{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2017:3CNSMNJKVI7BK7E577QQHOKZJE","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":"52113e9bec158615b57255eae0ca0e48698907c655a9773808a73866edd264a0","cross_cats_sorted":["cond-mat.mes-hall"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"quant-ph","submitted_at":"2017-08-01T10:48:21Z","title_canon_sha256":"b6bf99d723ad3621843f0c6b3f685be8d30aeca4643b4c2de88e68829674fbfb"},"schema_version":"1.0","source":{"id":"1708.00238","kind":"arxiv","version":2}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"1708.00238","created_at":"2026-05-18T00:18:25Z"},{"alias_kind":"arxiv_version","alias_value":"1708.00238v2","created_at":"2026-05-18T00:18:25Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.1708.00238","created_at":"2026-05-18T00:18:25Z"},{"alias_kind":"pith_short_12","alias_value":"3CNSMNJKVI7B","created_at":"2026-05-18T12:30:58Z"},{"alias_kind":"pith_short_16","alias_value":"3CNSMNJKVI7BK7E5","created_at":"2026-05-18T12:30:58Z"},{"alias_kind":"pith_short_8","alias_value":"3CNSMNJK","created_at":"2026-05-18T12:30:58Z"}],"graph_snapshots":[{"event_id":"sha256:5132221409d131d2347d250fbe22aa6511edefbe85b715dc7b03e1568cd25569","target":"graph","created_at":"2026-05-18T00:18:25Z","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"},"paper":{"abstract_excerpt":"Composite pulses are essential for universal manipulation of singlet-triplet spin qubits. In the absence of noise, they are required to perform arbitrary single-qubit operations due to the special control constraint of a singlet-triplet qubits; while in a noisy environment, more complicated sequences have been developed to dynamically correct the error. Tailoring these sequences typically requires numerically solving a set of nonlinear equations. Here we demonstrate that these pulse sequences can be generated by a well-trained, double-layer neural network. For sequences designed for the noise-","authors_text":"Man-Hong Yung, Xin Wang, Xu-Chen Yang","cross_cats":["cond-mat.mes-hall"],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"quant-ph","submitted_at":"2017-08-01T10:48:21Z","title":"Neural-network-designed pulse sequences for robust control of singlet-triplet qubits"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"1708.00238","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":"sha256:4d5e6a66f46caa2e5c3af7e413d08335b94aed98561332815b8f4a70487a30e9","target":"record","created_at":"2026-05-18T00:18:25Z","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":"52113e9bec158615b57255eae0ca0e48698907c655a9773808a73866edd264a0","cross_cats_sorted":["cond-mat.mes-hall"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"quant-ph","submitted_at":"2017-08-01T10:48:21Z","title_canon_sha256":"b6bf99d723ad3621843f0c6b3f685be8d30aeca4643b4c2de88e68829674fbfb"},"schema_version":"1.0","source":{"id":"1708.00238","kind":"arxiv","version":2}},"canonical_sha256":"d89b26352aaa3e157c9dffe103b95949107b24853af0368aea615f8236c81f63","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"d89b26352aaa3e157c9dffe103b95949107b24853af0368aea615f8236c81f63","first_computed_at":"2026-05-18T00:18:25.721803Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-05-18T00:18:25.721803Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"7HuvDUisYULby+eyHHFeWblDH4UUH596ACQp/xaRCFn9O/G7UkANk2+xuSnxIU4Dqv4BT3OfkQjdKWegffEFCA==","signature_status":"signed_v1","signed_at":"2026-05-18T00:18:25.722301Z","signed_message":"canonical_sha256_bytes"},"source_id":"1708.00238","source_kind":"arxiv","source_version":2}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:4d5e6a66f46caa2e5c3af7e413d08335b94aed98561332815b8f4a70487a30e9","sha256:5132221409d131d2347d250fbe22aa6511edefbe85b715dc7b03e1568cd25569"],"state_sha256":"891bc9d443d139a2f7351d7161b5186a427a39427213fa76c4941970a60c59c2"}