{"record_type":"pith_number_record","schema_url":"https://pith.science/schemas/pith-number/v1.json","pith_number":"pith:2014:DWSJBWOSGPA7U6P57OXYYU5MF6","short_pith_number":"pith:DWSJBWOS","schema_version":"1.0","canonical_sha256":"1da490d9d233c1fa79fdfbaf8c53ac2f8b1de32624cd81d6388d72c9055dcf59","source":{"kind":"arxiv","id":"1406.3149","version":1},"attestation_state":"computed","paper":{"title":"A Cascade Neural Network Architecture investigating Surface Plasmon Polaritons propagation for thin metals in OpenMP","license":"http://creativecommons.org/licenses/by-nc-sa/3.0/","headline":"","cross_cats":["cond-mat.mes-hall","cond-mat.mtrl-sci","cs.DC","cs.LG"],"primary_cat":"cs.NE","authors_text":"Christian Napoli, Emiliano Tramontana, Francesco Bonanno, Giacomo Capizzi, Giuseppe Pappalardo, Grazia Lo Sciuto","submitted_at":"2014-06-12T08:40:04Z","abstract_excerpt":"Surface plasmon polaritons (SPPs) confined along metal-dielectric interface have attracted a relevant interest in the area of ultracompact photonic circuits, photovoltaic devices and other applications due to their strong field confinement and enhancement. This paper investigates a novel cascade neural network (NN) architecture to find the dependance of metal thickness on the SPP propagation. Additionally, a novel training procedure for the proposed cascade NN has been developed using an OpenMP-based framework, thus greatly reducing training time. The performed experiments confirm the effectiv"},"verification_status":{"content_addressed":true,"pith_receipt":true,"author_attested":false,"weak_author_claims":0,"strong_author_claims":0,"externally_anchored":false,"storage_verified":false,"citation_signatures":0,"replication_records":0,"graph_snapshot":true,"references_resolved":false,"formal_links_present":false},"canonical_record":{"source":{"id":"1406.3149","kind":"arxiv","version":1},"metadata":{"license":"http://creativecommons.org/licenses/by-nc-sa/3.0/","primary_cat":"cs.NE","submitted_at":"2014-06-12T08:40:04Z","cross_cats_sorted":["cond-mat.mes-hall","cond-mat.mtrl-sci","cs.DC","cs.LG"],"title_canon_sha256":"1e5af508ac7ea5241805f00009acd3ccc0053489a2b4d48bae5f9f7b4ea02eb3","abstract_canon_sha256":"f3d22f9affc74a87935a19dd2cfb1cde22a4d0e19f72ef42e575108efecde0da"},"schema_version":"1.0"},"receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-05-18T02:49:52.920015Z","signature_b64":"gX3avOHp5hTG4hUfkcYamTPGuQqauPVtlOyvxVSqBfA35gre4kf7pNQLJWbpoqQWgo6FVOOdami7t7SFcV6PDA==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"1da490d9d233c1fa79fdfbaf8c53ac2f8b1de32624cd81d6388d72c9055dcf59","last_reissued_at":"2026-05-18T02:49:52.919538Z","signature_status":"signed_v1","first_computed_at":"2026-05-18T02:49:52.919538Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"graph_snapshot":{"paper":{"title":"A Cascade Neural Network Architecture investigating Surface Plasmon Polaritons propagation for thin metals in OpenMP","license":"http://creativecommons.org/licenses/by-nc-sa/3.0/","headline":"","cross_cats":["cond-mat.mes-hall","cond-mat.mtrl-sci","cs.DC","cs.LG"],"primary_cat":"cs.NE","authors_text":"Christian Napoli, Emiliano Tramontana, Francesco Bonanno, Giacomo Capizzi, Giuseppe Pappalardo, Grazia Lo Sciuto","submitted_at":"2014-06-12T08:40:04Z","abstract_excerpt":"Surface plasmon polaritons (SPPs) confined along metal-dielectric interface have attracted a relevant interest in the area of ultracompact photonic circuits, photovoltaic devices and other applications due to their strong field confinement and enhancement. This paper investigates a novel cascade neural network (NN) architecture to find the dependance of metal thickness on the SPP propagation. Additionally, a novel training procedure for the proposed cascade NN has been developed using an OpenMP-based framework, thus greatly reducing training time. The performed experiments confirm the effectiv"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"1406.3149","kind":"arxiv","version":1},"verdict":{"id":null,"model_set":{},"created_at":null,"strongest_claim":"","one_line_summary":"","pipeline_version":null,"weakest_assumption":"","pith_extraction_headline":""},"references":{"count":0,"sample":[],"resolved_work":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57","internal_anchors":0},"formal_canon":{"evidence_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"author_claims":{"count":0,"strong_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"builder_version":"pith-number-builder-2026-05-17-v1"},"aliases":[{"alias_kind":"arxiv","alias_value":"1406.3149","created_at":"2026-05-18T02:49:52.919606+00:00"},{"alias_kind":"arxiv_version","alias_value":"1406.3149v1","created_at":"2026-05-18T02:49:52.919606+00:00"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.1406.3149","created_at":"2026-05-18T02:49:52.919606+00:00"},{"alias_kind":"pith_short_12","alias_value":"DWSJBWOSGPA7","created_at":"2026-05-18T12:28:25.294606+00:00"},{"alias_kind":"pith_short_16","alias_value":"DWSJBWOSGPA7U6P5","created_at":"2026-05-18T12:28:25.294606+00:00"},{"alias_kind":"pith_short_8","alias_value":"DWSJBWOS","created_at":"2026-05-18T12:28:25.294606+00:00"}],"events":[],"event_summary":{},"paper_claims":[],"inbound_citations":{"count":0,"internal_anchor_count":0,"sample":[]},"formal_canon":{"evidence_count":0,"sample":[],"anchors":[]},"links":{"html":"https://pith.science/pith/DWSJBWOSGPA7U6P57OXYYU5MF6","json":"https://pith.science/pith/DWSJBWOSGPA7U6P57OXYYU5MF6.json","graph_json":"https://pith.science/api/pith-number/DWSJBWOSGPA7U6P57OXYYU5MF6/graph.json","events_json":"https://pith.science/api/pith-number/DWSJBWOSGPA7U6P57OXYYU5MF6/events.json","paper":"https://pith.science/paper/DWSJBWOS"},"agent_actions":{"view_html":"https://pith.science/pith/DWSJBWOSGPA7U6P57OXYYU5MF6","download_json":"https://pith.science/pith/DWSJBWOSGPA7U6P57OXYYU5MF6.json","view_paper":"https://pith.science/paper/DWSJBWOS","resolve_alias":"https://pith.science/api/pith-number/resolve?arxiv=1406.3149&json=true","fetch_graph":"https://pith.science/api/pith-number/DWSJBWOSGPA7U6P57OXYYU5MF6/graph.json","fetch_events":"https://pith.science/api/pith-number/DWSJBWOSGPA7U6P57OXYYU5MF6/events.json","actions":{"anchor_timestamp":"https://pith.science/pith/DWSJBWOSGPA7U6P57OXYYU5MF6/action/timestamp_anchor","attest_storage":"https://pith.science/pith/DWSJBWOSGPA7U6P57OXYYU5MF6/action/storage_attestation","attest_author":"https://pith.science/pith/DWSJBWOSGPA7U6P57OXYYU5MF6/action/author_attestation","sign_citation":"https://pith.science/pith/DWSJBWOSGPA7U6P57OXYYU5MF6/action/citation_signature","submit_replication":"https://pith.science/pith/DWSJBWOSGPA7U6P57OXYYU5MF6/action/replication_record"}},"created_at":"2026-05-18T02:49:52.919606+00:00","updated_at":"2026-05-18T02:49:52.919606+00:00"}