{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2018:JRLYC7KBHZRHC2LOYKSHNPL3JC","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":"06f2ca9bc586cf9069cb0107ae38735e2b170d7f5b8ea1b5e5ec691f1c166b32","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"quant-ph","submitted_at":"2018-03-06T11:23:02Z","title_canon_sha256":"8deaced5f1a8ba093ba2d2eb0a296eb3e60b44bb478111a7224bf8a626c94140"},"schema_version":"1.0","source":{"id":"1803.02118","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"1803.02118","created_at":"2026-05-17T23:41:37Z"},{"alias_kind":"arxiv_version","alias_value":"1803.02118v1","created_at":"2026-05-17T23:41:37Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.1803.02118","created_at":"2026-05-17T23:41:37Z"},{"alias_kind":"pith_short_12","alias_value":"JRLYC7KBHZRH","created_at":"2026-05-18T12:32:31Z"},{"alias_kind":"pith_short_16","alias_value":"JRLYC7KBHZRHC2LO","created_at":"2026-05-18T12:32:31Z"},{"alias_kind":"pith_short_8","alias_value":"JRLYC7KB","created_at":"2026-05-18T12:32:31Z"}],"graph_snapshots":[{"event_id":"sha256:05ce2114173ad50e5d4826ce0c882c78bc6c0f4e299f7b6acc537849640c3c6c","target":"graph","created_at":"2026-05-17T23:41:37Z","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"},"paper":{"abstract_excerpt":"It was recently proposed to leverage the representational power of artificial neural networks, in particular Restricted Boltzmann Machines, in order to model complex quantum states of many-body systems [Science, 355(6325), 2017]. States represented in this way, called Neural Network States (NNSs), were shown to display interesting properties like the ability to efficiently capture long-range quantum correlations. However, identifying an optimal neural network representation of a given state might be challenging, and so far this problem has been addressed with stochastic optimization techniques","authors_text":"Giovanna Morigi, Nahuel Freitas, Vedran Dunjko","cross_cats":[],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"quant-ph","submitted_at":"2018-03-06T11:23:02Z","title":"Neural Network Operations and Susuki-Trotter evolution of Neural Network States"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"1803.02118","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:adc3eaafaf3b187c4f162456f140523fc4e19951d88af7e86be7724fcdd7e89a","target":"record","created_at":"2026-05-17T23:41:37Z","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":"06f2ca9bc586cf9069cb0107ae38735e2b170d7f5b8ea1b5e5ec691f1c166b32","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"quant-ph","submitted_at":"2018-03-06T11:23:02Z","title_canon_sha256":"8deaced5f1a8ba093ba2d2eb0a296eb3e60b44bb478111a7224bf8a626c94140"},"schema_version":"1.0","source":{"id":"1803.02118","kind":"arxiv","version":1}},"canonical_sha256":"4c57817d413e6271696ec2a476bd7b48a191ac58c69909ba2d3c0898130a6853","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"4c57817d413e6271696ec2a476bd7b48a191ac58c69909ba2d3c0898130a6853","first_computed_at":"2026-05-17T23:41:37.232559Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-05-17T23:41:37.232559Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"W+u9fb+9w5qqmyKAFR4NNRS2Eb0RUzNsQYPg4pAz8emANCcmtxuYk3knTtHiJyCfqkfFI69hN/LP2wubE5PzDw==","signature_status":"signed_v1","signed_at":"2026-05-17T23:41:37.233199Z","signed_message":"canonical_sha256_bytes"},"source_id":"1803.02118","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:adc3eaafaf3b187c4f162456f140523fc4e19951d88af7e86be7724fcdd7e89a","sha256:05ce2114173ad50e5d4826ce0c882c78bc6c0f4e299f7b6acc537849640c3c6c"],"state_sha256":"edf76e4407ad42b0e8d4977b4f15bb4136d2fc4c6603ea208954f20d82ca4be0"}