthetic data,.

VIRTUS-FPP: Virtual Sensor Modeling for Fringe Projection Profilometry in NVIDIA Isaac Sim Next-generation deep learning based on simulators and synthetic data,

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T15:54:39.050879Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T15:54:38.414452Z digest=sha256:487862035200a2f91372c8a0d4c6c8bf4380754531d79331e05fc033ce6c15b7

Observation a19b12b8-7d08-458d-a2b6-1efc7f5fa8df · outbound

This paper cites Domain randomization for transferring deep neural networks from simulation to the real world,.

VIRTUS-FPP: Virtual Sensor Modeling for Fringe Projection Profilometry in NVIDIA Isaac Sim Domain randomization for transferring deep neural networks from simulation to the real world,

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T15:54:39.033574Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T15:54:38.419480Z digest=sha256:b9b934ce3a26fa3265245196bb1cb0c224643c5b0116cf8d9f8e0641a9a89873

Observation 6daa3823-e1e3-4667-9e0f-352f655ff4ae · outbound

This paper cites Fringe projection profilometry by conducting deep learning from its digital twin,.

VIRTUS-FPP: Virtual Sensor Modeling for Fringe Projection Profilometry in NVIDIA Isaac Sim Fringe projection profilometry by conducting deep learning from its digital twin,

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T15:54:39.016647Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T15:54:38.424722Z digest=sha256:cc05a85d51293ba19850cc5c2fce95410d19b87be726b142e18a6a0e2168d6ee

Observation a508ef7d-e866-455e-ba2e-af6a94e7c048 · outbound

This paper cites Fringe projection profilometry system verification for 3d shape measurement using virtual space of game engine,.

VIRTUS-FPP: Virtual Sensor Modeling for Fringe Projection Profilometry in NVIDIA Isaac Sim Fringe projection profilometry system verification for 3d shape measurement using virtual space of game engine,

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T15:54:38.999872Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T15:54:38.429807Z digest=sha256:4dbcd766d5b7eec9966ee113c908f653a05347f994bb8c3b2885f226fe92b759

Observation 5fc8af85-28c8-4282-9646-23ecb1cd955d · outbound

This paper cites Measurement simulation system of fringe projection profilometry based on ray tracing,.

VIRTUS-FPP: Virtual Sensor Modeling for Fringe Projection Profilometry in NVIDIA Isaac Sim Measurement simulation system of fringe projection profilometry based on ray tracing,

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T15:54:38.981294Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T15:54:38.435213Z digest=sha256:f532a9f898ed1ae830ccbc7a22db21d444b30351df4b580634441b96f1049629

Observation 47b5189e-cbf6-4c38-991d-78557eafa6d2 · outbound

This paper cites Projection pattern pre- correction method based on projection error decoupling in fringe projection profilometry,.

VIRTUS-FPP: Virtual Sensor Modeling for Fringe Projection Profilometry in NVIDIA Isaac Sim Projection pattern pre- correction method based on projection error decoupling in fringe projection profilometry,

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T15:54:38.964930Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T15:54:38.440829Z digest=sha256:d446245de1a5662fb6771e0f4afa9db79e2b830e9f294db091aba9a947572e97

Observation 4702ff96-06cb-4eca-8511-e02b41867b18 · outbound

This paper cites Cycles - blender manual,.

VIRTUS-FPP: Virtual Sensor Modeling for Fringe Projection Profilometry in NVIDIA Isaac Sim Cycles - blender manual,

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T15:54:38.945864Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T15:54:38.445589Z digest=sha256:ec867d3d56ee9a98ae265b5ec33a3353c41bc4b46628982ab2f99d15c5603631

Observation bee1216a-4af1-415c-8347-76203357476a · outbound

This paper cites High definition render pipeline,.

VIRTUS-FPP: Virtual Sensor Modeling for Fringe Projection Profilometry in NVIDIA Isaac Sim High definition render pipeline,

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T15:54:38.929434Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T15:54:38.450353Z digest=sha256:02ac8138404f90739d9b61525fcd472bd01f45b1706888e56ddf04e0c31b10a3

Observation d4a5be46-f443-482c-b043-a297b45eb4b9 · outbound

This paper cites Optix: a general purpose ray tracing engine,.

VIRTUS-FPP: Virtual Sensor Modeling for Fringe Projection Profilometry in NVIDIA Isaac Sim Optix: a general purpose ray tracing engine,

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T15:54:38.913336Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T15:54:38.455051Z digest=sha256:57fa8566be1cdae0e68201f1c4f758ed73ce1f9fd1c9ea3afc7f0db002d556f2

Observation af37dd25-b1ae-4b09-b167-9c9df6af3cc7 · outbound

This paper cites What is isaac sim?.

VIRTUS-FPP: Virtual Sensor Modeling for Fringe Projection Profilometry in NVIDIA Isaac Sim What is isaac sim?

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T15:54:38.897536Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T15:54:38.459853Z digest=sha256:f4b5297d759082e16188bcfd89f17d8c6e9ec5b4f9b47a5aaf4cb235ef4531d8

Observation c468e7bd-79d1-40c4-81e4-121990796dff · outbound

This paper cites Autonomous robotic 3d scanning for smart factory planning,.

VIRTUS-FPP: Virtual Sensor Modeling for Fringe Projection Profilometry in NVIDIA Isaac Sim Autonomous robotic 3d scanning for smart factory planning,

Reference 54

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T15:54:38.881781Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T15:54:38.464794Z digest=sha256:0ca0832288a3283226940cfa1493241db94bb0eea763d46b279ba088d9a709e6

Observation 858ce014-015b-4334-9f8e-211afdda3c02 · outbound

This paper cites Universal scene description (usd).

VIRTUS-FPP: Virtual Sensor Modeling for Fringe Projection Profilometry in NVIDIA Isaac Sim Universal scene description (usd)

Reference 55

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T15:54:38.865974Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T15:54:38.469905Z digest=sha256:190bbcd0295d5e6f17054b9c4f95c885c79db79f50d53cf5123b8ac8be8377ec

Observation c0b1c94e-1b8a-407c-a9d4-0cfc194a2cec · outbound

This paper cites Physx sdk documentation.

VIRTUS-FPP: Virtual Sensor Modeling for Fringe Projection Profilometry in NVIDIA Isaac Sim Physx sdk documentation

Reference 56

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T15:54:38.848944Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T15:54:38.475431Z digest=sha256:72195d17a3ceaf36dfc5e9cc036207ab766599d007ae66f0de3d3985208787ef

Observation e6ec5da7-0626-41e4-a8e5-1ebf5690bfb6 · outbound

This paper cites Nvidia optix 9.0.

VIRTUS-FPP: Virtual Sensor Modeling for Fringe Projection Profilometry in NVIDIA Isaac Sim Nvidia optix 9.0

Reference 57

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T15:54:38.831846Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T15:54:38.480373Z digest=sha256:5db0c5853f0453dbb89ecb97c2f839a39d28995309f665eb376c099d8c8f8c92

Observation 89bec188-5ce1-4904-ae51-413259d97a42 · outbound

This paper cites Nvidia optix ray-tracing engine as a new tool for modelling medical imaging systems,.

VIRTUS-FPP: Virtual Sensor Modeling for Fringe Projection Profilometry in NVIDIA Isaac Sim Nvidia optix ray-tracing engine as a new tool for modelling medical imaging systems,

Reference 58

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T15:54:38.814943Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T15:54:38.485154Z digest=sha256:458147f828cf3977f88a2ae1036c6a857094219aec2fc7115209ec11c8a3415a

Observation ca925ae3-5488-4d35-9d1b-1ab1a3981294 · outbound

This paper cites Gpu-accelerated ray tracing for optical simulation and design,.

VIRTUS-FPP: Virtual Sensor Modeling for Fringe Projection Profilometry in NVIDIA Isaac Sim Gpu-accelerated ray tracing for optical simulation and design,

Reference 59

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T15:54:38.798540Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T15:54:38.490147Z digest=sha256:378bbf9bbd7c0d3bc2b5f7e51d42f36705c926451d9f021ab961d93707244c8a

Observation adf1d580-54d6-4600-b28a-30c4ca784672 · outbound

This paper cites Replicator — omniverse extensions.

VIRTUS-FPP: Virtual Sensor Modeling for Fringe Projection Profilometry in NVIDIA Isaac Sim Replicator — omniverse extensions

Reference 60

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T15:54:38.782954Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T15:54:38.495236Z digest=sha256:b7caebac9548cf705f35b85bcdb2bc04f09cf2b335857119ec100ca2a8085d8a

Observation 8267546a-edbd-4221-a189-0fb5c63ed7d2 · outbound

This paper cites Combined physics and event camera simulator for slip detection,.

VIRTUS-FPP: Virtual Sensor Modeling for Fringe Projection Profilometry in NVIDIA Isaac Sim Combined physics and event camera simulator for slip detection,

Reference 61

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T15:54:38.766492Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T15:54:38.500130Z digest=sha256:e4096d812c1e68e8d6c56acc63841400c124cfc05f194080fffa61fd4681799f

Observation 5dcf5c06-da48-4a92-b26b-d1fc53c6ac3e · outbound

This paper cites Pegasus Simulator: An Isaac Sim Framework for Multiple Aerial Vehicles Simulation.

VIRTUS-FPP: Virtual Sensor Modeling for Fringe Projection Profilometry in NVIDIA Isaac Sim Pegasus Simulator: An Isaac Sim Framework for Multiple Aerial Vehicles Simulation

Reference 62

Resolution
unresolved
no resolver link, observed 2026-08-15T15:54:38.505965Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T15:54:38.505965Z digest=sha256:02999db1a2712e518b529bc2968bf73c6bc79f426751c350785ab8c974d47d47

Observation 93e1a6a5-9b09-40c2-ac31-162ec8b380f9 · outbound

This paper cites OceanSim: A GPU-Accelerated Underwater Robot Perception Simulation Framework.

VIRTUS-FPP: Virtual Sensor Modeling for Fringe Projection Profilometry in NVIDIA Isaac Sim OceanSim: A GPU-Accelerated Underwater Robot Perception Simulation Framework

Reference 63

Resolution
unresolved
no resolver link, observed 2026-08-15T15:54:38.512704Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T15:54:38.512704Z digest=sha256:027be0580a0b7c85e5b43ce5f72a6f1189771bf7224d6d88d7662cacc7420b9e

Observation c239d7c2-365a-45ba-b1af-72d4361d247d · outbound

This paper cites Comparative analysis on the effect of surface reflectance for laser 3d scanner calibrator,.

VIRTUS-FPP: Virtual Sensor Modeling for Fringe Projection Profilometry in NVIDIA Isaac Sim Comparative analysis on the effect of surface reflectance for laser 3d scanner calibrator,

Reference 64

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T15:54:38.749727Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T15:54:38.518011Z digest=sha256:fb4a7900f45564e352e60cf6ae2a2caeaa0ca42b1dbf9969282e31edb1573906

Observation f04e39c1-5f98-49ac-b0b8-01dae5408d85 · outbound

This paper cites Optical characterization of materials for precision reference spheres for use with structured light sensors,.

VIRTUS-FPP: Virtual Sensor Modeling for Fringe Projection Profilometry in NVIDIA Isaac Sim Optical characterization of materials for precision reference spheres for use with structured light sensors,

Reference 65

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T15:54:38.732058Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T15:54:38.523179Z digest=sha256:1c18c84683238345457e85ace0ca110772c20967397374b73ae46bb26c9200ce

Observation ca49841a-2994-4c49-8796-dc8f865c5e32 · outbound

This paper cites Mlesac: A new robust estimator with application to estimating image geometry,.

VIRTUS-FPP: Virtual Sensor Modeling for Fringe Projection Profilometry in NVIDIA Isaac Sim Mlesac: A new robust estimator with application to estimating image geometry,

Reference 66

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T15:54:38.712932Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T15:54:38.528387Z digest=sha256:44d8cae0522c9dffbcf95f11bde8e6cf20ec8537188368a1d010b551b373030b

Observation afffef08-6c4d-489a-8ecb-94d91c65dd54 · outbound

This paper cites Camera sensors — isaac sim documentation.

VIRTUS-FPP: Virtual Sensor Modeling for Fringe Projection Profilometry in NVIDIA Isaac Sim Camera sensors — isaac sim documentation

Reference 67

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T15:54:38.695238Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T15:54:38.533231Z digest=sha256:6fb5178a28f07345ab0caad0bc4f2451707d9dc4e51ad3d6e2469a64d3c211a8

Observation 8475292c-0797-49f5-b734-5ad0349a9f18 · outbound

This paper cites Projector calibration by.

VIRTUS-FPP: Virtual Sensor Modeling for Fringe Projection Profilometry in NVIDIA Isaac Sim Projector calibration by

Reference 68

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T15:54:38.676054Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T15:54:38.538189Z digest=sha256:f88946eaeb4955403ff766f2ff33be0fccfc35ddeb429d5dca0dc944f3770f16

Observation fe082b9b-6238-40bf-9382-88ffd674df91 · outbound

This paper cites Camera models,.

VIRTUS-FPP: Virtual Sensor Modeling for Fringe Projection Profilometry in NVIDIA Isaac Sim Camera models,

Reference 69

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T15:54:38.658056Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T15:54:38.543036Z digest=sha256:369c622f72ebf6ba6415e49accef135d496d44fd910c06173371aadd92cf3ba0

Observation 5e20c430-7029-4288-a0ae-f75e40716b46 · outbound

This paper cites Characterizing the 3-dimensional printability of alginate–gelatin and nanocellulose gels via fringe projection,.

VIRTUS-FPP: Virtual Sensor Modeling for Fringe Projection Profilometry in NVIDIA Isaac Sim Characterizing the 3-dimensional printability of alginate–gelatin and nanocellulose gels via fringe projection,

Reference 70

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T15:54:38.641320Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T15:54:38.548204Z digest=sha256:dccd64883ce44c1fc0dbe0a851cbe4ec0c0b6d4eaeae902cf287b547009c3443

Pith citing papers

No inbound Pith citation observations are available.