{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2025:4TB3FQFOGT32EQ4REHMXZ67YLO","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":"d3abb022dfe758fe348f17207f252b3db2208794c83b2c1baac97daf4b3fc791","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"quant-ph","submitted_at":"2025-09-02T14:41:55Z","title_canon_sha256":"33f17ac3b961ace1733eeeb4db275dca3305b63a4ca5ddcf8357de69dd592d1c"},"schema_version":"1.0","source":{"id":"2509.02374","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2509.02374","created_at":"2026-07-05T12:03:37Z"},{"alias_kind":"arxiv_version","alias_value":"2509.02374v1","created_at":"2026-07-05T12:03:37Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2509.02374","created_at":"2026-07-05T12:03:37Z"},{"alias_kind":"pith_short_12","alias_value":"4TB3FQFOGT32","created_at":"2026-07-05T12:03:37Z"},{"alias_kind":"pith_short_16","alias_value":"4TB3FQFOGT32EQ4R","created_at":"2026-07-05T12:03:37Z"},{"alias_kind":"pith_short_8","alias_value":"4TB3FQFO","created_at":"2026-07-05T12:03:37Z"}],"graph_snapshots":[{"event_id":"sha256:41f1482f8fc1b39d364eef7191c8fc358f1a8bd85ddbc317ccc4054e2aca2dc3","target":"graph","created_at":"2026-07-05T12:03:37Z","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/2509.02374/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Quantum algorithms operate on quantum states through unitary transformations in high dimensional complex Hilbert space. In this work, we propose a machine learning approach to create the quantum circuit using a single-layer complex-valued neural network. The input and ouput quantum states are provided to the network, which is trained to approximate the output state of a given quantum algorithm. To ensure that the fundamental property of unitarity is preserved throughout the training process, we employ optimization in Stiefel Manifold.","authors_text":"Mahesh Mohan M R, Sayan Manna","cross_cats":[],"headline":"","license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"quant-ph","submitted_at":"2025-09-02T14:41:55Z","title":"Quantum Circuit Design using Complex valued Neural Network in Stiefel Manifold"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2509.02374","kind":"arxiv","version":1},"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":"sha256:991be6173790e5346fe71b6785ef17fbbb781196e3abeb079fe6a9b597489362","target":"record","created_at":"2026-07-05T12:03:37Z","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":"d3abb022dfe758fe348f17207f252b3db2208794c83b2c1baac97daf4b3fc791","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"quant-ph","submitted_at":"2025-09-02T14:41:55Z","title_canon_sha256":"33f17ac3b961ace1733eeeb4db275dca3305b63a4ca5ddcf8357de69dd592d1c"},"schema_version":"1.0","source":{"id":"2509.02374","kind":"arxiv","version":1}},"canonical_sha256":"e4c3b2c0ae34f7a2439121d97cfbf85ba2474e515feb558fb7cd8988815ddd67","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"e4c3b2c0ae34f7a2439121d97cfbf85ba2474e515feb558fb7cd8988815ddd67","first_computed_at":"2026-07-05T12:03:37.287901Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T12:03:37.287901Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"a/fRlklUUhWykaZzAXrWxkCbYGDNoKGJMCFrnBQMDxnu1hsHZ0qp6zho5b9a7lFeIKoeN+LUFYpCfQ1rs3JJBw==","signature_status":"signed_v1","signed_at":"2026-07-05T12:03:37.288390Z","signed_message":"canonical_sha256_bytes"},"source_id":"2509.02374","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:991be6173790e5346fe71b6785ef17fbbb781196e3abeb079fe6a9b597489362","sha256:41f1482f8fc1b39d364eef7191c8fc358f1a8bd85ddbc317ccc4054e2aca2dc3"],"state_sha256":"2443fde9969244cf9ad2fd1a57fdb53f1fde2a851fc5dd4873753734697e01c4"}