Paper Citation Record · LEDGER

Deep Electromagnetic Structure Design Under Limited Evaluation Budgets

As of 21 August 2026, this Paper Citation Record lists 41 of 41 outbound references and 0 inbound Pith citation observations for arXiv:2506.19384.

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

pith.paper-citation-record.v1
2506.19384 v1

Coverage vector

measured 41 of 41 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T23:13:18.933037Z

measured 41 of 41 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+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

41 of 41 outbound references displayed

verified exact0
verified fuzzy32
unresolved9
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 7fab6fab-b2c2-48f5-abd9-7c258f0a98b5 · outbound

This paper cites write newline.

Deep Electromagnetic Structure Design Under Limited Evaluation Budgets write newline

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-06T23:13:14.066698Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5edb7e20-ec0f-4a08-b74a-5138a58c595a · outbound

This paper cites Y., Zhou, L., Li, H., Kang, M., Richardson, K.

Deep Electromagnetic Structure Design Under Limited Evaluation Budgets Y., Zhou, L., Li, H., Kang, M., Richardson, K

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:13:26.094645Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 78f02042-1900-483a-805d-87ff80acf4ae · outbound

This paper cites Computational electromagnetics.

Deep Electromagnetic Structure Design Under Limited Evaluation Budgets Computational electromagnetics

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:13:25.905440Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation f118b489-1bde-4467-86a1-8c8e142ba0cf · outbound

This paper cites Conditioning by adaptive sampling for robust design.

Deep Electromagnetic Structure Design Under Limited Evaluation Budgets Conditioning by adaptive sampling for robust design

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:13:25.768598Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 44d20ffb-6017-4f6a-b6ab-0ab9aad4fae9 · outbound

This paper cites Correlating metasurface spectra with a generation-elimination framework.

Deep Electromagnetic Structure Design Under Limited Evaluation Budgets Correlating metasurface spectra with a generation-elimination framework

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:13:25.597066Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 15e2b5f1-533e-4a4d-b388-4ba3a8e15957 · outbound

This paper cites Measuring the curse of dimensionality and its effects on particle swarm optimization and differential evolution.

Deep Electromagnetic Structure Design Under Limited Evaluation Budgets Measuring the curse of dimensionality and its effects on particle swarm optimization and differential evolution

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:13:25.419131Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation f6a9b78d-6a55-4645-a183-54f79b2ea037 · outbound

This paper cites The policy-gradient placement and generative routing neural networks for chip design.

Deep Electromagnetic Structure Design Under Limited Evaluation Budgets The policy-gradient placement and generative routing neural networks for chip design

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:13:25.234335Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 0c8f5755-5285-4f7f-b672-92a69d339a9e · outbound

This paper cites A., and Bakshy, E.

Deep Electromagnetic Structure Design Under Limited Evaluation Budgets A., and Bakshy, E

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:13:25.048984Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 208fb6af-e095-414c-a603-b6c960996128 · outbound

This paper cites Benchmarking data-driven surrogate simulators for artificial electromagnetic materials.

Deep Electromagnetic Structure Design Under Limited Evaluation Budgets Benchmarking data-driven surrogate simulators for artificial electromagnetic materials

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:13:24.843123Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 072e9bfa-fbef-4bbb-93c0-f6442149d5a6 · outbound

This paper cites and Dong, Z.

Deep Electromagnetic Structure Design Under Limited Evaluation Budgets and Dong, Z

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:13:24.549711Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 68067605-71ed-4b19-932a-3416f0ebbe69 · outbound

This paper cites NAS-Bench-201: Extending the Scope of Reproducible Neural Architecture Search.

Deep Electromagnetic Structure Design Under Limited Evaluation Budgets NAS-Bench-201: Extending the Scope of Reproducible Neural Architecture Search

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-06T23:13:15.293756Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dcd4bbcc-35f3-4259-8a83-17a4876e8963 · outbound

This paper cites M., Zharmagambetov, A., Huang, T., Dilkina, B., and Tian, Y.

Deep Electromagnetic Structure Design Under Limited Evaluation Budgets M., Zharmagambetov, A., Huang, T., Dilkina, B., and Tian, Y

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:13:24.233397Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 33625ff5-7b05-48ba-93c3-3211c03d0dfc · outbound

This paper cites an unresolved cited work.

Deep Electromagnetic Structure Design Under Limited Evaluation Budgets Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-06T23:13:24.053815Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation b0ed245a-4f31-421e-bf29-64a43181e605 · outbound

This paper cites P., Chambers, J., Mendez, D., Mutowo, P., Atkinson, F., Bellis, L.

Deep Electromagnetic Structure Design Under Limited Evaluation Budgets P., Chambers, J., Mendez, D., Mutowo, P., Atkinson, F., Bellis, L

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:13:23.848201Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation a0efef6b-77c8-4e44-8560-33497d528f0f · outbound

This paper cites Progan: Protein solubility generative adversarial nets for data augmentation in dnn framework.

Deep Electromagnetic Structure Design Under Limited Evaluation Budgets Progan: Protein solubility generative adversarial nets for data augmentation in dnn framework

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:13:23.663397Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation a7cf80d4-fb0a-4009-8367-0e1186cb0c9a · outbound

This paper cites A knowledge-inherited learning for intelligent metasurface design and assembly.

Deep Electromagnetic Structure Design Under Limited Evaluation Budgets A knowledge-inherited learning for intelligent metasurface design and assembly

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:13:23.474953Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 5eb80c8d-6636-4968-8533-a18bae75bb9b · outbound

This paper cites Neural network-based surrogate model for inverse design of metasurfaces.

Deep Electromagnetic Structure Design Under Limited Evaluation Budgets Neural network-based surrogate model for inverse design of metasurfaces

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:13:23.285144Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 6060f48b-8e10-42b3-a4c6-2c9183332456 · outbound

This paper cites Highly accurate protein structure prediction with alphafold.

Deep Electromagnetic Structure Design Under Limited Evaluation Budgets Highly accurate protein structure prediction with alphafold

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:13:23.107090Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 8782fc2b-4b54-4977-9d00-cfa726daff03 · outbound

This paper cites an unresolved cited work.

Deep Electromagnetic Structure Design Under Limited Evaluation Budgets Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-06T23:13:22.935944Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation ee55b877-3cd4-4197-806c-09a7658255d9 · outbound

This paper cites and Ogurtsov, S.

Deep Electromagnetic Structure Design Under Limited Evaluation Budgets and Ogurtsov, S

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:13:22.703225Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 9bbd28b0-7baf-4a0a-8a31-a59558e72b70 · outbound

This paper cites an unresolved cited work.

Deep Electromagnetic Structure Design Under Limited Evaluation Budgets Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-06T23:13:22.568527Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 134b89fd-bd13-42e5-b192-43642d3cdfce · outbound

This paper cites A surrogate-assisted hybrid swarm optimization algorithm for high-dimensional computationally expensive problems.

Deep Electromagnetic Structure Design Under Limited Evaluation Budgets A surrogate-assisted hybrid swarm optimization algorithm for high-dimensional computationally expensive problems

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:13:22.372750Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 76bb11a7-baf6-4cbe-88eb-2c578c76b925 · outbound

This paper cites Machine-learning-assisted inverse design of scattering enhanced metasurface.

Deep Electromagnetic Structure Design Under Limited Evaluation Budgets Machine-learning-assisted inverse design of scattering enhanced metasurface

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:13:22.185573Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation bd1f0460-4142-4198-b801-e814fdb1c7f2 · outbound

This paper cites Progressive neural architecture search.

Deep Electromagnetic Structure Design Under Limited Evaluation Budgets Progressive neural architecture search

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:13:21.980223Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 177805db-5143-42ed-ae8d-cc7dd76dc5ae · outbound

This paper cites DARTS: Differentiable Architecture Search.

Deep Electromagnetic Structure Design Under Limited Evaluation Budgets DARTS: Differentiable Architecture Search

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-06T23:13:17.217189Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 78ae18b5-b0fd-49bd-b2ad-d7a3d1e0d492 · outbound

This paper cites Inverse design of broadband metasurface absorber based on convolutional autoencoder network and inverse design network.

Deep Electromagnetic Structure Design Under Limited Evaluation Budgets Inverse design of broadband metasurface absorber based on convolutional autoencoder network and inverse design network

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:13:21.765500Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 365a0766-8b8e-4279-9ec4-e182177aa891 · outbound

This paper cites C., Bosc, T., Bengio, Y., and Malkin, N.

Deep Electromagnetic Structure Design Under Limited Evaluation Budgets C., Bosc, T., Bengio, Y., and Malkin, N

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:13:21.527970Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation f7ff634e-fbd5-422c-a5b1-f0613ab2aae9 · outbound

This paper cites an unresolved cited work.

Deep Electromagnetic Structure Design Under Limited Evaluation Budgets Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-08-06T23:13:21.240764Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation f8c68489-1837-45b2-b451-992c3c20d017 · outbound

This paper cites L., and Wiecha, P.

Deep Electromagnetic Structure Design Under Limited Evaluation Budgets L., and Wiecha, P

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:13:21.074068Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 5de78e86-f32e-43b4-a245-013f3c89a922 · outbound

This paper cites J., and Hum, S.

Deep Electromagnetic Structure Design Under Limited Evaluation Budgets J., and Hum, S

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:13:20.891503Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 0ef18f63-d7d8-48bd-80df-649b283aba56 · outbound

This paper cites G., Joannopoulos, J.

Deep Electromagnetic Structure Design Under Limited Evaluation Budgets G., Joannopoulos, J

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:13:20.736487Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 184f600b-9d9c-4daf-b859-8ef5527ab020 · outbound

This paper cites A comprehensive survey of neural architecture search: Challenges and solutions.

Deep Electromagnetic Structure Design Under Limited Evaluation Budgets A comprehensive survey of neural architecture search: Challenges and solutions

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:13:20.552903Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 042d1fa7-8807-4970-8947-3f278f9a9d0b · outbound

This paper cites H., Manjiri, S.

Deep Electromagnetic Structure Design Under Limited Evaluation Budgets H., Manjiri, S

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:13:20.335638Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 471bf847-c4f3-4f30-ac9b-8b5849d4f06e · outbound

This paper cites Surrogate NAS Benchmarks: Going Beyond the Limited Search Spaces of Tabular NAS Benchmarks.

Deep Electromagnetic Structure Design Under Limited Evaluation Budgets Surrogate NAS Benchmarks: Going Beyond the Limited Search Spaces of Tabular NAS Benchmarks

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-06T23:13:18.284942Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 378e55c9-12c1-4846-a5c4-5481cd7f339e · outbound

This paper cites Design-bench: Benchmarks for data-driven offline model-based optimization.

Deep Electromagnetic Structure Design Under Limited Evaluation Budgets Design-bench: Benchmarks for data-driven offline model-based optimization

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:13:20.146671Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 39664f20-fd45-4bbf-9c80-9169ef1bdb5c · outbound

This paper cites End-to-end diverse metasurface design and evaluation using an invertible neural network.

Deep Electromagnetic Structure Design Under Limited Evaluation Budgets End-to-end diverse metasurface design and evaluation using an invertible neural network

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:13:20.014207Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 142e2429-aee6-4eb5-8ba8-14c913e489a0 · outbound

This paper cites Nas-bench-101: Towards reproducible neural architecture search.

Deep Electromagnetic Structure Design Under Limited Evaluation Budgets Nas-bench-101: Towards reproducible neural architecture search

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:13:19.816775Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 5ae8131e-233f-451d-8640-f8866f707e49 · outbound

This paper cites an unresolved cited work.

Deep Electromagnetic Structure Design Under Limited Evaluation Budgets Unresolved cited work

Reference 38

Resolution: unresolved; raw_fallback, observed 2026-08-06T23:13:19.678388Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation cb1070f2-4ebc-4aab-bfb6-dc2520eae968 · outbound

This paper cites A two-stage surrogate-assisted meta-heuristic algorithm for high-dimensional expensive problems.

Deep Electromagnetic Structure Design Under Limited Evaluation Budgets A two-stage surrogate-assisted meta-heuristic algorithm for high-dimensional expensive problems

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:13:19.504299Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 1c662d4b-48ca-4420-8ca9-c0c64018f909 · outbound

This paper cites Adversarial-network regularized inverse design of frequency-selective surface with frequency-temporal deep learning.

Deep Electromagnetic Structure Design Under Limited Evaluation Budgets Adversarial-network regularized inverse design of frequency-selective surface with frequency-temporal deep learning

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:13:19.359896Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation c68dacfb-7ae4-4c8e-b272-2a89b530034a · outbound

This paper cites Multiplexing the aperture of a metasurface: inverse design via deep-learning-forward genetic algorithm.

Deep Electromagnetic Structure Design Under Limited Evaluation Budgets Multiplexing the aperture of a metasurface: inverse design via deep-learning-forward genetic algorithm

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:13:19.206294Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Pith citing papers

No inbound Pith citation observations are available.