{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2024:2WDSQRY3EJ3HOW6KWB2XNWZALG","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":"8616ff80c2ea4900c7de8a975fabc03caccfdd10e96773f3a9a9514770cca1ea","cross_cats_sorted":["cs.CC","cs.DS"],"license":"http://creativecommons.org/licenses/by-nc-sa/4.0/","primary_cat":"quant-ph","submitted_at":"2024-02-07T22:39:39Z","title_canon_sha256":"387ed84da79192741da87f1543e162866dfbe7e848fa6f41b2e24aba77c478a7"},"schema_version":"1.0","source":{"id":"2405.00012","kind":"arxiv","version":2}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2405.00012","created_at":"2026-07-05T10:38:33Z"},{"alias_kind":"arxiv_version","alias_value":"2405.00012v2","created_at":"2026-07-05T10:38:33Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2405.00012","created_at":"2026-07-05T10:38:33Z"},{"alias_kind":"pith_short_12","alias_value":"2WDSQRY3EJ3H","created_at":"2026-07-05T10:38:33Z"},{"alias_kind":"pith_short_16","alias_value":"2WDSQRY3EJ3HOW6K","created_at":"2026-07-05T10:38:33Z"},{"alias_kind":"pith_short_8","alias_value":"2WDSQRY3","created_at":"2026-07-05T10:38:33Z"}],"graph_snapshots":[{"event_id":"sha256:c4b40a542efb0d49eecf02b5204b98550de61606540a8e3fced244400fd29be7","target":"graph","created_at":"2026-07-05T10:38:33Z","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/2405.00012/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"In this paper, we develop a Lie group theoretic approach for parametric representation of unitary matrices. This leads to develop a quantum neural network framework for quantum circuit approximation of multi-qubit unitary gates. Layers of the neural networks are defined by product of exponential of certain elements of the Standard Recursive Block Basis, which we introduce as an alternative to Pauli string basis for matrix algebra of complex matrices of order $2^n$. The recursive construction of the neural networks implies that the quantum circuit approximation is scalable i.e. quantum circuit ","authors_text":"Bibhas Adhikari, Rohit Sarma Sarkar","cross_cats":["cs.CC","cs.DS"],"headline":"","license":"http://creativecommons.org/licenses/by-nc-sa/4.0/","primary_cat":"quant-ph","submitted_at":"2024-02-07T22:39:39Z","title":"A quantum neural network framework for scalable quantum circuit approximation of unitary matrices"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2405.00012","kind":"arxiv","version":2},"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":"sha256:51f20540d67495f14550eb01defa6a5411a76af2fe5c7ad9a9061dc6329b7416","target":"record","created_at":"2026-07-05T10:38:33Z","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":"8616ff80c2ea4900c7de8a975fabc03caccfdd10e96773f3a9a9514770cca1ea","cross_cats_sorted":["cs.CC","cs.DS"],"license":"http://creativecommons.org/licenses/by-nc-sa/4.0/","primary_cat":"quant-ph","submitted_at":"2024-02-07T22:39:39Z","title_canon_sha256":"387ed84da79192741da87f1543e162866dfbe7e848fa6f41b2e24aba77c478a7"},"schema_version":"1.0","source":{"id":"2405.00012","kind":"arxiv","version":2}},"canonical_sha256":"d58728471b2276775bcab07576db2059a56f7d564efba7885b423f6aaa147d0f","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"d58728471b2276775bcab07576db2059a56f7d564efba7885b423f6aaa147d0f","first_computed_at":"2026-07-05T10:38:33.020192Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T10:38:33.020192Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"G14sdTfg0FyYFLy184ocaKY7Wd5A/E2QrDfIHhgBx/flvIjxwi+ZWqRUuXVjEZfsm+13BABkNn6vbThgLdZMDA==","signature_status":"signed_v1","signed_at":"2026-07-05T10:38:33.020630Z","signed_message":"canonical_sha256_bytes"},"source_id":"2405.00012","source_kind":"arxiv","source_version":2}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:51f20540d67495f14550eb01defa6a5411a76af2fe5c7ad9a9061dc6329b7416","sha256:c4b40a542efb0d49eecf02b5204b98550de61606540a8e3fced244400fd29be7"],"state_sha256":"937d69b9613e76bed3139cde0110ba27cfc1957c1cf0e757619d86504a7706a9"}