{"as_of":"2026-08-10T08:59:00Z","caps":{"database_statements":6,"inbound":100,"outbound":100},"context_digest":"sha256:a74b4d8d61d278d3ebf50f59774c73e2f57c801f28054292fcbffbe40633fe16","coverage":[{"denominator":77,"lane":"reference_resolution","note":"Typed states for the displayed outbound observations.","records_observed":77,"source":"paper_references, paper_reference_links","source_observed_at":"2026-08-06T22:21:10.573394Z","state":"measured"},{"denominator":77,"lane":"standing_notices","note":"One-hop event checks from named stored sources.","records_observed":77,"source":"scholarly_work_events, retraction_status_cache","source_observed_at":"2026-08-10T06:31:04.303077+00:00","state":"measured"},{"denominator":0,"lane":"inbound_itemization","note":"Pith citing papers itemized under the disclosed page cap.","records_observed":0,"source":"paper_references, paper_reference_links","source_observed_at":null,"state":"measured"},{"denominator":1,"lane":"external_citation_measurements","note":"A source-named dated measurement, never combined with another source.","records_observed":0,"source":"cited_works","source_observed_at":null,"state":"measured"}],"external_citation_measurements":[],"inbound":[],"links":{"evidence":"/evidence","html":"/paper/2506.22122/citation-record","integrity":"/paper/2506.22122/integrity","json":"/paper/2506.22122/citation-record.json","paper":"/paper/2506.22122"},"outbound":[{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T22:21:21.575772Z","title":"Archana and P","venue":null,"work_id":"d403c814-d598-40ea-8e46-2bc346a33147","year":2024},"citing_paper":{"arxiv_id":"2506.22122","last_updated":"2025-06-27T11:00:36Z","snapshot_observed_at":"2026-08-10T05:49:51.447652Z","submitted_at":"2025-06-27T11:00:36Z","title":"In situ fine-tuning of in silico trained Optical Neural Networks","version":1},"reference_index":1,"source":"pdf_text","source_observed_at":"2026-08-06T22:20:14.776494Z"},"links":{"citing_paper":"/paper/2506.22122"},"observation_digest":"sha256:ea5a092e856194b4d3abee308114aad66a6969cd32a2486570294c93b185152c","observation_id":"4549a41c-367b-4595-815e-745df158bc24","resolution":{"observed_at":"2026-08-06T22:21:21.678811Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T22:21:21.368768Z","title":"Ashtiani, A","venue":null,"work_id":"28c3902c-e6cf-49eb-a2cd-16443ddb82fc","year":2022},"citing_paper":{"arxiv_id":"2506.22122","last_updated":"2025-06-27T11:00:36Z","snapshot_observed_at":"2026-08-10T05:49:51.447652Z","submitted_at":"2025-06-27T11:00:36Z","title":"In situ fine-tuning of in silico trained Optical Neural Networks","version":1},"reference_index":2,"source":"pdf_text","source_observed_at":"2026-08-06T22:20:14.835895Z"},"links":{"citing_paper":"/paper/2506.22122"},"observation_digest":"sha256:7bf552f2fba89b75eb6918689df507d5524d9edd762d93a58db4da750595a03d","observation_id":"1a93d76d-1a88-4181-8da6-dcc385857257","resolution":{"observed_at":"2026-08-06T22:21:21.462882Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T22:21:21.170144Z","title":"Borovkov.Probability theory","venue":null,"work_id":"c55329e3-9c0e-4c00-af15-3e66ba018e61","year":1999},"citing_paper":{"arxiv_id":"2506.22122","last_updated":"2025-06-27T11:00:36Z","snapshot_observed_at":"2026-08-10T05:49:51.447652Z","submitted_at":"2025-06-27T11:00:36Z","title":"In situ fine-tuning of in silico trained Optical Neural Networks","version":1},"reference_index":3,"source":"pdf_text","source_observed_at":"2026-08-06T22:20:14.945954Z"},"links":{"citing_paper":"/paper/2506.22122"},"observation_digest":"sha256:1ef15e9262e83dc6a82fbaf60b2ca6ed175a86021e5ddde9272a7d3153aaa6cd","observation_id":"ed61a82b-848a-4450-b8f4-e3597ae3fce7","resolution":{"observed_at":"2026-08-06T22:21:21.257968Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T22:21:20.975249Z","title":null,"venue":null,"work_id":"f0bc2197-47d2-4d02-844e-e5a21eca32a3","year":2022},"citing_paper":{"arxiv_id":"2506.22122","last_updated":"2025-06-27T11:00:36Z","snapshot_observed_at":"2026-08-10T05:49:51.447652Z","submitted_at":"2025-06-27T11:00:36Z","title":"In situ fine-tuning of in silico trained Optical Neural Networks","version":1},"reference_index":4,"source":"pdf_text","source_observed_at":"2026-08-06T22:20:15.016995Z"},"links":{"citing_paper":"/paper/2506.22122"},"observation_digest":"sha256:c956b2f8d79e8b0d0517498c3c6e4c7479adbb4ad3e84e2a308873996846f9f0","observation_id":"1f0c0606-b574-46ad-a152-e133ea9c4b2c","resolution":{"observed_at":"2026-08-06T22:21:21.073742Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T22:21:20.818281Z","title":"Chakraborty, G","venue":null,"work_id":"08a61e55-8665-4a91-a628-ba0425d7a71d","year":2019},"citing_paper":{"arxiv_id":"2506.22122","last_updated":"2025-06-27T11:00:36Z","snapshot_observed_at":"2026-08-10T05:49:51.447652Z","submitted_at":"2025-06-27T11:00:36Z","title":"In situ fine-tuning of in silico trained Optical Neural Networks","version":1},"reference_index":5,"source":"pdf_text","source_observed_at":"2026-08-06T22:20:15.106436Z"},"links":{"citing_paper":"/paper/2506.22122"},"observation_digest":"sha256:3bd05d9cea48c7ad9da6eebb3cabd965b032715f11fc30bbdccb4cf26337330e","observation_id":"6f775fb8-06e3-479b-8470-983c4af0bee0","resolution":{"observed_at":"2026-08-06T22:21:20.887632Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T22:21:20.640467Z","title":null,"venue":null,"work_id":"1e08f7cb-18d1-4079-b71f-753d99482190","year":2023},"citing_paper":{"arxiv_id":"2506.22122","last_updated":"2025-06-27T11:00:36Z","snapshot_observed_at":"2026-08-10T05:49:51.447652Z","submitted_at":"2025-06-27T11:00:36Z","title":"In situ fine-tuning of in silico trained Optical Neural Networks","version":1},"reference_index":6,"source":"pdf_text","source_observed_at":"2026-08-06T22:20:15.212615Z"},"links":{"citing_paper":"/paper/2506.22122"},"observation_digest":"sha256:bb335a00b78cb9ae7ea30171372acab851c4a07d83b96071d0e221c202fae552","observation_id":"ca18bfb5-65b3-4800-bed9-e050ca7403c6","resolution":{"observed_at":"2026-08-06T22:21:20.706590Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T22:21:20.436379Z","title":"Sili- conphotonicscodesignfordeeplearning","venue":null,"work_id":"79e3f0dc-6605-4930-9c72-5cb24e01240e","year":2020},"citing_paper":{"arxiv_id":"2506.22122","last_updated":"2025-06-27T11:00:36Z","snapshot_observed_at":"2026-08-10T05:49:51.447652Z","submitted_at":"2025-06-27T11:00:36Z","title":"In situ fine-tuning of in silico trained Optical Neural Networks","version":1},"reference_index":7,"source":"pdf_text","source_observed_at":"2026-08-06T22:20:15.362614Z"},"links":{"citing_paper":"/paper/2506.22122"},"observation_digest":"sha256:a795f26d9b950ea04c4a6940eea49b7cfe8df5953958ad14d19e1d2b36e32410","observation_id":"bd5030c5-2689-4e75-be86-a5c96ec83d50","resolution":{"observed_at":"2026-08-06T22:21:20.526727Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T22:21:20.249807Z","title":"Clements, P.C","venue":null,"work_id":"4e540ba3-c89d-440d-8916-94c61989bf2a","year":2016},"citing_paper":{"arxiv_id":"2506.22122","last_updated":"2025-06-27T11:00:36Z","snapshot_observed_at":"2026-08-10T05:49:51.447652Z","submitted_at":"2025-06-27T11:00:36Z","title":"In situ fine-tuning of in silico trained Optical Neural Networks","version":1},"reference_index":8,"source":"pdf_text","source_observed_at":"2026-08-06T22:20:15.499945Z"},"links":{"citing_paper":"/paper/2506.22122"},"observation_digest":"sha256:4982d7d52ab5abbaf9330c565fcdf67d52fe6bd3e7d1a5fe9879f4ec7bf4102a","observation_id":"bf5f060b-2686-4741-a749-156960d43e18","resolution":{"observed_at":"2026-08-06T22:21:20.351957Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T22:21:20.047701Z","title":"Dakalbab, M","venue":null,"work_id":"c1caf7a7-c71d-456d-89d0-f3b463e3baa4","year":2024},"citing_paper":{"arxiv_id":"2506.22122","last_updated":"2025-06-27T11:00:36Z","snapshot_observed_at":"2026-08-10T05:49:51.447652Z","submitted_at":"2025-06-27T11:00:36Z","title":"In situ fine-tuning of in silico trained Optical Neural Networks","version":1},"reference_index":9,"source":"pdf_text","source_observed_at":"2026-08-06T22:20:15.603713Z"},"links":{"citing_paper":"/paper/2506.22122"},"observation_digest":"sha256:7912dd7c1d18acfa468621072513d8987a371b55e58373de70ac6fd9e14251bd","observation_id":"44ecb2e6-ffe0-48e0-97b5-f8bb795e728f","resolution":{"observed_at":"2026-08-06T22:21:20.160841Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T22:21:19.857581Z","title":null,"venue":null,"work_id":"c0ef75a6-5f0c-45d7-bbd1-c2ef29fa1afb","year":2020},"citing_paper":{"arxiv_id":"2506.22122","last_updated":"2025-06-27T11:00:36Z","snapshot_observed_at":"2026-08-10T05:49:51.447652Z","submitted_at":"2025-06-27T11:00:36Z","title":"In situ fine-tuning of in silico trained Optical Neural Networks","version":1},"reference_index":10,"source":"pdf_text","source_observed_at":"2026-08-06T22:20:15.704910Z"},"links":{"citing_paper":"/paper/2506.22122"},"observation_digest":"sha256:eab273dfdb38bad6c2ab9fe08b56385c4d301949c59a7b9d2effcbdb94a23253","observation_id":"1c1dab9a-55a0-44be-a6c2-30fd9bf5666b","resolution":{"observed_at":"2026-08-06T22:21:19.940946Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T22:21:19.656662Z","title":"De Marinis, N","venue":null,"work_id":"b352f280-3d12-4db0-81fc-7aeeb324f7d1","year":2023},"citing_paper":{"arxiv_id":"2506.22122","last_updated":"2025-06-27T11:00:36Z","snapshot_observed_at":"2026-08-10T05:49:51.447652Z","submitted_at":"2025-06-27T11:00:36Z","title":"In situ fine-tuning of in silico trained Optical Neural Networks","version":1},"reference_index":11,"source":"pdf_text","source_observed_at":"2026-08-06T22:20:15.795658Z"},"links":{"citing_paper":"/paper/2506.22122"},"observation_digest":"sha256:2a073b341a446906c12e7096f17c092d9c0682e977ccb12a1ef603c7d777ff6a","observation_id":"c8eaa07b-091c-425d-8a97-f1c4b6635a89","resolution":{"observed_at":"2026-08-06T22:21:19.769503Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T22:21:19.418015Z","title":"Essiambre, G","venue":null,"work_id":"d46cf974-bb4d-47c6-a9bc-4d8ca0daa2fa","year":2010},"citing_paper":{"arxiv_id":"2506.22122","last_updated":"2025-06-27T11:00:36Z","snapshot_observed_at":"2026-08-10T05:49:51.447652Z","submitted_at":"2025-06-27T11:00:36Z","title":"In situ fine-tuning of in silico trained Optical Neural Networks","version":1},"reference_index":12,"source":"pdf_text","source_observed_at":"2026-08-06T22:20:15.876067Z"},"links":{"citing_paper":"/paper/2506.22122"},"observation_digest":"sha256:75d90899892cda8ad26bb1adf990e0933363ffbb96d42e11d4931103cb46f88e","observation_id":"99397d16-a1fb-4efc-8f12-14e8f64ec526","resolution":{"observed_at":"2026-08-06T22:21:19.531565Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T22:21:19.223207Z","title":"Feldmann, N","venue":null,"work_id":"5de859b5-b46a-432a-b7ef-ef0d8e4729e0","year":2021},"citing_paper":{"arxiv_id":"2506.22122","last_updated":"2025-06-27T11:00:36Z","snapshot_observed_at":"2026-08-10T05:49:51.447652Z","submitted_at":"2025-06-27T11:00:36Z","title":"In situ fine-tuning of in silico trained Optical Neural Networks","version":1},"reference_index":13,"source":"pdf_text","source_observed_at":"2026-08-06T22:20:15.954094Z"},"links":{"citing_paper":"/paper/2506.22122"},"observation_digest":"sha256:8832e7400b6a1219990bae2c3de82242c4b32d99367a14f3ae3d03799c4a57c4","observation_id":"bb8a8240-3891-432a-b78a-71c10551137c","resolution":{"observed_at":"2026-08-06T22:21:19.308146Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T22:21:19.047702Z","title":"Feldmann, N","venue":null,"work_id":"70eea56f-ff34-4f61-88df-c09d90416dcd","year":2019},"citing_paper":{"arxiv_id":"2506.22122","last_updated":"2025-06-27T11:00:36Z","snapshot_observed_at":"2026-08-10T05:49:51.447652Z","submitted_at":"2025-06-27T11:00:36Z","title":"In situ fine-tuning of in silico trained Optical Neural Networks","version":1},"reference_index":14,"source":"pdf_text","source_observed_at":"2026-08-06T22:20:15.998551Z"},"links":{"citing_paper":"/paper/2506.22122"},"observation_digest":"sha256:f20a208ec127b043de3fb5bb77d312272b3357dae101da94121f2952d10844c8","observation_id":"792c06c2-6f36-48b6-8ca9-b87afe418f23","resolution":{"observed_at":"2026-08-06T22:21:19.125272Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T22:21:18.890652Z","title":null,"venue":null,"work_id":"310126ea-051c-4907-a580-210fb6c53091","year":2022},"citing_paper":{"arxiv_id":"2506.22122","last_updated":"2025-06-27T11:00:36Z","snapshot_observed_at":"2026-08-10T05:49:51.447652Z","submitted_at":"2025-06-27T11:00:36Z","title":"In situ fine-tuning of in silico trained Optical Neural Networks","version":1},"reference_index":15,"source":"pdf_text","source_observed_at":"2026-08-06T22:20:16.049602Z"},"links":{"citing_paper":"/paper/2506.22122"},"observation_digest":"sha256:5726d2bedf6248cf771db62637dc8ed7ac9d8f625ee0e9a84bfb8cd14628caba","observation_id":"50d3cf7a-3662-4d26-ba2d-d2a3a857b310","resolution":{"observed_at":"2026-08-06T22:21:18.971914Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T22:21:18.730551Z","title":"Fldzhyan, M.Y","venue":null,"work_id":"1f1c56e2-2c1e-42c0-a0fa-1aa803c1dc38","year":2020},"citing_paper":{"arxiv_id":"2506.22122","last_updated":"2025-06-27T11:00:36Z","snapshot_observed_at":"2026-08-10T05:49:51.447652Z","submitted_at":"2025-06-27T11:00:36Z","title":"In situ fine-tuning of in silico trained Optical Neural Networks","version":1},"reference_index":16,"source":"pdf_text","source_observed_at":"2026-08-06T22:20:16.114288Z"},"links":{"citing_paper":"/paper/2506.22122"},"observation_digest":"sha256:bfd0aa3e22d00d904dab9b244fdab04ebf0f990ddfaae35ec41065882425b4ae","observation_id":"23cc3279-7f63-4f00-a6c3-79867b34ab4f","resolution":{"observed_at":"2026-08-06T22:21:18.799673Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T22:21:18.631236Z","title":"Goodfellow, Y","venue":null,"work_id":"e8aeacdf-0144-49d1-b304-a80bf044c0fd","year":2016},"citing_paper":{"arxiv_id":"2506.22122","last_updated":"2025-06-27T11:00:36Z","snapshot_observed_at":"2026-08-10T05:49:51.447652Z","submitted_at":"2025-06-27T11:00:36Z","title":"In situ fine-tuning of in silico trained Optical Neural Networks","version":1},"reference_index":17,"source":"pdf_text","source_observed_at":"2026-08-06T22:20:16.190355Z"},"links":{"citing_paper":"/paper/2506.22122"},"observation_digest":"sha256:4f71af071c1e237a99cca8707306ca60b0ac29d4edaa63dd5e6647f79220e6ad","observation_id":"1f04be70-b501-4108-b6c4-300b78dd0967","resolution":{"observed_at":"2026-08-06T22:21:18.686992Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T22:21:18.524167Z","title":null,"venue":null,"work_id":"134460ae-35d3-4689-aaac-50bdd7c698d2","year":2020},"citing_paper":{"arxiv_id":"2506.22122","last_updated":"2025-06-27T11:00:36Z","snapshot_observed_at":"2026-08-10T05:49:51.447652Z","submitted_at":"2025-06-27T11:00:36Z","title":"In situ fine-tuning of in silico trained Optical Neural Networks","version":1},"reference_index":18,"source":"pdf_text","source_observed_at":"2026-08-06T22:20:16.258679Z"},"links":{"citing_paper":"/paper/2506.22122"},"observation_digest":"sha256:16e88af3d09476d107d14398def3ff0b84761aea913abb773df65cdc52ce00b1","observation_id":"d348e88f-09a9-4f4c-a5b8-e5ca5f4d804b","resolution":{"observed_at":"2026-08-06T22:21:18.588607Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T22:21:18.419997Z","title":null,"venue":null,"work_id":"73aca84d-7b2f-4ef2-aa83-6fee46f4025c","year":2021},"citing_paper":{"arxiv_id":"2506.22122","last_updated":"2025-06-27T11:00:36Z","snapshot_observed_at":"2026-08-10T05:49:51.447652Z","submitted_at":"2025-06-27T11:00:36Z","title":"In situ fine-tuning of in silico trained Optical Neural Networks","version":1},"reference_index":19,"source":"pdf_text","source_observed_at":"2026-08-06T22:20:16.342629Z"},"links":{"citing_paper":"/paper/2506.22122"},"observation_digest":"sha256:442d270f5a84bfa3ca3ae9d755ee0ac64971a6eb352ddf80ee3b3ae81b13563f","observation_id":"4b6df0e8-0c9c-47a5-9154-1f64fdb3c851","resolution":{"observed_at":"2026-08-06T22:21:18.470392Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T22:21:18.318832Z","title":null,"venue":null,"work_id":"6ea1d38c-5208-46e2-908d-eaad15ae2b34","year":2020},"citing_paper":{"arxiv_id":"2506.22122","last_updated":"2025-06-27T11:00:36Z","snapshot_observed_at":"2026-08-10T05:49:51.447652Z","submitted_at":"2025-06-27T11:00:36Z","title":"In situ fine-tuning of in silico trained Optical Neural Networks","version":1},"reference_index":20,"source":"pdf_text","source_observed_at":"2026-08-06T22:20:16.448542Z"},"links":{"citing_paper":"/paper/2506.22122"},"observation_digest":"sha256:2d7268e38e8f752f14e602493e58ab74bd9f3fb408a92906ffc24ccfbfb8bb79","observation_id":"42974f06-fe95-49b0-8fd2-0a26cc893294","resolution":{"observed_at":"2026-08-06T22:21:18.376756Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T22:21:18.207180Z","title":null,"venue":null,"work_id":"9990707d-96b0-420c-ad75-d3cd50523831","year":2022},"citing_paper":{"arxiv_id":"2506.22122","last_updated":"2025-06-27T11:00:36Z","snapshot_observed_at":"2026-08-10T05:49:51.447652Z","submitted_at":"2025-06-27T11:00:36Z","title":"In situ fine-tuning of in silico trained Optical Neural Networks","version":1},"reference_index":21,"source":"pdf_text","source_observed_at":"2026-08-06T22:20:16.520627Z"},"links":{"citing_paper":"/paper/2506.22122"},"observation_digest":"sha256:925ec29297a1e6e3dd8b37f8b89c93d54e6cf40bbf0397e96ac940783d59b1a0","observation_id":"9ca677b4-1f91-48f4-9817-78cf35ed0331","resolution":{"observed_at":"2026-08-06T22:21:18.270284Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2010.14701","last_updated":"2020-11-06T04:16:36Z","snapshot_observed_at":"2026-07-06T10:09:17.078776Z","submitted_at":"2020-10-28T02:17:24Z","title":"Scaling Laws for Autoregressive Generative Modeling","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2010.14701","snapshot_observed_at":"2026-08-06T22:20:16.614195Z","title":"Henighan, J","venue":null,"work_id":null,"year":2010},"citing_paper":{"arxiv_id":"2506.22122","last_updated":"2025-06-27T11:00:36Z","snapshot_observed_at":"2026-08-10T05:49:51.447652Z","submitted_at":"2025-06-27T11:00:36Z","title":"In situ fine-tuning of in silico trained Optical Neural Networks","version":1},"reference_index":22,"source":"pdf_text","source_observed_at":"2026-08-06T22:20:16.614195Z"},"links":{"cited_paper":"/paper/2010.14701","citing_paper":"/paper/2506.22122"},"observation_digest":"sha256:9b5f5499056ac1c09f69cee99ff61a49666d52a00a4cf931b9d132405f5e6ee8","observation_id":"fd9dbdb4-e799-42b6-be7f-8eb577fe2d4c","resolution":{"observed_at":"2026-08-06T22:20:16.614195Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"1712.00409","last_updated":"2017-12-01T17:13:14Z","snapshot_observed_at":"2026-07-06T06:12:18.811024Z","submitted_at":"2017-12-01T17:13:14Z","title":"Deep Learning Scaling is Predictable, Empirically","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"1712.00409","snapshot_observed_at":"2026-08-06T22:20:16.667077Z","title":"Hestness, S","venue":null,"work_id":null,"year":2017},"citing_paper":{"arxiv_id":"2506.22122","last_updated":"2025-06-27T11:00:36Z","snapshot_observed_at":"2026-08-10T05:49:51.447652Z","submitted_at":"2025-06-27T11:00:36Z","title":"In situ fine-tuning of in silico trained Optical Neural Networks","version":1},"reference_index":23,"source":"pdf_text","source_observed_at":"2026-08-06T22:20:16.667077Z"},"links":{"cited_paper":"/paper/1712.00409","citing_paper":"/paper/2506.22122"},"observation_digest":"sha256:cd9b435f7751ff2ac4e4daa473c2cbf4064060ab9a52841c28da1699dd04e3fd","observation_id":"43300796-a7a1-4450-8b41-aec53e4fa4b0","resolution":{"observed_at":"2026-08-06T22:20:16.667077Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2001.08361","last_updated":"2020-01-23T03:59:20Z","snapshot_observed_at":"2026-07-06T08:52:12.656082Z","submitted_at":"2020-01-23T03:59:20Z","title":"Scaling Laws for Neural Language Models","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2001.08361","snapshot_observed_at":"2026-08-06T22:20:16.776089Z","title":"Kaplan, S","venue":null,"work_id":null,"year":2001},"citing_paper":{"arxiv_id":"2506.22122","last_updated":"2025-06-27T11:00:36Z","snapshot_observed_at":"2026-08-10T05:49:51.447652Z","submitted_at":"2025-06-27T11:00:36Z","title":"In situ fine-tuning of in silico trained Optical Neural Networks","version":1},"reference_index":24,"source":"pdf_text","source_observed_at":"2026-08-06T22:20:16.776089Z"},"links":{"cited_paper":"/paper/2001.08361","citing_paper":"/paper/2506.22122"},"observation_digest":"sha256:4e1b843514c4418f52e4669ffb713a5577dbe83be209b6654c29f13e0ec3750a","observation_id":"14ac8ccd-4f18-4332-b6de-8f39f125261e","resolution":{"observed_at":"2026-08-06T22:20:16.776089Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T22:21:18.076775Z","title":"Kirtas, A","venue":null,"work_id":"06524d9c-aeff-4cc1-b7ff-92f063969f2e","year":2022},"citing_paper":{"arxiv_id":"2506.22122","last_updated":"2025-06-27T11:00:36Z","snapshot_observed_at":"2026-08-10T05:49:51.447652Z","submitted_at":"2025-06-27T11:00:36Z","title":"In situ fine-tuning of in silico trained Optical Neural Networks","version":1},"reference_index":25,"source":"pdf_text","source_observed_at":"2026-08-06T22:20:16.881603Z"},"links":{"citing_paper":"/paper/2506.22122"},"observation_digest":"sha256:e268a2c580abe19b3b002b9a8e6a6b22c9a9bb97d6e404fd872e7e1e6187ae3c","observation_id":"83bd8ff0-ee87-46ac-a836-1b84002e4a32","resolution":{"observed_at":"2026-08-06T22:21:18.146767Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T22:21:17.976828Z","title":"Kirtas, N","venue":null,"work_id":"446535c9-d55c-460c-9aff-a2ba98d4d904","year":2022},"citing_paper":{"arxiv_id":"2506.22122","last_updated":"2025-06-27T11:00:36Z","snapshot_observed_at":"2026-08-10T05:49:51.447652Z","submitted_at":"2025-06-27T11:00:36Z","title":"In situ fine-tuning of in silico trained Optical Neural Networks","version":1},"reference_index":26,"source":"pdf_text","source_observed_at":"2026-08-06T22:20:16.951451Z"},"links":{"citing_paper":"/paper/2506.22122"},"observation_digest":"sha256:49c70451ca50b148e1ad5f93d3c3f19563857332579dfa4901e7bc649755f581","observation_id":"abc1286b-5660-4424-954d-6301a91c5157","resolution":{"observed_at":"2026-08-06T22:21:18.026549Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T22:21:17.825389Z","title":"Kirtas, N","venue":null,"work_id":"89447249-398a-4d2a-b3f7-9626f4384425","year":2023},"citing_paper":{"arxiv_id":"2506.22122","last_updated":"2025-06-27T11:00:36Z","snapshot_observed_at":"2026-08-10T05:49:51.447652Z","submitted_at":"2025-06-27T11:00:36Z","title":"In situ fine-tuning of in silico trained Optical Neural Networks","version":1},"reference_index":27,"source":"pdf_text","source_observed_at":"2026-08-06T22:21:07.645376Z"},"links":{"citing_paper":"/paper/2506.22122"},"observation_digest":"sha256:90cecbb439b86cf57c4f808b88a64ffc3307b1138d523020699cc8a21fa26435","observation_id":"8e8e6b20-306d-437d-a435-5379507f0711","resolution":{"observed_at":"2026-08-06T22:21:17.929043Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T22:21:17.620171Z","title":"Kosmella, M","venue":null,"work_id":"0a65fe86-bd22-418f-911e-3694b0ad87e1","year":2024},"citing_paper":{"arxiv_id":"2506.22122","last_updated":"2025-06-27T11:00:36Z","snapshot_observed_at":"2026-08-10T05:49:51.447652Z","submitted_at":"2025-06-27T11:00:36Z","title":"In situ fine-tuning of in silico trained Optical Neural Networks","version":1},"reference_index":28,"source":"pdf_text","source_observed_at":"2026-08-06T22:21:07.715463Z"},"links":{"citing_paper":"/paper/2506.22122"},"observation_digest":"sha256:a2f42c8850fc3e8fae43e32c74e16e6d6aa5d6dec16529230f537a4ecc1da98c","observation_id":"31f8ca45-46c8-405a-94fa-1534d768b064","resolution":{"observed_at":"2026-08-06T22:21:17.743611Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T22:21:17.431018Z","title":"Kosmella, J","venue":null,"work_id":"b221874d-8252-4374-9945-b4a0e45c8ec8","year":2023},"citing_paper":{"arxiv_id":"2506.22122","last_updated":"2025-06-27T11:00:36Z","snapshot_observed_at":"2026-08-10T05:49:51.447652Z","submitted_at":"2025-06-27T11:00:36Z","title":"In situ fine-tuning of in silico trained Optical Neural Networks","version":1},"reference_index":29,"source":"pdf_text","source_observed_at":"2026-08-06T22:21:07.809955Z"},"links":{"citing_paper":"/paper/2506.22122"},"observation_digest":"sha256:dcb2aa1cc50f52e6b74104941def653f84e8fdfd0cfbb514fe6dd893ffb6c54f","observation_id":"c318b573-cf0a-4c62-9687-ce3083178f75","resolution":{"observed_at":"2026-08-06T22:21:17.529727Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T22:21:17.265619Z","title":"Kosmella, R","venue":null,"work_id":"95e3a2b3-6489-4aba-88ea-564844d50c86","year":2024},"citing_paper":{"arxiv_id":"2506.22122","last_updated":"2025-06-27T11:00:36Z","snapshot_observed_at":"2026-08-10T05:49:51.447652Z","submitted_at":"2025-06-27T11:00:36Z","title":"In situ fine-tuning of in silico trained Optical Neural Networks","version":1},"reference_index":30,"source":"pdf_text","source_observed_at":"2026-08-06T22:21:07.909376Z"},"links":{"citing_paper":"/paper/2506.22122"},"observation_digest":"sha256:0de7d1a7b00ee214e707e652aa3408ccc76af31d62abde671f7c599e2603e542","observation_id":"a8662b9b-5198-48ac-a459-2cedd5005b15","resolution":{"observed_at":"2026-08-06T22:21:17.334577Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T22:21:17.166023Z","title":"Kushner and G","venue":null,"work_id":"442b39f9-bfda-4ee1-8250-0327daeaff63","year":2003},"citing_paper":{"arxiv_id":"2506.22122","last_updated":"2025-06-27T11:00:36Z","snapshot_observed_at":"2026-08-10T05:49:51.447652Z","submitted_at":"2025-06-27T11:00:36Z","title":"In situ fine-tuning of in silico trained Optical Neural Networks","version":1},"reference_index":31,"source":"pdf_text","source_observed_at":"2026-08-06T22:21:07.960729Z"},"links":{"citing_paper":"/paper/2506.22122"},"observation_digest":"sha256:6063a94c73735fc091e11f5e6d18398136d58e13ef749c1f1b956e3383e67ea4","observation_id":"d0d69fdd-17c7-447f-9c3d-17fd5ec88725","resolution":{"observed_at":"2026-08-06T22:21:17.202095Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T22:21:17.025340Z","title":null,"venue":null,"work_id":"5d0b6bf8-2867-4e7d-92ae-35ad542c8d0e","year":2007},"citing_paper":{"arxiv_id":"2506.22122","last_updated":"2025-06-27T11:00:36Z","snapshot_observed_at":"2026-08-10T05:49:51.447652Z","submitted_at":"2025-06-27T11:00:36Z","title":"In situ fine-tuning of in silico trained Optical Neural Networks","version":1},"reference_index":32,"source":"pdf_text","source_observed_at":"2026-08-06T22:21:07.984848Z"},"links":{"citing_paper":"/paper/2506.22122"},"observation_digest":"sha256:dcfcb921a5510dab51ba140bcbc00a21f131ecd6614b41d2d501d84fcc3cc948","observation_id":"cd16e279-4101-4129-8423-257d2ec7fd24","resolution":{"observed_at":"2026-08-06T22:21:17.097509Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"1701.07274","last_updated":"2018-11-26T04:56:31Z","snapshot_observed_at":"2026-07-06T05:27:30.168672Z","submitted_at":"2017-01-25T11:52:11Z","title":"Deep Reinforcement Learning: An Overview","version":6},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"1701.07274","snapshot_observed_at":"2026-08-06T22:21:08.079029Z","title":null,"venue":null,"work_id":null,"year":2018},"citing_paper":{"arxiv_id":"2506.22122","last_updated":"2025-06-27T11:00:36Z","snapshot_observed_at":"2026-08-10T05:49:51.447652Z","submitted_at":"2025-06-27T11:00:36Z","title":"In situ fine-tuning of in silico trained Optical Neural Networks","version":1},"reference_index":33,"source":"pdf_text","source_observed_at":"2026-08-06T22:21:08.079029Z"},"links":{"cited_paper":"/paper/1701.07274","citing_paper":"/paper/2506.22122"},"observation_digest":"sha256:93ec61dba158f451257b6f476a25806996ea1d690283aaf01647046e5cac9bb7","observation_id":"cf0c7c50-c316-40e6-8fc0-d30a76280a3e","resolution":{"observed_at":"2026-08-06T22:21:08.079029Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T22:21:16.889829Z","title":null,"venue":null,"work_id":"120498e0-d6d7-4019-b272-7a7cfd6190e6","year":2014},"citing_paper":{"arxiv_id":"2506.22122","last_updated":"2025-06-27T11:00:36Z","snapshot_observed_at":"2026-08-10T05:49:51.447652Z","submitted_at":"2025-06-27T11:00:36Z","title":"In situ fine-tuning of in silico trained Optical Neural Networks","version":1},"reference_index":34,"source":"pdf_text","source_observed_at":"2026-08-06T22:21:08.146124Z"},"links":{"citing_paper":"/paper/2506.22122"},"observation_digest":"sha256:da4291d659c87606e6fb8b2ca6a35ae196f5334cb08195f6d3074d3cbb18deaa","observation_id":"97b2aaf2-4712-4edd-9a00-9861ce7237df","resolution":{"observed_at":"2026-08-06T22:21:16.953357Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T22:21:16.767621Z","title":null,"venue":null,"work_id":"01c2fc22-7497-4dc5-b87e-6574f876d576","year":2020},"citing_paper":{"arxiv_id":"2506.22122","last_updated":"2025-06-27T11:00:36Z","snapshot_observed_at":"2026-08-10T05:49:51.447652Z","submitted_at":"2025-06-27T11:00:36Z","title":"In situ fine-tuning of in silico trained Optical Neural Networks","version":1},"reference_index":35,"source":"pdf_text","source_observed_at":"2026-08-06T22:21:08.216752Z"},"links":{"citing_paper":"/paper/2506.22122"},"observation_digest":"sha256:75b7acefaca28b080e3a77b45cf90f950ae30096cb518be39d17415c9ceaa9c4","observation_id":"3e6ee2b7-6280-4c39-98d2-91fcdab86dbb","resolution":{"observed_at":"2026-08-06T22:21:16.824674Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T22:21:16.680810Z","title":"Marchesin, M","venue":null,"work_id":"3ea1b78d-aa0c-469c-b977-d420433c2d0d","year":2025},"citing_paper":{"arxiv_id":"2506.22122","last_updated":"2025-06-27T11:00:36Z","snapshot_observed_at":"2026-08-10T05:49:51.447652Z","submitted_at":"2025-06-27T11:00:36Z","title":"In situ fine-tuning of in silico trained Optical Neural Networks","version":1},"reference_index":36,"source":"pdf_text","source_observed_at":"2026-08-06T22:21:08.234695Z"},"links":{"citing_paper":"/paper/2506.22122"},"observation_digest":"sha256:e56aa86c77d710735bde7335f272e4718b002d4d32f951e390ef7cdb611643e6","observation_id":"ed79d624-c4b4-4696-a38e-2bc4d5036f9d","resolution":{"observed_at":"2026-08-06T22:21:16.739766Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T22:21:16.458496Z","title":null,"venue":null,"work_id":"f428d525-c8d7-4d6f-a5d7-07ee5123fe37","year":2023},"citing_paper":{"arxiv_id":"2506.22122","last_updated":"2025-06-27T11:00:36Z","snapshot_observed_at":"2026-08-10T05:49:51.447652Z","submitted_at":"2025-06-27T11:00:36Z","title":"In situ fine-tuning of in silico trained Optical Neural Networks","version":1},"reference_index":37,"source":"pdf_text","source_observed_at":"2026-08-06T22:21:08.266554Z"},"links":{"citing_paper":"/paper/2506.22122"},"observation_digest":"sha256:80e2ca3b2d07cda504009932394ab5bd2c53820b6e7476a71c417afc9bf330cb","observation_id":"f7d26bcb-76d7-4f37-89d8-9ba771a1fec1","resolution":{"observed_at":"2026-08-06T22:21:16.552069Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T22:21:16.251347Z","title":null,"venue":null,"work_id":"135ee224-fc29-4403-adfe-084711672861","year":2023},"citing_paper":{"arxiv_id":"2506.22122","last_updated":"2025-06-27T11:00:36Z","snapshot_observed_at":"2026-08-10T05:49:51.447652Z","submitted_at":"2025-06-27T11:00:36Z","title":"In situ fine-tuning of in silico trained Optical Neural Networks","version":1},"reference_index":38,"source":"pdf_text","source_observed_at":"2026-08-06T22:21:08.302710Z"},"links":{"citing_paper":"/paper/2506.22122"},"observation_digest":"sha256:acfac7f3326e7dd90f545e89be3fda4b776f0ae7aca79c8bc59542cfeb692cee","observation_id":"fa1f1b3a-202b-48fb-ac66-2e9d3cf934ff","resolution":{"observed_at":"2026-08-06T22:21:16.326268Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T22:21:16.089173Z","title":"Mennella, U","venue":null,"work_id":"9a6e5ea6-00cb-433b-a5de-ea388b561e5a","year":2024},"citing_paper":{"arxiv_id":"2506.22122","last_updated":"2025-06-27T11:00:36Z","snapshot_observed_at":"2026-08-10T05:49:51.447652Z","submitted_at":"2025-06-27T11:00:36Z","title":"In situ fine-tuning of in silico trained Optical Neural Networks","version":1},"reference_index":39,"source":"pdf_text","source_observed_at":"2026-08-06T22:21:08.326811Z"},"links":{"citing_paper":"/paper/2506.22122"},"observation_digest":"sha256:5a8e0653dc0d36e248f0e8fe702bbf36126df9b3b3ac2584d367a9c1b0f9b6e8","observation_id":"54bd65fd-5c1c-4d40-9b07-8db9b141f982","resolution":{"observed_at":"2026-08-06T22:21:16.166126Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T22:21:15.908330Z","title":"Mirza, F","venue":null,"work_id":"6714ad41-a143-4a77-9255-143fc982f308","year":2022},"citing_paper":{"arxiv_id":"2506.22122","last_updated":"2025-06-27T11:00:36Z","snapshot_observed_at":"2026-08-10T05:49:51.447652Z","submitted_at":"2025-06-27T11:00:36Z","title":"In situ fine-tuning of in silico trained Optical Neural Networks","version":1},"reference_index":40,"source":"pdf_text","source_observed_at":"2026-08-06T22:21:08.365165Z"},"links":{"citing_paper":"/paper/2506.22122"},"observation_digest":"sha256:5566f308e91abb2e5180421b84553f7a03f4845f930fcafdcc306ca0ad22250a","observation_id":"180c0d77-9476-46b4-9873-8d55db1f0fb2","resolution":{"observed_at":"2026-08-06T22:21:16.004269Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T22:21:15.745325Z","title":"Miscuglio and V","venue":null,"work_id":"360a88f6-e3df-4307-8c05-cab9d583bc7a","year":2020},"citing_paper":{"arxiv_id":"2506.22122","last_updated":"2025-06-27T11:00:36Z","snapshot_observed_at":"2026-08-10T05:49:51.447652Z","submitted_at":"2025-06-27T11:00:36Z","title":"In situ fine-tuning of in silico trained Optical Neural Networks","version":1},"reference_index":41,"source":"pdf_text","source_observed_at":"2026-08-06T22:21:08.422744Z"},"links":{"citing_paper":"/paper/2506.22122"},"observation_digest":"sha256:ce54957a0a01b3a754e68e4d1b1853531e13938d999356fd29e9d3b01676a89f","observation_id":"6b8540af-3485-40c8-a2fc-11a31b7f1654","resolution":{"observed_at":"2026-08-06T22:21:15.807453Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T22:21:15.635966Z","title":"Mourgias-Alexandris, M","venue":null,"work_id":"33b36216-b3df-4141-ae16-65b91029c115","year":2022},"citing_paper":{"arxiv_id":"2506.22122","last_updated":"2025-06-27T11:00:36Z","snapshot_observed_at":"2026-08-10T05:49:51.447652Z","submitted_at":"2025-06-27T11:00:36Z","title":"In situ fine-tuning of in silico trained Optical Neural Networks","version":1},"reference_index":42,"source":"pdf_text","source_observed_at":"2026-08-06T22:21:08.476694Z"},"links":{"citing_paper":"/paper/2506.22122"},"observation_digest":"sha256:1c1e35d072c4760f9c23108335e1f3c5aab0a6229f673d04c9180fd53accad7b","observation_id":"e9f228c9-6cf5-4121-8571-ce4b3d5f652d","resolution":{"observed_at":"2026-08-06T22:21:15.698329Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T22:21:15.389406Z","title":"Mourgias-Alexandris, A","venue":null,"work_id":"f6ca7d83-b17f-4d69-8a4c-1368a0340b8d","year":2019},"citing_paper":{"arxiv_id":"2506.22122","last_updated":"2025-06-27T11:00:36Z","snapshot_observed_at":"2026-08-10T05:49:51.447652Z","submitted_at":"2025-06-27T11:00:36Z","title":"In situ fine-tuning of in silico trained Optical Neural Networks","version":1},"reference_index":43,"source":"pdf_text","source_observed_at":"2026-08-06T22:21:08.483587Z"},"links":{"citing_paper":"/paper/2506.22122"},"observation_digest":"sha256:6b11586b86ec2fefbd8ebb121a5bb50fb716a961da15ce0169adc1a2c6a312b6","observation_id":"0b94ace8-7098-4fd4-b8d1-0be83a021b31","resolution":{"observed_at":"2026-08-06T22:21:15.545061Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T22:21:15.233181Z","title":null,"venue":null,"work_id":"d1f51459-c15d-4745-9ea7-ea4883d05e3e","year":2024},"citing_paper":{"arxiv_id":"2506.22122","last_updated":"2025-06-27T11:00:36Z","snapshot_observed_at":"2026-08-10T05:49:51.447652Z","submitted_at":"2025-06-27T11:00:36Z","title":"In situ fine-tuning of in silico trained Optical Neural Networks","version":1},"reference_index":44,"source":"pdf_text","source_observed_at":"2026-08-06T22:21:08.490228Z"},"links":{"citing_paper":"/paper/2506.22122"},"observation_digest":"sha256:47f5970a271c4214d5bf2c9615aec4e99580fe31a2cc6187b27b03e8d001b289","observation_id":"9474077d-0977-4d71-8ccb-8d08b02ac77d","resolution":{"observed_at":"2026-08-06T22:21:15.294622Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T22:21:15.070803Z","title":"Oikonomou, M","venue":null,"work_id":"971edeea-e8bd-4a92-8b8f-ffe4aa092098","year":2022},"citing_paper":{"arxiv_id":"2506.22122","last_updated":"2025-06-27T11:00:36Z","snapshot_observed_at":"2026-08-10T05:49:51.447652Z","submitted_at":"2025-06-27T11:00:36Z","title":"In situ fine-tuning of in silico trained Optical Neural Networks","version":1},"reference_index":45,"source":"pdf_text","source_observed_at":"2026-08-06T22:21:08.512514Z"},"links":{"citing_paper":"/paper/2506.22122"},"observation_digest":"sha256:7c60df44eff12cc2869ecb46ac4da91e50b30c92c548f612cacbf8a311e22d8b","observation_id":"ee40862c-50c7-41ce-bba5-c1ed66216929","resolution":{"observed_at":"2026-08-06T22:21:15.163922Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T22:21:14.898219Z","title":null,"venue":null,"work_id":"63fb500f-af13-46c6-bbc4-a5b0d2e074ff","year":2021},"citing_paper":{"arxiv_id":"2506.22122","last_updated":"2025-06-27T11:00:36Z","snapshot_observed_at":"2026-08-10T05:49:51.447652Z","submitted_at":"2025-06-27T11:00:36Z","title":"In situ fine-tuning of in silico trained Optical Neural Networks","version":1},"reference_index":46,"source":"pdf_text","source_observed_at":"2026-08-06T22:21:08.558719Z"},"links":{"citing_paper":"/paper/2506.22122"},"observation_digest":"sha256:97ce82653f20de2800cc9199d89d23ec27ea5ef8232df4c3567c246f15e47eb1","observation_id":"17a7ef2f-aea7-400d-9b2f-2ceda0d9e436","resolution":{"observed_at":"2026-08-06T22:21:14.988674Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T22:21:14.729217Z","title":"Passalis, M","venue":null,"work_id":"f167c93a-486a-49ca-8e87-de83ca0a7089","year":2021},"citing_paper":{"arxiv_id":"2506.22122","last_updated":"2025-06-27T11:00:36Z","snapshot_observed_at":"2026-08-10T05:49:51.447652Z","submitted_at":"2025-06-27T11:00:36Z","title":"In situ fine-tuning of in silico trained Optical Neural Networks","version":1},"reference_index":47,"source":"pdf_text","source_observed_at":"2026-08-06T22:21:08.607966Z"},"links":{"citing_paper":"/paper/2506.22122"},"observation_digest":"sha256:d92688056a975e15004fd5f4949ea47ea5c445ee4fa694482fb7277191abd6a5","observation_id":"af6ec871-9728-4c0d-88eb-617efb12df4b","resolution":{"observed_at":"2026-08-06T22:21:14.807055Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T22:21:14.590990Z","title":"Passalis, G","venue":null,"work_id":"4f8e2910-9eec-4db9-b1ac-791d99cd802b","year":2020},"citing_paper":{"arxiv_id":"2506.22122","last_updated":"2025-06-27T11:00:36Z","snapshot_observed_at":"2026-08-10T05:49:51.447652Z","submitted_at":"2025-06-27T11:00:36Z","title":"In situ fine-tuning of in silico trained Optical Neural Networks","version":1},"reference_index":48,"source":"pdf_text","source_observed_at":"2026-08-06T22:21:08.704155Z"},"links":{"citing_paper":"/paper/2506.22122"},"observation_digest":"sha256:9a29added0bc3b2b18f2aec20ae533c240bc7dd767e8d6a0d38824841b456d1a","observation_id":"fd417a74-3c25-4d59-ac36-8ccb4f17bc32","resolution":{"observed_at":"2026-08-06T22:21:14.652110Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T22:21:14.410617Z","title":"Passalis, G","venue":null,"work_id":"a6d1bb4b-43ef-485f-b745-208e5ca34ff5","year":2021},"citing_paper":{"arxiv_id":"2506.22122","last_updated":"2025-06-27T11:00:36Z","snapshot_observed_at":"2026-08-10T05:49:51.447652Z","submitted_at":"2025-06-27T11:00:36Z","title":"In situ fine-tuning of in silico trained Optical Neural Networks","version":1},"reference_index":49,"source":"pdf_text","source_observed_at":"2026-08-06T22:21:08.735623Z"},"links":{"citing_paper":"/paper/2506.22122"},"observation_digest":"sha256:11a926d54be2883164485270a2fc0fa7d41ae13fdf6d837e58cfdade77ede8af","observation_id":"a8223875-dbc6-49b7-879c-2636c10582a6","resolution":{"observed_at":"2026-08-06T22:21:14.524612Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T22:21:14.321766Z","title":null,"venue":null,"work_id":"f5e33ec0-79a4-4265-bfe3-71d8861bde6f","year":2024},"citing_paper":{"arxiv_id":"2506.22122","last_updated":"2025-06-27T11:00:36Z","snapshot_observed_at":"2026-08-10T05:49:51.447652Z","submitted_at":"2025-06-27T11:00:36Z","title":"In situ fine-tuning of in silico trained Optical Neural Networks","version":1},"reference_index":50,"source":"pdf_text","source_observed_at":"2026-08-06T22:21:08.818475Z"},"links":{"citing_paper":"/paper/2506.22122"},"observation_digest":"sha256:38bd59f205c4abfc5e242047113eb2a2edc45a132efa0be8f9d51a08ae3ac461","observation_id":"845526cc-5bfd-4e33-aede-18c5e4ee5b03","resolution":{"observed_at":"2026-08-06T22:21:14.351746Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"1909.12673","last_updated":"2019-12-20T18:20:34Z","snapshot_observed_at":"2026-08-05T03:04:56.613105Z","submitted_at":"2019-09-27T13:27:53Z","title":"A Constructive Prediction of the Generalization Error Across Scales","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"1909.12673","snapshot_observed_at":"2026-08-06T22:21:08.886500Z","title":"Aconstructivepredic- tion of the generalization error across scales.arXiv preprint arXiv:1909.12673, 2019","venue":null,"work_id":null,"year":1909},"citing_paper":{"arxiv_id":"2506.22122","last_updated":"2025-06-27T11:00:36Z","snapshot_observed_at":"2026-08-10T05:49:51.447652Z","submitted_at":"2025-06-27T11:00:36Z","title":"In situ fine-tuning of in silico trained Optical Neural Networks","version":1},"reference_index":51,"source":"pdf_text","source_observed_at":"2026-08-06T22:21:08.886500Z"},"links":{"cited_paper":"/paper/1909.12673","citing_paper":"/paper/2506.22122"},"observation_digest":"sha256:5bd90230e60fc021319924ca3521b59f3c7452ef55e8897100a711f5760fa9f1","observation_id":"accc8f82-0199-4dae-9a8f-f0e9f376c79e","resolution":{"observed_at":"2026-08-06T22:21:08.886500Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T22:21:14.203918Z","title":"Sanders, S.C","venue":null,"work_id":"cd4d4305-7a1c-4cf5-860a-0cfc991f15d0","year":2016},"citing_paper":{"arxiv_id":"2506.22122","last_updated":"2025-06-27T11:00:36Z","snapshot_observed_at":"2026-08-10T05:49:51.447652Z","submitted_at":"2025-06-27T11:00:36Z","title":"In situ fine-tuning of in silico trained Optical Neural Networks","version":1},"reference_index":52,"source":"pdf_text","source_observed_at":"2026-08-06T22:21:08.933665Z"},"links":{"citing_paper":"/paper/2506.22122"},"observation_digest":"sha256:eae9c6c628f7e7db97aa9b7d300d290e569897318c69c75a56b31c867d9527fd","observation_id":"e7397985-7a99-4b3d-9173-d653bb603bd0","resolution":{"observed_at":"2026-08-06T22:21:14.258903Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T22:21:14.106047Z","title":"Semenova, L","venue":null,"work_id":"4ec8cb53-160f-4ad8-ba3e-9ccd89dc7f3e","year":2022},"citing_paper":{"arxiv_id":"2506.22122","last_updated":"2025-06-27T11:00:36Z","snapshot_observed_at":"2026-08-10T05:49:51.447652Z","submitted_at":"2025-06-27T11:00:36Z","title":"In situ fine-tuning of in silico trained Optical Neural Networks","version":1},"reference_index":53,"source":"pdf_text","source_observed_at":"2026-08-06T22:21:09.002879Z"},"links":{"citing_paper":"/paper/2506.22122"},"observation_digest":"sha256:01d7fcdb6a48528ef93a60ca23c1318c1c803127b97b1299d96362cc7c6dd14e","observation_id":"aa44f0aa-4864-46c5-849e-ffafbfca9f5c","resolution":{"observed_at":"2026-08-06T22:21:14.153272Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2002.02247","last_updated":"2023-03-23T15:13:14Z","snapshot_observed_at":"2026-07-06T08:55:18.040630Z","submitted_at":"2020-02-06T13:25:26Z","title":"Almost Sure Convergence of Dropout Algorithms for Neural Networks","version":2},"cited_work":{"arxiv_id":"2002.02247","doi":null,"metadata_source":"pith","pith_arxiv_id":"2002.02247","snapshot_observed_at":"2026-08-06T22:21:10.640627Z","title":"Almost Sure Convergence of Dropout Algorithms for Neural Networks","venue":"math.OC","work_id":"836c7ea7-4cea-445e-b522-4f522f8f282c","year":2020},"citing_paper":{"arxiv_id":"2506.22122","last_updated":"2025-06-27T11:00:36Z","snapshot_observed_at":"2026-08-10T05:49:51.447652Z","submitted_at":"2025-06-27T11:00:36Z","title":"In situ fine-tuning of in silico trained Optical Neural Networks","version":1},"reference_index":54,"source":"pdf_text","source_observed_at":"2026-08-06T22:21:09.057733Z"},"links":{"cited_paper":"/paper/2002.02247","citing_paper":"/paper/2506.22122"},"observation_digest":"sha256:f13dc470b1275a6073722fdfb4ade3537bbd1b55c5987e65941281e8f8b14c74","observation_id":"641057b6-dd82-4302-be06-59a9866c58b5","resolution":{"observed_at":"2026-08-06T22:21:10.710114Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T22:21:13.991748Z","title":null,"venue":null,"work_id":"dadcfe90-4009-48ae-99e6-7aa6be2e50aa","year":2021},"citing_paper":{"arxiv_id":"2506.22122","last_updated":"2025-06-27T11:00:36Z","snapshot_observed_at":"2026-08-10T05:49:51.447652Z","submitted_at":"2025-06-27T11:00:36Z","title":"In situ fine-tuning of in silico trained Optical Neural Networks","version":1},"reference_index":55,"source":"pdf_text","source_observed_at":"2026-08-06T22:21:09.142843Z"},"links":{"citing_paper":"/paper/2506.22122"},"observation_digest":"sha256:52adecc15135b76b5251f0b8a3df261b990f8f82ae78943e173d979dc41e50fb","observation_id":"03dad8de-670e-4b58-b8f5-9a913295fc5a","resolution":{"observed_at":"2026-08-06T22:21:14.074124Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T22:21:13.896350Z","title":null,"venue":null,"work_id":"3c29bb03-40f6-4f79-b5aa-0db21f32b0bd","year":2017},"citing_paper":{"arxiv_id":"2506.22122","last_updated":"2025-06-27T11:00:36Z","snapshot_observed_at":"2026-08-10T05:49:51.447652Z","submitted_at":"2025-06-27T11:00:36Z","title":"In situ fine-tuning of in silico trained Optical Neural Networks","version":1},"reference_index":56,"source":"pdf_text","source_observed_at":"2026-08-06T22:21:09.197894Z"},"links":{"citing_paper":"/paper/2506.22122"},"observation_digest":"sha256:e8d48a1d1c5eafca2acb2f86b2dd99ae3005a91d0fe8f59a1307fc310d21374d","observation_id":"859823af-8576-41db-b1e1-48873f44fe53","resolution":{"observed_at":"2026-08-06T22:21:13.941649Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T22:21:13.772147Z","title":null,"venue":null,"work_id":"c20cdcb1-7fe2-4043-baf7-4ff1b068fd3a","year":2019},"citing_paper":{"arxiv_id":"2506.22122","last_updated":"2025-06-27T11:00:36Z","snapshot_observed_at":"2026-08-10T05:49:51.447652Z","submitted_at":"2025-06-27T11:00:36Z","title":"In situ fine-tuning of in silico trained Optical Neural Networks","version":1},"reference_index":57,"source":"pdf_text","source_observed_at":"2026-08-06T22:21:09.250640Z"},"links":{"citing_paper":"/paper/2506.22122"},"observation_digest":"sha256:558ad5324175775c8a8b3f1dfe3ec929dd44c559ca9c681b5b9745f23022b703","observation_id":"7aa3f0f2-7786-45ab-a8c2-ac327f672589","resolution":{"observed_at":"2026-08-06T22:21:13.825277Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T22:21:13.632062Z","title":null,"venue":null,"work_id":"788844c2-74d4-40cc-8384-ef1fb2ec1df6","year":2020},"citing_paper":{"arxiv_id":"2506.22122","last_updated":"2025-06-27T11:00:36Z","snapshot_observed_at":"2026-08-10T05:49:51.447652Z","submitted_at":"2025-06-27T11:00:36Z","title":"In situ fine-tuning of in silico trained Optical Neural Networks","version":1},"reference_index":58,"source":"pdf_text","source_observed_at":"2026-08-06T22:21:09.315028Z"},"links":{"citing_paper":"/paper/2506.22122"},"observation_digest":"sha256:69dccb37768a52bb4cd6314b1ef086a99f203e3170beb7f34c20c2f7b288e0ba","observation_id":"cec3c1c0-099e-4316-af16-2f17c670a8d3","resolution":{"observed_at":"2026-08-06T22:21:13.695427Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T22:21:13.537282Z","title":null,"venue":null,"work_id":"92462694-50d3-4c5e-815e-2ce84bc59a47","year":2021},"citing_paper":{"arxiv_id":"2506.22122","last_updated":"2025-06-27T11:00:36Z","snapshot_observed_at":"2026-08-10T05:49:51.447652Z","submitted_at":"2025-06-27T11:00:36Z","title":"In situ fine-tuning of in silico trained Optical Neural Networks","version":1},"reference_index":59,"source":"pdf_text","source_observed_at":"2026-08-06T22:21:09.426109Z"},"links":{"citing_paper":"/paper/2506.22122"},"observation_digest":"sha256:f2267b622d18c8e28ebd39c552fb64c84230d64353133146607cb49f20af31f0","observation_id":"49396a9a-e04b-4385-ad3c-45de27e6b5ed","resolution":{"observed_at":"2026-08-06T22:21:13.580176Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T22:21:13.397468Z","title":null,"venue":null,"work_id":"86bfc0af-474b-450a-a6f7-9e196a1c770f","year":2023},"citing_paper":{"arxiv_id":"2506.22122","last_updated":"2025-06-27T11:00:36Z","snapshot_observed_at":"2026-08-10T05:49:51.447652Z","submitted_at":"2025-06-27T11:00:36Z","title":"In situ fine-tuning of in silico trained Optical Neural Networks","version":1},"reference_index":60,"source":"pdf_text","source_observed_at":"2026-08-06T22:21:09.487304Z"},"links":{"citing_paper":"/paper/2506.22122"},"observation_digest":"sha256:df3fda08a245476b2f9b5206f08ade23aea37c7ef0af082ec39b50a8abe60182","observation_id":"01a2b025-fe56-44b0-b463-85128fad3956","resolution":{"observed_at":"2026-08-06T22:21:13.489582Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T22:21:13.214511Z","title":"Sludds, S","venue":null,"work_id":"c203016e-bba6-497c-bae8-ad94ebaea333","year":2022},"citing_paper":{"arxiv_id":"2506.22122","last_updated":"2025-06-27T11:00:36Z","snapshot_observed_at":"2026-08-10T05:49:51.447652Z","submitted_at":"2025-06-27T11:00:36Z","title":"In situ fine-tuning of in silico trained Optical Neural Networks","version":1},"reference_index":61,"source":"pdf_text","source_observed_at":"2026-08-06T22:21:09.564487Z"},"links":{"citing_paper":"/paper/2506.22122"},"observation_digest":"sha256:67d0de7303fb6ad90ac628874b1d27a90cd16e2b3c61b0bc7e463cf84cafc453","observation_id":"5f482acc-101e-48ce-b87e-ecb4256437bd","resolution":{"observed_at":"2026-08-06T22:21:13.312454Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T22:21:13.109640Z","title":"Spall, X","venue":null,"work_id":"ac66063a-0535-476e-884c-08f3a79dcc98","year":2022},"citing_paper":{"arxiv_id":"2506.22122","last_updated":"2025-06-27T11:00:36Z","snapshot_observed_at":"2026-08-10T05:49:51.447652Z","submitted_at":"2025-06-27T11:00:36Z","title":"In situ fine-tuning of in silico trained Optical Neural Networks","version":1},"reference_index":62,"source":"pdf_text","source_observed_at":"2026-08-06T22:21:09.651804Z"},"links":{"citing_paper":"/paper/2506.22122"},"observation_digest":"sha256:39627339bec658b0af8d931f7b5de1e4e374112b3416d3b41c39f00bcb67a57f","observation_id":"ef01671f-2663-4e39-9651-74b6ea214ff0","resolution":{"observed_at":"2026-08-06T22:21:13.172673Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T22:21:12.868173Z","title":"Sunny, A","venue":null,"work_id":"0aba1222-3995-4427-b52a-18b378e88918","year":2021},"citing_paper":{"arxiv_id":"2506.22122","last_updated":"2025-06-27T11:00:36Z","snapshot_observed_at":"2026-08-10T05:49:51.447652Z","submitted_at":"2025-06-27T11:00:36Z","title":"In situ fine-tuning of in silico trained Optical Neural Networks","version":1},"reference_index":63,"source":"pdf_text","source_observed_at":"2026-08-06T22:21:09.678951Z"},"links":{"citing_paper":"/paper/2506.22122"},"observation_digest":"sha256:7fb82b3eece9a32b49d64efa65e4917fed1fc33b1f1841cecc1b2fabab02f23c","observation_id":"0fcf2b34-806c-49db-ae4e-e9707c279f58","resolution":{"observed_at":"2026-08-06T22:21:12.977265Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T22:21:12.746493Z","title":null,"venue":null,"work_id":"46919951-2654-455a-a80e-3a5d5162ac02","year":2017},"citing_paper":{"arxiv_id":"2506.22122","last_updated":"2025-06-27T11:00:36Z","snapshot_observed_at":"2026-08-10T05:49:51.447652Z","submitted_at":"2025-06-27T11:00:36Z","title":"In situ fine-tuning of in silico trained Optical Neural Networks","version":1},"reference_index":64,"source":"pdf_text","source_observed_at":"2026-08-06T22:21:09.737867Z"},"links":{"citing_paper":"/paper/2506.22122"},"observation_digest":"sha256:91dae38c02e06105242db4d21f5412622d9ced7283504593b38fd8808a06d5b7","observation_id":"be6e6d78-91b7-48aa-a6bd-6cd1e929e701","resolution":{"observed_at":"2026-08-06T22:21:12.806822Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T22:21:12.554383Z","title":null,"venue":null,"work_id":"4a6a7cd2-5eec-4d26-91ff-a1be76d7c169","year":2019},"citing_paper":{"arxiv_id":"2506.22122","last_updated":"2025-06-27T11:00:36Z","snapshot_observed_at":"2026-08-10T05:49:51.447652Z","submitted_at":"2025-06-27T11:00:36Z","title":"In situ fine-tuning of in silico trained Optical Neural Networks","version":1},"reference_index":65,"source":"pdf_text","source_observed_at":"2026-08-06T22:21:09.815954Z"},"links":{"citing_paper":"/paper/2506.22122"},"observation_digest":"sha256:b47364b0a470473234401b9d202d1744db4681d4cf4eccd870898cb189e5748d","observation_id":"492a910a-e0b2-4c9f-946d-296dd9a1a244","resolution":{"observed_at":"2026-08-06T22:21:12.643975Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T22:21:12.304977Z","title":"Varri, F","venue":null,"work_id":"aae69f4e-2b44-492b-8ce8-8cff1a7c8e4d","year":2024},"citing_paper":{"arxiv_id":"2506.22122","last_updated":"2025-06-27T11:00:36Z","snapshot_observed_at":"2026-08-10T05:49:51.447652Z","submitted_at":"2025-06-27T11:00:36Z","title":"In situ fine-tuning of in silico trained Optical Neural Networks","version":1},"reference_index":66,"source":"pdf_text","source_observed_at":"2026-08-06T22:21:09.882827Z"},"links":{"citing_paper":"/paper/2506.22122"},"observation_digest":"sha256:e15c3689ded90d3629274007c00ee8300956b8154b5cb7b25b62d48403506d5c","observation_id":"99825abb-92d7-4abd-a2a9-fb4fe309d198","resolution":{"observed_at":"2026-08-06T22:21:12.435792Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T22:21:12.102577Z","title":null,"venue":null,"work_id":"4e0415be-5d60-466f-95e1-61b94f00dfeb","year":2023},"citing_paper":{"arxiv_id":"2506.22122","last_updated":"2025-06-27T11:00:36Z","snapshot_observed_at":"2026-08-10T05:49:51.447652Z","submitted_at":"2025-06-27T11:00:36Z","title":"In situ fine-tuning of in silico trained Optical Neural Networks","version":1},"reference_index":67,"source":"pdf_text","source_observed_at":"2026-08-06T22:21:09.986471Z"},"links":{"citing_paper":"/paper/2506.22122"},"observation_digest":"sha256:c6524f6902e8b382f91dfa4d66ef4574e152a36412913db82efea379d0396c89","observation_id":"a8f7d5dc-213e-4798-8b69-9ef37974d9b8","resolution":{"observed_at":"2026-08-06T22:21:12.198175Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T22:21:11.868029Z","title":null,"venue":null,"work_id":"94aded82-589b-4f38-a2b5-9f7fc2bfa3f1","year":2022},"citing_paper":{"arxiv_id":"2506.22122","last_updated":"2025-06-27T11:00:36Z","snapshot_observed_at":"2026-08-10T05:49:51.447652Z","submitted_at":"2025-06-27T11:00:36Z","title":"In situ fine-tuning of in silico trained Optical Neural Networks","version":1},"reference_index":68,"source":"pdf_text","source_observed_at":"2026-08-06T22:21:10.064842Z"},"links":{"citing_paper":"/paper/2506.22122"},"observation_digest":"sha256:935f7074562a377da51b55e77e2a05f6b0b28d28010a76ed778effd7a9a1276e","observation_id":"b7ddf2f4-1e2d-4d25-b905-6e5db98edc41","resolution":{"observed_at":"2026-08-06T22:21:12.004094Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T22:21:11.724624Z","title":null,"venue":null,"work_id":"c455f24a-82f6-4503-8f2a-0be7126762c3","year":2022},"citing_paper":{"arxiv_id":"2506.22122","last_updated":"2025-06-27T11:00:36Z","snapshot_observed_at":"2026-08-10T05:49:51.447652Z","submitted_at":"2025-06-27T11:00:36Z","title":"In situ fine-tuning of in silico trained Optical Neural Networks","version":1},"reference_index":69,"source":"pdf_text","source_observed_at":"2026-08-06T22:21:10.135010Z"},"links":{"citing_paper":"/paper/2506.22122"},"observation_digest":"sha256:f7dff0ea7c6fc1e5a1f6c2b0d0448bfab2b85c96d8e0a0305d7d64e064bb0233","observation_id":"ec6f9d1e-f010-4459-a11d-251787dc8385","resolution":{"observed_at":"2026-08-06T22:21:11.748899Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T22:21:11.587953Z","title":null,"venue":null,"work_id":"c5886d3c-9409-42d7-9f07-0ec8d3723f3c","year":2024},"citing_paper":{"arxiv_id":"2506.22122","last_updated":"2025-06-27T11:00:36Z","snapshot_observed_at":"2026-08-10T05:49:51.447652Z","submitted_at":"2025-06-27T11:00:36Z","title":"In situ fine-tuning of in silico trained Optical Neural Networks","version":1},"reference_index":70,"source":"pdf_text","source_observed_at":"2026-08-06T22:21:10.187839Z"},"links":{"citing_paper":"/paper/2506.22122"},"observation_digest":"sha256:36fe874aa1e3c5c38828b5601e7e1ef6dd66850c1c6bcb3a114f013b323cbb26","observation_id":"22598bb9-17a2-441f-a250-3bfebfe35525","resolution":{"observed_at":"2026-08-06T22:21:11.650527Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T22:21:11.435641Z","title":null,"venue":null,"work_id":"83363421-09db-48a8-83c6-a4f748be1ad1","year":2021},"citing_paper":{"arxiv_id":"2506.22122","last_updated":"2025-06-27T11:00:36Z","snapshot_observed_at":"2026-08-10T05:49:51.447652Z","submitted_at":"2025-06-27T11:00:36Z","title":"In situ fine-tuning of in silico trained Optical Neural Networks","version":1},"reference_index":71,"source":"pdf_text","source_observed_at":"2026-08-06T22:21:10.233043Z"},"links":{"citing_paper":"/paper/2506.22122"},"observation_digest":"sha256:24be3e670388e98cde2d5f28a132f7a321e14189025e91e2041aad0899a983b3","observation_id":"7905a0a7-8962-43f6-b648-01c70ce9a0c4","resolution":{"observed_at":"2026-08-06T22:21:11.518470Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T22:21:11.369540Z","title":null,"venue":null,"work_id":"f58eae3a-3f10-4c24-8f9e-8b2803f82cda","year":2024},"citing_paper":{"arxiv_id":"2506.22122","last_updated":"2025-06-27T11:00:36Z","snapshot_observed_at":"2026-08-10T05:49:51.447652Z","submitted_at":"2025-06-27T11:00:36Z","title":"In situ fine-tuning of in silico trained Optical Neural Networks","version":1},"reference_index":72,"source":"pdf_text","source_observed_at":"2026-08-06T22:21:10.268427Z"},"links":{"citing_paper":"/paper/2506.22122"},"observation_digest":"sha256:fac05f3a170744933c24251769d18777d077247fdf140669959e6b5d5f3b12b3","observation_id":"b0a80225-bbdd-464b-a7dd-71ad7e8ab72b","resolution":{"observed_at":"2026-08-06T22:21:11.391435Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T22:21:11.268917Z","title":null,"venue":null,"work_id":"f6794474-56ba-487b-a5ce-91570725f2ac","year":2019},"citing_paper":{"arxiv_id":"2506.22122","last_updated":"2025-06-27T11:00:36Z","snapshot_observed_at":"2026-08-10T05:49:51.447652Z","submitted_at":"2025-06-27T11:00:36Z","title":"In situ fine-tuning of in silico trained Optical Neural Networks","version":1},"reference_index":73,"source":"pdf_text","source_observed_at":"2026-08-06T22:21:10.300778Z"},"links":{"citing_paper":"/paper/2506.22122"},"observation_digest":"sha256:a52dcc868b38c4edccead998d2061627d9c3c50babed584f0fa4766929b3b865","observation_id":"e600f795-e011-46db-9fba-9d581366a4ee","resolution":{"observed_at":"2026-08-06T22:21:11.325248Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T22:21:11.172402Z","title":null,"venue":null,"work_id":"22f75b90-2591-4a83-94d1-781749ac8c8b","year":2021},"citing_paper":{"arxiv_id":"2506.22122","last_updated":"2025-06-27T11:00:36Z","snapshot_observed_at":"2026-08-10T05:49:51.447652Z","submitted_at":"2025-06-27T11:00:36Z","title":"In situ fine-tuning of in silico trained Optical Neural Networks","version":1},"reference_index":74,"source":"pdf_text","source_observed_at":"2026-08-06T22:21:10.352277Z"},"links":{"citing_paper":"/paper/2506.22122"},"observation_digest":"sha256:3524c04d4eef9423ca396269352bb5aa5991b3ead944e67b9fc24ce9e058d7b8","observation_id":"5e3d86a7-3275-4ade-a143-cf969dd33fbf","resolution":{"observed_at":"2026-08-06T22:21:11.222747Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T22:21:11.046969Z","title":null,"venue":null,"work_id":"dbecfa15-2cde-4bc0-a9fe-43d9c4a8e84c","year":2022},"citing_paper":{"arxiv_id":"2506.22122","last_updated":"2025-06-27T11:00:36Z","snapshot_observed_at":"2026-08-10T05:49:51.447652Z","submitted_at":"2025-06-27T11:00:36Z","title":"In situ fine-tuning of in silico trained Optical Neural Networks","version":1},"reference_index":75,"source":"pdf_text","source_observed_at":"2026-08-06T22:21:10.438124Z"},"links":{"citing_paper":"/paper/2506.22122"},"observation_digest":"sha256:97ae25bd7a7fdd1455c1bb253541c05ad89281190f979a55402c76cbca099da6","observation_id":"ccb18743-10d4-49ff-ada5-c78d0608c4a1","resolution":{"observed_at":"2026-08-06T22:21:11.118807Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T22:21:10.958447Z","title":null,"venue":null,"work_id":"355f0c4b-e5bc-4324-8c18-832029d2058d","year":2023},"citing_paper":{"arxiv_id":"2506.22122","last_updated":"2025-06-27T11:00:36Z","snapshot_observed_at":"2026-08-10T05:49:51.447652Z","submitted_at":"2025-06-27T11:00:36Z","title":"In situ fine-tuning of in silico trained Optical Neural Networks","version":1},"reference_index":76,"source":"pdf_text","source_observed_at":"2026-08-06T22:21:10.514875Z"},"links":{"citing_paper":"/paper/2506.22122"},"observation_digest":"sha256:9bf88a08a73fdf90f9c1e58c89c76ecaee32d7ef18fa7c372fee8d295d818680","observation_id":"f13ad132-4b73-4d7b-8f7d-4270ea06f398","resolution":{"observed_at":"2026-08-06T22:21:11.013447Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T22:21:10.843603Z","title":"X α∈Si s−2 0 N α,{mk} T N α,{mk} − df (α) R(ℓ),{k} A(ℓ−1),{k} T # jk ; (123) and similarly, for eachjth component of theℓth bias vector, fb(ℓ) j ((X {k}, Y{k}), N{mk}) =","venue":null,"work_id":"26b4a14f-bfd7-4ec4-8ba5-7f7f2eff1ed1","year":null},"citing_paper":{"arxiv_id":"2506.22122","last_updated":"2025-06-27T11:00:36Z","snapshot_observed_at":"2026-08-10T05:49:51.447652Z","submitted_at":"2025-06-27T11:00:36Z","title":"In situ fine-tuning of in silico trained Optical Neural Networks","version":1},"reference_index":77,"source":"pdf_text","source_observed_at":"2026-08-06T22:21:10.573394Z"},"links":{"citing_paper":"/paper/2506.22122"},"observation_digest":"sha256:1c48a07a99ac365e6366017caf3dab92776350991a11eacf1a450528ebf6e2b5","observation_id":"2b591f26-32d6-41a5-9b42-aed02f6d725c","resolution":{"observed_at":"2026-08-06T22:21:10.899217Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}}],"paper":{"arxiv_id":"2506.22122","last_updated":"2025-06-27T11:00:36Z","latest_version":1,"primary_category":"cs.NE","snapshot_observed_at":"2026-08-10T05:49:51.447652Z","submitted_at":"2025-06-27T11:00:36Z","title":"In situ fine-tuning of in silico trained Optical Neural Networks"},"reference_resolution":{"displayed":77,"state_counts":{"malformed_identifier":0,"metadata_mismatch":0,"parse_uncertain":0,"unresolved":39,"verified_exact":1,"verified_fuzzy":37},"total_outbound_references":77},"refusal":"A citation records a reference. It does not transfer a finding from one paper to another.","schema":"pith.paper-citation-record.v1","standing_sources":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"thesis":"As of 10 August 2026, this Paper Citation Record lists 77 of 77 outbound references and 0 inbound Pith citation observations for arXiv:2506.22122."}