Paper Citation Record · LEDGER

Inverse design of the transmission matrix in a random system using Reinforcement Learning

As of 22 August 2026, this Paper Citation Record lists 38 of 38 outbound references and 0 inbound Pith citation observations for arXiv:2506.13057.

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

pith.paper-citation-record.v1
2506.13057 v1

Coverage vector

measured 38 of 38 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T00:43:41.291807Z

measured 38 of 38 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-22T06:32:14.747728+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

38 of 38 outbound references displayed

verified exact0
verified fuzzy13
unresolved25
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 97281bf8-717a-4e55-a65a-c145032a7c77 · outbound

This paper cites Longhi, $\mathcal{PT}$-symmetric laser absorber, Phys.

Inverse design of the transmission matrix in a random system using Reinforcement Learning Longhi, $\mathcal{PT}$-symmetric laser absorber, Phys

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:43:49.601172Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation fa6d1624-fb2c-4069-9a9d-a9493bee569d · outbound

This paper cites Miri and A.

Inverse design of the transmission matrix in a random system using Reinforcement Learning Miri and A

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-07T00:43:36.460198Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bd64a808-2417-4552-8246-fb04bb184d1d · outbound

This paper cites Kang and A.

Inverse design of the transmission matrix in a random system using Reinforcement Learning Kang and A

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:43:49.397907Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 207a1d5c-3ef3-43e2-b082-e557375cac0a · outbound

This paper cites an unresolved cited work.

Inverse design of the transmission matrix in a random system using Reinforcement Learning Unresolved cited work

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-07T00:43:36.636363Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e01fc41b-431b-4038-b2ea-d6a8c5190426 · outbound

This paper cites an unresolved cited work.

Inverse design of the transmission matrix in a random system using Reinforcement Learning Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-07T00:43:49.185837Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 73952e91-9a09-4b72-ba3b-055b53aea19b · outbound

This paper cites Hodaei, A.

Inverse design of the transmission matrix in a random system using Reinforcement Learning Hodaei, A

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:43:48.812016Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation f686da32-8326-4c94-ba98-3bf9967a1adb · outbound

This paper cites an unresolved cited work.

Inverse design of the transmission matrix in a random system using Reinforcement Learning Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-07T00:43:48.555426Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 8e4b444a-04ee-4bcc-a6be-54615eb84ee9 · outbound

This paper cites Silver et al., Mastering the game of Go without human knowledge, Nature 550, 354 (2017).

Inverse design of the transmission matrix in a random system using Reinforcement Learning Silver et al., Mastering the game of Go without human knowledge, Nature 550, 354 (2017)

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:43:48.267334Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation d0d2e197-94ac-4d0d-ad31-cd41911ec9fa · outbound

This paper cites an unresolved cited work.

Inverse design of the transmission matrix in a random system using Reinforcement Learning Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-07T00:43:48.045901Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 8ec7541e-3783-4eaf-9f60-53cff19a72a8 · outbound

This paper cites AlMahamid and K.

Inverse design of the transmission matrix in a random system using Reinforcement Learning AlMahamid and K

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:43:47.682450Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 48d15476-cad1-4b34-8c8c-2336fe109d68 · outbound

This paper cites an unresolved cited work.

Inverse design of the transmission matrix in a random system using Reinforcement Learning Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-07T00:43:47.412075Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 350a9b3d-228a-44bf-b723-e00f9d3d1b4e · outbound

This paper cites an unresolved cited work.

Inverse design of the transmission matrix in a random system using Reinforcement Learning Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-07T00:43:47.137865Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 90030fb6-058d-4f28-b441-bbea5bfa8c13 · outbound

This paper cites Molesky, Z.

Inverse design of the transmission matrix in a random system using Reinforcement Learning Molesky, Z

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:43:46.860308Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 99b04aa0-a245-487f-8647-f7aaa9347203 · outbound

This paper cites an unresolved cited work.

Inverse design of the transmission matrix in a random system using Reinforcement Learning Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-07T00:43:46.552202Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 2b8c830c-c247-4547-96d2-24bbb9b56cd1 · outbound

This paper cites an unresolved cited work.

Inverse design of the transmission matrix in a random system using Reinforcement Learning Unresolved cited work

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-07T00:43:38.135119Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b1fd57ec-a353-4ad7-8b92-796ccb6b2ebd · outbound

This paper cites an unresolved cited work.

Inverse design of the transmission matrix in a random system using Reinforcement Learning Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-07T00:43:46.353080Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 353586bd-3c7b-4441-9fba-e3138d4a381a · outbound

This paper cites an unresolved cited work.

Inverse design of the transmission matrix in a random system using Reinforcement Learning Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-07T00:43:46.070982Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 921ca2a9-cca5-4967-b938-4b33460e8f3e · outbound

This paper cites An et al., A Deep Learning Approach for Objective-Driven All-Dielectric Metasurface Design, ACS Photonics 6, 3196 (2019).

Inverse design of the transmission matrix in a random system using Reinforcement Learning An et al., A Deep Learning Approach for Objective-Driven All-Dielectric Metasurface Design, ACS Photonics 6, 3196 (2019)

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:43:45.826138Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation c7689b1a-ae8f-4a58-aadf-de57ec69d0c2 · outbound

This paper cites an unresolved cited work.

Inverse design of the transmission matrix in a random system using Reinforcement Learning Unresolved cited work

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-07T00:43:38.903012Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5646bc97-8b1c-44e9-907f-d4e9696ac684 · outbound

This paper cites an unresolved cited work.

Inverse design of the transmission matrix in a random system using Reinforcement Learning Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-07T00:43:45.590415Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation db10ea5c-784f-4127-8251-4af766f6cb12 · outbound

This paper cites an unresolved cited work.

Inverse design of the transmission matrix in a random system using Reinforcement Learning Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-07T00:43:45.272645Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 1768fd95-9caa-48c6-b365-fe0f53448213 · outbound

This paper cites Sajedian, T.

Inverse design of the transmission matrix in a random system using Reinforcement Learning Sajedian, T

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:43:45.060953Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation b6f47578-9315-49b9-8398-de3a6f4d0730 · outbound

This paper cites Sajedian, H.

Inverse design of the transmission matrix in a random system using Reinforcement Learning Sajedian, H

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:43:44.750570Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 25f6bf03-6b7e-4b8a-86a4-0f9f6251c38b · outbound

This paper cites Hooten, R.

Inverse design of the transmission matrix in a random system using Reinforcement Learning Hooten, R

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:43:44.505723Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 66ab3447-c8a0-49a7-84c2-9287238acad1 · outbound

This paper cites an unresolved cited work.

Inverse design of the transmission matrix in a random system using Reinforcement Learning Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-07T00:43:44.213709Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 135b8ce4-59d8-46f7-859c-2f716201fee5 · outbound

This paper cites an unresolved cited work.

Inverse design of the transmission matrix in a random system using Reinforcement Learning Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-08-07T00:43:43.957419Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation a47402c5-f565-49df-89ee-9543e0a397b6 · outbound

This paper cites Playing Atari with Deep Reinforcement Learning.

Inverse design of the transmission matrix in a random system using Reinforcement Learning Playing Atari with Deep Reinforcement Learning

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-07T00:43:40.044666Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 44b9709b-1df1-42f9-a678-53a18da1e0be · outbound

This paper cites Proximal Policy Optimization Algorithms.

Inverse design of the transmission matrix in a random system using Reinforcement Learning Proximal Policy Optimization Algorithms

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-07T00:43:40.158832Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ffac25b9-0cda-4e53-a43f-a3420e86389e · outbound

This paper cites Deep Reinforcement Learning with Double Q-learning.

Inverse design of the transmission matrix in a random system using Reinforcement Learning Deep Reinforcement Learning with Double Q-learning

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-07T00:43:40.264379Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7e4f36b6-ebd3-47ff-9cae-91cc5def9d74 · outbound

This paper cites an unresolved cited work.

Inverse design of the transmission matrix in a random system using Reinforcement Learning Unresolved cited work

Reference 31

Resolution: unresolved; raw_fallback, observed 2026-08-07T00:43:43.624048Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 07a37496-4b75-43c5-9a6b-80f3aba9b6cc · outbound

This paper cites Rotter, Effective Hamiltonian and unitarity of the S matrix, Phys.

Inverse design of the transmission matrix in a random system using Reinforcement Learning Rotter, Effective Hamiltonian and unitarity of the S matrix, Phys

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:43:43.356843Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 82ec3b23-4020-4822-bcd4-7fa885e89c4a · outbound

This paper cites an unresolved cited work.

Inverse design of the transmission matrix in a random system using Reinforcement Learning Unresolved cited work

Reference 33

Resolution: unresolved; raw_fallback, observed 2026-08-07T00:43:43.216688Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation ee1858dc-9c33-4889-a27a-f68dbb0b91ca · outbound

This paper cites an unresolved cited work.

Inverse design of the transmission matrix in a random system using Reinforcement Learning Unresolved cited work

Reference 34

Resolution: unresolved; raw_fallback, observed 2026-08-07T00:43:42.871263Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 851c5432-2ad3-4bf9-b313-29a832f3faa1 · outbound

This paper cites an unresolved cited work.

Inverse design of the transmission matrix in a random system using Reinforcement Learning Unresolved cited work

Reference 35

Resolution: unresolved; raw_fallback, observed 2026-08-07T00:43:42.537045Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 86dd31b7-3fe0-421f-b748-bed89b52d861 · outbound

This paper cites Feng, Y.-L.

Inverse design of the transmission matrix in a random system using Reinforcement Learning Feng, Y.-L

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:43:42.262579Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation ad711dca-2919-4833-8a1c-d9206776b0d9 · outbound

This paper cites an unresolved cited work.

Inverse design of the transmission matrix in a random system using Reinforcement Learning Unresolved cited work

Reference 37

Resolution: unresolved; raw_fallback, observed 2026-08-07T00:43:41.975681Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 1b0bd76b-e35a-42d9-804f-bd10f2569c71 · outbound

This paper cites Cheng and A.

Inverse design of the transmission matrix in a random system using Reinforcement Learning Cheng and A

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:43:41.654334Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation eb9e0623-a130-496d-a3d3-0a32200a23dd · outbound

This paper cites an unresolved cited work.

Inverse design of the transmission matrix in a random system using Reinforcement Learning Unresolved cited work

Reference 39

Resolution: unresolved; raw_fallback, observed 2026-08-07T00:43:41.491620Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Pith citing papers

No inbound Pith citation observations are available.