{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2024:XPSHUH4VJJLX2OLQBFSWRJRWBL","merge_version":"pith-open-graph-merge-v1","event_count":2,"valid_event_count":2,"invalid_event_count":0,"equivocation_count":0,"current":{"canonical_record":{"metadata":{"abstract_canon_sha256":"09d4356273a88c99ac8a75a4d0dc1178af86f5f34319d2c6647a3cb6d5e30fe4","cross_cats_sorted":["cs.AI","cs.ET","cs.LG"],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"quant-ph","submitted_at":"2024-06-25T15:17:01Z","title_canon_sha256":"1c62cc73632096efc306cb202f6b8c5f6bc015fa1c99146a74d75771bf117753"},"schema_version":"1.0","source":{"id":"2406.17630","kind":"arxiv","version":3}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2406.17630","created_at":"2026-07-05T09:47:55Z"},{"alias_kind":"arxiv_version","alias_value":"2406.17630v3","created_at":"2026-07-05T09:47:55Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2406.17630","created_at":"2026-07-05T09:47:55Z"},{"alias_kind":"pith_short_12","alias_value":"XPSHUH4VJJLX","created_at":"2026-07-05T09:47:55Z"},{"alias_kind":"pith_short_16","alias_value":"XPSHUH4VJJLX2OLQ","created_at":"2026-07-05T09:47:55Z"},{"alias_kind":"pith_short_8","alias_value":"XPSHUH4V","created_at":"2026-07-05T09:47:55Z"}],"graph_snapshots":[{"event_id":"sha256:4c46e8323cc0760fd96c1d25d9534b497cbe5abb18df15b2e48f043e0fcc1b86","target":"graph","created_at":"2026-07-05T09:47:55Z","signer":{"key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signer_id":"pith.science","signer_type":"pith_registry"},"payload":{"graph_snapshot":{"author_claims":{"count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57","strong_count":0},"builder_version":"pith-number-builder-2026-05-17-v1","claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"formal_canon":{"evidence_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"integrity":{"available":true,"clean":true,"detectors_run":[],"endpoint":"/pith/2406.17630/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Quantum architecture Search (QAS) is a promising direction for optimization and automated design of quantum circuits towards quantum advantage. Recent techniques in QAS emphasize Multi-Layer Perceptron (MLP)-based deep Q-networks. However, their interpretability remains challenging due to the large number of learnable parameters and the complexities involved in selecting appropriate activation functions. In this work, to overcome these challenges, we utilize the Kolmogorov-Arnold Network (KAN) in the QAS algorithm, analyzing their efficiency in the task of quantum state preparation and quantum","authors_text":"Abhishek Sadhu, Akash Kundu, Aritra Sarkar","cross_cats":["cs.AI","cs.ET","cs.LG"],"headline":"","license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"quant-ph","submitted_at":"2024-06-25T15:17:01Z","title":"KANQAS: Kolmogorov-Arnold Network for Quantum Architecture Search"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2406.17630","kind":"arxiv","version":3},"verdict":{"created_at":null,"id":null,"model_set":{},"one_line_summary":"","pipeline_version":null,"pith_extraction_headline":"","strongest_claim":"","weakest_assumption":""}},"verdict_id":null}}],"author_attestations":[],"timestamp_anchors":[],"storage_attestations":[],"citation_signatures":[],"replication_records":[],"corrections":[],"mirror_hints":[],"record_created":{"event_id":"sha256:9802e764c20d120272e744e3e4898514d74b76b01d629a6c7d511398448422c1","target":"record","created_at":"2026-07-05T09:47:55Z","signer":{"key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signer_id":"pith.science","signer_type":"pith_registry"},"payload":{"attestation_state":"computed","canonical_record":{"metadata":{"abstract_canon_sha256":"09d4356273a88c99ac8a75a4d0dc1178af86f5f34319d2c6647a3cb6d5e30fe4","cross_cats_sorted":["cs.AI","cs.ET","cs.LG"],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"quant-ph","submitted_at":"2024-06-25T15:17:01Z","title_canon_sha256":"1c62cc73632096efc306cb202f6b8c5f6bc015fa1c99146a74d75771bf117753"},"schema_version":"1.0","source":{"id":"2406.17630","kind":"arxiv","version":3}},"canonical_sha256":"bbe47a1f954a577d3970096568a6360af853fb10d824ea8b441b032033ef649a","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"bbe47a1f954a577d3970096568a6360af853fb10d824ea8b441b032033ef649a","first_computed_at":"2026-07-05T09:47:55.645232Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T09:47:55.645232Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"7HXZFH2qo1xPWGejacHIgv6xGUyxivkSWYZ5dO/hidQpFQ4gUex52/sDUx0wXMUxG4jfxguR9Ck6MlN6LtbKCQ==","signature_status":"signed_v1","signed_at":"2026-07-05T09:47:55.645656Z","signed_message":"canonical_sha256_bytes"},"source_id":"2406.17630","source_kind":"arxiv","source_version":3}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:9802e764c20d120272e744e3e4898514d74b76b01d629a6c7d511398448422c1","sha256:4c46e8323cc0760fd96c1d25d9534b497cbe5abb18df15b2e48f043e0fcc1b86"],"state_sha256":"0816f7fcef281461362a3bcc94c3d7909a202543f3cc26f1cf308b25d6bd3e4a"}