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Paper Citation Record · LEDGER

Advantages of Broadband Metalenses for Generalizable Image Classification

As of 5 August 2026, this Paper Citation Record lists 42 of 42 outbound references and 1 inbound Pith citation observation for arXiv:2512.08109.

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

pith.paper-citation-record.v1
2512.08109 v2

Coverage vector

measured 42 of 42 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-16T23:49:46.920106Z

measured 43 of 43 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-05T06:32:48.257954+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-02T22:05:24.494446Z

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

42 of 42 outbound references displayed

  • verified exact4
  • verified fuzzy37
  • unresolved1
  • parse uncertain0
  • malformed identifier0
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation a4f8fb39-57a1-4a4d-8972-71df5f3902da · outbound

This paper cites Fröch, Luocheng Huang, Zhihao Zhou, Virat Tara, Zhuoran Fang, Shane Colburn, Alan Zhan, Minho Choi, Arnab Manna, Andrew Tang, Zheyi Han, Karl F.

Advantages of Broadband Metalenses for Generalizable Image Classification Fröch, Luocheng Huang, Zhihao Zhou, Virat Tara, Zhuoran Fang, Shane Colburn, Alan Zhan, Minho Choi, Arnab Manna, Andrew Tang, Zheyi Han, Karl F

Reference 1

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-16T23:49:46.920106Z digest=sha256:8766fabf8a6f8becfa2ae15de8325de36ec67fd2d462a23b1e1d15c8dad84795

Observation 15ccbf2e-18c4-4547-befa-5cadd61a8560 · outbound

This paper cites Design of an infrared wide-angle metalens for medical endoscopic imaging systems.Optics Express, 33(14):29182–29196.

Advantages of Broadband Metalenses for Generalizable Image Classification Design of an infrared wide-angle metalens for medical endoscopic imaging systems.Optics Express, 33(14):29182–29196

Reference 2

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verified fuzzy
raw_fallback, observed 2026-05-16T23:51:22.181987Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-16T23:49:46.920106Z digest=sha256:fe0c33411fb6003f785146e398281268dabdcf6f10a9c668dd02c93462a79313

Observation f38c073a-e06f-4e9f-ab23-8fdbb99d1737 · outbound

This paper cites Extended depth of focus metalens toward the entire long-wave infrared spectrum through inverse design framework.Optics Express, 33(18):39081–39091.

Advantages of Broadband Metalenses for Generalizable Image Classification Extended depth of focus metalens toward the entire long-wave infrared spectrum through inverse design framework.Optics Express, 33(18):39081–39091

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T23:51:22.192891Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-16T23:49:46.920106Z digest=sha256:c10197718692d4c59747b42d6cbff6324629834cb5ffc069f33aee25c3406bd3

Observation 5c6c751a-6394-426c-b353-83b1601fb934 · outbound

This paper cites Metasurface generation of paired accelerating and rotating optical beams for passive ranging and scene reconstruction.ACS Photonics, 7(6):1529–1536, May 2020.

Advantages of Broadband Metalenses for Generalizable Image Classification Metasurface generation of paired accelerating and rotating optical beams for passive ranging and scene reconstruction.ACS Photonics, 7(6):1529–1536, May 2020

Reference 4

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verified fuzzy
raw_fallback, observed 2026-05-16T23:51:22.158611Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-16T23:49:46.920106Z digest=sha256:425db11192f5a68e13eb7864f4337d84d95ca27044951293996a5f53f296d36f

Observation 1aa0626b-0057-4fe0-812c-733825e76f60 · outbound

This paper cites Flat optics with designer metasurfaces.Nature materials, 13(2):139–150.

Advantages of Broadband Metalenses for Generalizable Image Classification Flat optics with designer metasurfaces.Nature materials, 13(2):139–150

Reference 5

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verified fuzzy
raw_fallback, observed 2026-05-16T23:51:22.190771Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-16T23:49:46.920106Z digest=sha256:368ca82e337ea1e37cf6073e9d280c0733c0fa32372b936b9b019cc9ee11302e

Observation 12715177-a0e5-4d3c-b6d5-be7fde380735 · outbound

This paper cites Metasurface based on phase change materials for electrically reconfigurable thz beam steering in copolarized transmission mode.Scientific Reports, 15(1):40666.

Advantages of Broadband Metalenses for Generalizable Image Classification Metasurface based on phase change materials for electrically reconfigurable thz beam steering in copolarized transmission mode.Scientific Reports, 15(1):40666

Reference 6

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verified fuzzy
raw_fallback, observed 2026-05-16T23:51:22.175622Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-16T23:49:46.920106Z digest=sha256:275fdd7fe3c3be98fbac84e33e4580069a8855d146767efc69fc935d0c073fa6

Observation eae331ad-c828-4967-9774-f183eeea4292 · outbound

This paper cites Incoherent pattern recognition with phase-only filters.Optics letters, 17(23):1703–1705.

Advantages of Broadband Metalenses for Generalizable Image Classification Incoherent pattern recognition with phase-only filters.Optics letters, 17(23):1703–1705

Reference 7

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verified fuzzy
raw_fallback, observed 2026-05-16T23:51:22.214041Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-16T23:49:46.920106Z digest=sha256:c9598eccd725f9f609e4bb64df1653db62c9c08017d50e7f4fe0811375b42d18

Observation b1349364-213d-44d9-b209-6ed29b876325 · outbound

This paper cites Computer-free, all-optical reconstruction of holograms using diffractive networks.ACS Photonics, 8(11):3375–3384, October 2021.

Advantages of Broadband Metalenses for Generalizable Image Classification Computer-free, all-optical reconstruction of holograms using diffractive networks.ACS Photonics, 8(11):3375–3384, October 2021

Reference 8

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verified fuzzy
raw_fallback, observed 2026-05-16T23:51:22.140669Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-16T23:49:46.920106Z digest=sha256:d8eba6fb738d34d3728d1f728a81a0ab864f6d1b5d226e178a70ccc531430eed

Observation 48f077f1-e631-4fce-98db-39cb629f4b75 · outbound

This paper cites Reprogrammable metasurface holographic image encryption technology based on a three-dimensional discrete hyperchaotic system.Optics Express, 32(22):38703–38719.

Advantages of Broadband Metalenses for Generalizable Image Classification Reprogrammable metasurface holographic image encryption technology based on a three-dimensional discrete hyperchaotic system.Optics Express, 32(22):38703–38719

Reference 9

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verified fuzzy
raw_fallback, observed 2026-05-16T23:51:22.209847Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-16T23:49:46.920106Z digest=sha256:60869d2cd742b3d7d938aee19b0d638ee1042111b7fb1bf9334f80032654bc9e

Observation 4a43d777-e227-4dd3-bdab-ac6f597da89d · outbound

This paper cites Meta-optic accelerators for object classifiers.Sci.

Advantages of Broadband Metalenses for Generalizable Image Classification Meta-optic accelerators for object classifiers.Sci

Reference 10

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verified fuzzy
raw_fallback, observed 2026-05-16T23:51:22.155226Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-16T23:49:46.920106Z digest=sha256:fa10ce921d95b9f1f6b33d438bceaaa6b7d358a9791981fb3b2e36442f38775f

Observation b3215a90-534d-49c4-8eb8-2c232a7228e0 · outbound

This paper cites Analysis of diffractive optical neural networks and their integration with electronic neural networks.IEEE Journal of Selected Topics in Quantum Electronics, 26(1):1–14.

Advantages of Broadband Metalenses for Generalizable Image Classification Analysis of diffractive optical neural networks and their integration with electronic neural networks.IEEE Journal of Selected Topics in Quantum Electronics, 26(1):1–14

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T23:51:22.227785Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-16T23:49:46.920106Z digest=sha256:c26ca991b3d79417a007dc7d3f078bf042b9e83dbaf9139e275f8e906716631f

Observation 18dcee35-dbdc-4ddc-b497-235452630b43 · outbound

This paper cites Diffractive optical computing in free space.Nature Communications, 15(1):1525.

Advantages of Broadband Metalenses for Generalizable Image Classification Diffractive optical computing in free space.Nature Communications, 15(1):1525

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T23:51:22.201228Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-16T23:49:46.920106Z digest=sha256:825199080dfcdefa3532927521fa86aace68751f9cae6f4f11e0eb811c74b220

Observation 6912d80b-2453-4711-86f2-6641046fd202 · outbound

This paper cites Programmable diffractive deep neural networks enabled by integrated rewritable metasurfaces.

Advantages of Broadband Metalenses for Generalizable Image Classification Programmable diffractive deep neural networks enabled by integrated rewritable metasurfaces

Reference 13

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verified fuzzy
raw_fallback, observed 2026-05-16T23:51:22.205490Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-16T23:49:46.920106Z digest=sha256:f3e2c432aa23f5278b7aa21f80ef6fde7f7ebb66bd350f9537bf86fbd0d9818c

Observation c95d53e4-4a37-471e-b293-f40a8f72699c · outbound

This paper cites Optical generative models.Nature, 644(8078):903–911.

Advantages of Broadband Metalenses for Generalizable Image Classification Optical generative models.Nature, 644(8078):903–911

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T23:51:22.211992Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-16T23:49:46.920106Z digest=sha256:bca95b1eaf52a7bf181787cffcfad00c2d5d02dcb708ab6e9ac6e67b30297ea3

Observation 0ed32484-437c-45d6-beba-d0586e974b37 · outbound

This paper cites Photonic advantage of optical encoders.Nanophotonics, 13(7):1191–1196.

Advantages of Broadband Metalenses for Generalizable Image Classification Photonic advantage of optical encoders.Nanophotonics, 13(7):1191–1196

Reference 15

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verified fuzzy
raw_fallback, observed 2026-05-16T23:51:22.220633Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-16T23:49:46.920106Z digest=sha256:66d9efe1273d190f3bbf8efd7b06232d38b512b49d83604712152494d6c49825

Observation f69a9457-f58b-4098-b6ee-420e3510e72b · outbound

This paper cites Optical neural networks: progress and challenges.Light: Science & Applications, 13(1):263.

Advantages of Broadband Metalenses for Generalizable Image Classification Optical neural networks: progress and challenges.Light: Science & Applications, 13(1):263

Reference 16

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verified fuzzy
raw_fallback, observed 2026-05-16T23:51:22.143573Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-16T23:49:46.920106Z digest=sha256:4c69b92fc4a890b3fb47437768266deaa5f42ac46a01d98f8bd17c285f4375ed

Observation d5dde268-4562-4625-978e-ce54873cfb53 · outbound

This paper cites All-optical neural network with nonlinear activation functions.Optica, 6(9):1132–1137.

Advantages of Broadband Metalenses for Generalizable Image Classification All-optical neural network with nonlinear activation functions.Optica, 6(9):1132–1137

Reference 17

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verified fuzzy
raw_fallback, observed 2026-05-16T23:51:22.167299Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-16T23:49:46.920106Z digest=sha256:22c8511e9402bc8edfa2953a7f1343957bd2e7c8c3e3d457b2c3c85bc78beddd

Observation ba1db97a-5912-4e65-9288-635d4042f807 · outbound

This paper cites Programmable metasurfaces for future photonic artificial intelligence.Nature Reviews Physics, pages 1–17.

Advantages of Broadband Metalenses for Generalizable Image Classification Programmable metasurfaces for future photonic artificial intelligence.Nature Reviews Physics, pages 1–17

Reference 18

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raw_fallback, observed 2026-05-16T23:51:22.177824Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-16T23:49:46.920106Z digest=sha256:9055cbb7492defea82ec845b1e4f1e34e26108883f08491f9e6658160c060745

Observation f3196ca7-de5a-4579-8ac2-2bf49aaad2fb · outbound

This paper cites an unresolved cited work.

Advantages of Broadband Metalenses for Generalizable Image Classification Unresolved cited work

Reference 19

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raw_fallback, observed 2026-05-16T23:51:22.161681Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-16T23:49:46.920106Z digest=sha256:aa59c305cbf53269815ccd75017e7ef65579eedc1902cfe7768d0a33917b3f95

Observation c3c7d163-601f-4b8b-9857-e0968a3de55e · outbound

This paper cites Free-space optical encoder for computer vision.npj Nanophotonics, 2(1):36.

Advantages of Broadband Metalenses for Generalizable Image Classification Free-space optical encoder for computer vision.npj Nanophotonics, 2(1):36

Reference 20

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verified fuzzy
raw_fallback, observed 2026-05-16T23:51:22.179979Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-16T23:49:46.920106Z digest=sha256:e9361110825d3b5eff7b6f8ecd4d72ae7493124eddd23ac746627039d9ea9e30

Observation 8c0de684-500d-43ec-9217-c85542c1eda5 · outbound

This paper cites Transfer- able polychromatic optical encoder for neural networks.Nat.

Advantages of Broadband Metalenses for Generalizable Image Classification Transfer- able polychromatic optical encoder for neural networks.Nat

Reference 21

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verified fuzzy
raw_fallback, observed 2026-05-16T23:51:22.146355Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-16T23:49:46.920106Z digest=sha256:3f77590f6da09d475a057ccead4f7a12e4e9fc7ae8eeef5599fc4302ef6810a5

Observation 3e825d63-cd9b-4066-8b90-c81f600f887b · outbound

This paper cites The second optical metasurface revolution: moving from science to technology.Nature Reviews Electrical Engineering, 2(2):125–143.

Advantages of Broadband Metalenses for Generalizable Image Classification The second optical metasurface revolution: moving from science to technology.Nature Reviews Electrical Engineering, 2(2):125–143

Reference 22

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verified fuzzy
raw_fallback, observed 2026-05-16T23:51:22.194855Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-16T23:49:46.920106Z digest=sha256:6b075774520ef0217fd05a794aa9f9c59a9615b706038c6332a45d77bd11ff89

Observation fcc9795a-0f28-41f1-994a-551546cbee29 · outbound

This paper cites Metasurface array for single-shot spectroscopic ellipsometry.Light: Science & Applications, 13(1):88.

Advantages of Broadband Metalenses for Generalizable Image Classification Metasurface array for single-shot spectroscopic ellipsometry.Light: Science & Applications, 13(1):88

Reference 23

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verified fuzzy
raw_fallback, observed 2026-05-16T23:51:22.188782Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-16T23:49:46.920106Z digest=sha256:d71d7ff3790f27bc0629274c79579db07e9636f31c72f0787517fd4ee5e1571a

Observation 86ebf8d5-9852-463a-b496-d4a05bab2f16 · outbound

This paper cites Metasurface-enabled single-shot and complete mueller matrix imaging.Nature Photonics, 18(7):704– 712.

Advantages of Broadband Metalenses for Generalizable Image Classification Metasurface-enabled single-shot and complete mueller matrix imaging.Nature Photonics, 18(7):704– 712

Reference 24

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verified fuzzy
raw_fallback, observed 2026-05-16T23:51:22.184149Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-16T23:49:46.920106Z digest=sha256:89927861a34efd105c9174f5fadf54068d16ca61a293cecd88422c852c3edff5

Observation 8ef0d46f-2c4b-4f10-a44d-ae6dcf1dab73 · outbound

This paper cites Spatially varying nanophotonic neural networks.Science Advances, 10(45):eadp0391.

Advantages of Broadband Metalenses for Generalizable Image Classification Spatially varying nanophotonic neural networks.Science Advances, 10(45):eadp0391

Reference 25

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verified fuzzy
raw_fallback, observed 2026-05-16T23:51:22.152060Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-16T23:49:46.920106Z digest=sha256:ca8d6f1b095b7367bbfd0f3b38dd33cbb5e3e90664b6931a1cc3dd857a6d03f2

Observation 412003a8-d334-4d2c-a10e-690a826212d2 · outbound

This paper cites Fully parallel, high-speed incoherent optical method for performing discrete fourier transforms.Optics Letters, 2(1):1–3.

Advantages of Broadband Metalenses for Generalizable Image Classification Fully parallel, high-speed incoherent optical method for performing discrete fourier transforms.Optics Letters, 2(1):1–3

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T23:51:22.170179Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-16T23:49:46.920106Z digest=sha256:f01731a84a6c53916ff11d862ce9ebc3a59884cfe507a0b5c7330cdd8d120cb3

Observation f7c7f7c3-a21c-4884-af91-390b81e2fc6d · outbound

This paper cites Universal linear intensity transformations using spatially incoherent diffractive processors.Light: Science & Applications, 12(1):195.

Advantages of Broadband Metalenses for Generalizable Image Classification Universal linear intensity transformations using spatially incoherent diffractive processors.Light: Science & Applications, 12(1):195

Reference 27

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verified fuzzy
raw_fallback, observed 2026-05-16T23:51:22.172932Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-16T23:49:46.920106Z digest=sha256:0802e9defb171d5060474825f8b49ebb21bda6e63f9daca59264c20e84c132b7

Observation c93ed6f0-115d-4db4-abbc-d190c7f8e6ed · outbound

This paper cites Knowledge distillation circumvents nonlinearity for optical convolutional neural networks.Applied Optics, 61(9):2173–2183.

Advantages of Broadband Metalenses for Generalizable Image Classification Knowledge distillation circumvents nonlinearity for optical convolutional neural networks.Applied Optics, 61(9):2173–2183

Reference 28

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verified fuzzy
raw_fallback, observed 2026-05-16T23:51:22.196843Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-16T23:49:46.920106Z digest=sha256:9dcffa9d38144d7454a8d33c3a216a6fe2bed73b6ff1d6d2d88e876c15d5f770

Observation fa5e7bc5-35c7-4fad-9d44-d544f0d6262f · outbound

This paper cites A knowledge-inherited learning for intelligent metasurface design and assembly.Light: Science & Applications, 12(1):82.

Advantages of Broadband Metalenses for Generalizable Image Classification A knowledge-inherited learning for intelligent metasurface design and assembly.Light: Science & Applications, 12(1):82

Reference 29

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verified fuzzy
raw_fallback, observed 2026-05-16T23:51:22.216207Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-16T23:49:46.920106Z digest=sha256:8f7414b8c6c1838b6d5b6bdbfdc36df4a7191a6a9f7bda7e4ad60e7a0e13a151

Observation 35c451cc-a621-485a-aa07-64b1d439f33b · outbound

This paper cites Neural Tangent Knowledge Distillation for Optical Convolutional Networks.

Advantages of Broadband Metalenses for Generalizable Image Classification Neural Tangent Knowledge Distillation for Optical Convolutional Networks

Reference 30

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arxiv_id, observed 2026-05-16T23:51:22.018038Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-16T23:49:46.920106Z digest=sha256:e7a31ef4571b0775331160f9d356d9ccc4d3635591e248eaed79748f421d2ed6

Observation f118d1c6-a086-4547-895e-ecd5b1113a24 · outbound

This paper cites Glaucoma identification using convolutional neural networks ensemble for optic disc and cup segmentation.IEEE Access, 12:82720–82729.

Advantages of Broadband Metalenses for Generalizable Image Classification Glaucoma identification using convolutional neural networks ensemble for optic disc and cup segmentation.IEEE Access, 12:82720–82729

Reference 31

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verified fuzzy
raw_fallback, observed 2026-05-16T23:51:22.164468Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-16T23:49:46.920106Z digest=sha256:9fab419219e0e8d6ba91615639a1a115542cce05c3d314679f3b30f39a5dfa94

Observation a73cbc6b-9bd7-4ddb-bdce-1b8778724a16 · outbound

This paper cites TKIL: Tangent Kernel Approach for Class Balanced Incremental Learning.

Advantages of Broadband Metalenses for Generalizable Image Classification TKIL: Tangent Kernel Approach for Class Balanced Incremental Learning

Reference 32

Resolution
verified exact
arxiv_id, observed 2026-05-16T23:51:22.026344Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-16T23:49:46.920106Z digest=sha256:ad62bb27e6d7ebc3f91a55208bc62acd509ee58b22b30b7a0107fc3ef831ec76

Observation f2731bcb-8d45-45af-b58a-84ec6e62937d · outbound

This paper cites Eigencwd: a spatially varying deconvolution algorithm for single metalens imaging.Optics Express, 33(13):28481–28492.

Advantages of Broadband Metalenses for Generalizable Image Classification Eigencwd: a spatially varying deconvolution algorithm for single metalens imaging.Optics Express, 33(13):28481–28492

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T23:51:22.207653Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-16T23:49:46.920106Z digest=sha256:42a156222bf070bb60c399e5962e5c35b81a7c7008a0949f40f18b6ff421b0c0

Observation 1af0947e-c795-4e99-b4b8-6d1ef93a45c0 · outbound

This paper cites Neural nano-optics for high-quality thin lens imaging.Nature communications, 12(1):6493.

Advantages of Broadband Metalenses for Generalizable Image Classification Neural nano-optics for high-quality thin lens imaging.Nature communications, 12(1):6493

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T23:51:22.186691Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-16T23:49:46.920106Z digest=sha256:5898e21bfb9945eb1085214c2f2216b8472794d7ef835a34ac391bb8a8a72188

Observation c88d30e3-a185-4399-b9e2-4000ce4b5f3a · outbound

This paper cites Beating spectral bandwidth limits for large aperture broadband nano-optics.Nature communications, 16(1):3025.

Advantages of Broadband Metalenses for Generalizable Image Classification Beating spectral bandwidth limits for large aperture broadband nano-optics.Nature communications, 16(1):3025

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T23:51:22.199172Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-16T23:49:46.920106Z digest=sha256:de5ad064c9a5572341ddc6fbc3b67caeb63c18343467eef4af4e30c8466537e5

Observation 2856e652-f98d-47af-a2ea-d47733df1ca9 · outbound

This paper cites End-to-end optimization of metasurfaces for imaging with compressed sensing.ACS Photonics, 11(5):2077–2087.

Advantages of Broadband Metalenses for Generalizable Image Classification End-to-end optimization of metasurfaces for imaging with compressed sensing.ACS Photonics, 11(5):2077–2087

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T23:51:22.218509Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-16T23:49:46.920106Z digest=sha256:cc7cd5d9084e887531651abf9bd49f5aeaf6a00d5562471a2dc630d0a3c37a60

Observation 2f8d2964-ec03-46ef-8185-1d8d373d5da4 · outbound

This paper cites Design framework for metasurface optics-based convolutional neural networks.Applied Optics, 60(15):4356–4365.

Advantages of Broadband Metalenses for Generalizable Image Classification Design framework for metasurface optics-based convolutional neural networks.Applied Optics, 60(15):4356–4365

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T23:51:22.203388Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-16T23:49:46.920106Z digest=sha256:5593e821f56cba68bca801d760eed7c625e78bcc899b84e08ec40af89272a783

Observation 3a0986a3-f6fc-4359-a53a-721321c3f5e7 · outbound

This paper cites Hybrid optical-electronic convolutional neural networks with optimized diffractive optics for image classification.Scientific reports, 8(1):12324.

Advantages of Broadband Metalenses for Generalizable Image Classification Hybrid optical-electronic convolutional neural networks with optimized diffractive optics for image classification.Scientific reports, 8(1):12324

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T23:51:22.149193Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-16T23:49:46.920106Z digest=sha256:4c28d46591ec2804873acfcdd07922a9e47a4d0e08ac05752f6d40d3aafc61f9

Observation 85e30deb-cac8-40f0-ad20-1b0ae274cbbd · outbound

This paper cites From performance to structure: a comprehensive survey of advanced metasurface design for next-generation imaging.npj Nanophotonics, 2(1):39.

Advantages of Broadband Metalenses for Generalizable Image Classification From performance to structure: a comprehensive survey of advanced metasurface design for next-generation imaging.npj Nanophotonics, 2(1):39

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T23:51:22.229913Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-16T23:49:46.920106Z digest=sha256:7a60079f348cd4592ee6b1ee6d71ab4fc0402f784eff6de4bdd578c592f67dcf

Observation c5e3ebf7-63dd-4c48-b207-81d15fc984eb · outbound

This paper cites Designing lensless imaging systems to maximize information capture.

Advantages of Broadband Metalenses for Generalizable Image Classification Designing lensless imaging systems to maximize information capture

Reference 40

Resolution
verified exact
arxiv_id, observed 2026-05-16T23:51:22.029997Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-16T23:49:46.920106Z digest=sha256:0aeef27148e7051b47175dffc213211bc950301f6139ce503e67798ac87c6d63

Observation 1a80fab7-7654-4ce4-a190-3f755e0f0537 · outbound

This paper cites Information-driven design of imaging systems , url =.

Advantages of Broadband Metalenses for Generalizable Image Classification Information-driven design of imaging systems , url =

Reference 41

Resolution
verified exact
arxiv_id, observed 2026-05-16T23:51:22.022595Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-16T23:49:46.920106Z digest=sha256:8c3d3b37d1d41f817620d9e4f611de28f2c14749ded871a9eaa79bed151fe28a

Observation 9624078c-0d08-4a49-8d2c-17af3b037888 · outbound

This paper cites Full-color metaoptical imaging in visible light.Advanced Photonics Research, 3(5):2100265.

Advantages of Broadband Metalenses for Generalizable Image Classification Full-color metaoptical imaging in visible light.Advanced Photonics Research, 3(5):2100265

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T23:51:22.223120Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-16T23:49:46.920106Z digest=sha256:72d628cb96dc106441eface1610d91669d3e83fa280b755576ab1499069ea77b

Pith citing papers

Observation 7a08d98a-50cd-4e34-bbc6-0d831502dfe8 · inbound

Limits and Trade-Offs of Shift-Invariant Meta-Optical Encoders for Image Compression cites this paper.

Limits and Trade-Offs of Shift-Invariant Meta-Optical Encoders for Image Compression Advantages of Broadband Metalenses for Generalizable Image Classification

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-02T22:05:24.494446Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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