{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2024:THQQ35NW7U464JU32OETJV5HDV","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":"295e285213b489af79a45be672c3d10d0e50e4dc82e9a4df3c59c26e6c0d729e","cross_cats_sorted":["cond-mat.dis-nn","cond-mat.str-el"],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"quant-ph","submitted_at":"2024-09-05T16:18:03Z","title_canon_sha256":"3ea227f721cd9d77c671e68c9141d54ee652d1a8e1331881f8699204de3465cb"},"schema_version":"1.0","source":{"id":"2409.03665","kind":"arxiv","version":2}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2409.03665","created_at":"2026-07-05T11:44:40Z"},{"alias_kind":"arxiv_version","alias_value":"2409.03665v2","created_at":"2026-07-05T11:44:40Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2409.03665","created_at":"2026-07-05T11:44:40Z"},{"alias_kind":"pith_short_12","alias_value":"THQQ35NW7U46","created_at":"2026-07-05T11:44:40Z"},{"alias_kind":"pith_short_16","alias_value":"THQQ35NW7U464JU3","created_at":"2026-07-05T11:44:40Z"},{"alias_kind":"pith_short_8","alias_value":"THQQ35NW","created_at":"2026-07-05T11:44:40Z"}],"graph_snapshots":[{"event_id":"sha256:053e01953062a1c64f4886674f79403a786d6a059feb6be5fb5048b44b719d31","target":"graph","created_at":"2026-07-05T11:44:40Z","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/2409.03665/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Quantum reservoir computing (QRC) is a low-complexity learning paradigm that combines the inherent dynamics of input-driven many-body quantum systems with classical learning techniques for nonlinear temporal data processing. Optimizing the QRC process and computing device is a complex task due to the dependence of many-body quantum systems to various factors. To explore this, we introduce a strongly interacting spin model on random regular graphs as the quantum component and investigate the interplay between static disorder, interactions, and graph connectivity, revealing their critical impact","authors_text":"Achilleas Lazarides, Moein N. Ivaki, Tapio Ala-Nissila","cross_cats":["cond-mat.dis-nn","cond-mat.str-el"],"headline":"","license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"quant-ph","submitted_at":"2024-09-05T16:18:03Z","title":"Quantum reservoir computing on random regular graphs"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2409.03665","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":"sha256:7c4db3c069204b9d9db72aeba6668720d9087a184345c8d2a62877c972a5394e","target":"record","created_at":"2026-07-05T11:44:40Z","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":"295e285213b489af79a45be672c3d10d0e50e4dc82e9a4df3c59c26e6c0d729e","cross_cats_sorted":["cond-mat.dis-nn","cond-mat.str-el"],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"quant-ph","submitted_at":"2024-09-05T16:18:03Z","title_canon_sha256":"3ea227f721cd9d77c671e68c9141d54ee652d1a8e1331881f8699204de3465cb"},"schema_version":"1.0","source":{"id":"2409.03665","kind":"arxiv","version":2}},"canonical_sha256":"99e10df5b6fd39ee269bd38934d7a71d539f82efba863e3a590ede9c5216a7ef","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"99e10df5b6fd39ee269bd38934d7a71d539f82efba863e3a590ede9c5216a7ef","first_computed_at":"2026-07-05T11:44:40.660043Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T11:44:40.660043Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"m9geviS7tqS3cNC8ysEi25MiY8efMJWIrzOplGH5k03WGUgn4z0mJJ1ofbFdIXx5vAFxTXqgETyjn/tc+oI1DA==","signature_status":"signed_v1","signed_at":"2026-07-05T11:44:40.660501Z","signed_message":"canonical_sha256_bytes"},"source_id":"2409.03665","source_kind":"arxiv","source_version":2}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:7c4db3c069204b9d9db72aeba6668720d9087a184345c8d2a62877c972a5394e","sha256:053e01953062a1c64f4886674f79403a786d6a059feb6be5fb5048b44b719d31"],"state_sha256":"8f492758e9294319d92c4e64f7b53069bef54db203af1db28487456d585a8e7d"}