{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2023:PCXZV5BJRNHDOQLKP7EV7RRMSD","short_pith_number":"pith:PCXZV5BJ","canonical_record":{"source":{"id":"2310.04166","kind":"arxiv","version":1},"metadata":{"license":"http://creativecommons.org/licenses/by-nc-sa/4.0/","primary_cat":"quant-ph","submitted_at":"2023-10-06T11:29:06Z","cross_cats_sorted":["cond-mat.dis-nn","physics.chem-ph","physics.comp-ph"],"title_canon_sha256":"e95df801155c85fb69bc65c380fbe5a94d6b301cd0671b4e87b8b0ff9374cb49","abstract_canon_sha256":"f874bf92d2c8167e7eaea4881766a99c84138ae67f4cf70fefb4db6b0befd7d4"},"schema_version":"1.0"},"canonical_sha256":"78af9af4298b4e37416a7fc95fc62c90ca9a22bb2b62ec103dcc0e66693b14bd","source":{"kind":"arxiv","id":"2310.04166","version":1},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2310.04166","created_at":"2026-07-05T06:57:59Z"},{"alias_kind":"arxiv_version","alias_value":"2310.04166v1","created_at":"2026-07-05T06:57:59Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2310.04166","created_at":"2026-07-05T06:57:59Z"},{"alias_kind":"pith_short_12","alias_value":"PCXZV5BJRNHD","created_at":"2026-07-05T06:57:59Z"},{"alias_kind":"pith_short_16","alias_value":"PCXZV5BJRNHDOQLK","created_at":"2026-07-05T06:57:59Z"},{"alias_kind":"pith_short_8","alias_value":"PCXZV5BJ","created_at":"2026-07-05T06:57:59Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2023:PCXZV5BJRNHDOQLKP7EV7RRMSD","target":"record","payload":{"canonical_record":{"source":{"id":"2310.04166","kind":"arxiv","version":1},"metadata":{"license":"http://creativecommons.org/licenses/by-nc-sa/4.0/","primary_cat":"quant-ph","submitted_at":"2023-10-06T11:29:06Z","cross_cats_sorted":["cond-mat.dis-nn","physics.chem-ph","physics.comp-ph"],"title_canon_sha256":"e95df801155c85fb69bc65c380fbe5a94d6b301cd0671b4e87b8b0ff9374cb49","abstract_canon_sha256":"f874bf92d2c8167e7eaea4881766a99c84138ae67f4cf70fefb4db6b0befd7d4"},"schema_version":"1.0"},"canonical_sha256":"78af9af4298b4e37416a7fc95fc62c90ca9a22bb2b62ec103dcc0e66693b14bd","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T06:57:59.293261Z","signature_b64":"Arg2fvDuOmIqEhAuuWgP/dc9IHTZK3Cl1fiE62LH1b7prl03d4mzCzJKQJefT3kHa7xPIliKqQy/QQk6/7SFBg==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"78af9af4298b4e37416a7fc95fc62c90ca9a22bb2b62ec103dcc0e66693b14bd","last_reissued_at":"2026-07-05T06:57:59.292738Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T06:57:59.292738Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2310.04166","source_version":1,"attestation_state":"computed"},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-07-05T06:57:59Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"b5hzqZT13VC2svH+0sLFMh0EScSQtr5zGY9+CzdyE3jn1bwlikLlQ5tVgwaodbgH1aGbO9yyDvVjVZ21FB6CDw==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-07-05T15:41:14.351810Z"},"content_sha256":"407ede2a2d9c807f9d1563878abc3791be52ad7a0f8d3ecc0597eb5d31cc1c3f","schema_version":"1.0","event_id":"sha256:407ede2a2d9c807f9d1563878abc3791be52ad7a0f8d3ecc0597eb5d31cc1c3f"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2023:PCXZV5BJRNHDOQLKP7EV7RRMSD","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"Autoregressive Neural Quantum States with Quantum Number Symmetries","license":"http://creativecommons.org/licenses/by-nc-sa/4.0/","headline":"","cross_cats":["cond-mat.dis-nn","physics.chem-ph","physics.comp-ph"],"primary_cat":"quant-ph","authors_text":"A. I. Lvovsky, Aleksei Malyshev, Juan Miguel Arrazola","submitted_at":"2023-10-06T11:29:06Z","abstract_excerpt":"Neural quantum states have established themselves as a powerful and versatile family of ansatzes for variational Monte Carlo simulations of quantum many-body systems. Of particular prominence are autoregressive neural quantum states (ANQS), which enjoy the expressibility of deep neural networks, and are equipped with a procedure for fast and unbiased sampling. Yet, the non-selective nature of autoregressive sampling makes incorporating quantum number symmetries challenging. In this work, we develop a general framework to make the autoregressive sampling compliant with an arbitrary number of qu"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2310.04166","kind":"arxiv","version":1},"verdict":{"id":null,"model_set":{},"created_at":null,"strongest_claim":"","one_line_summary":"","pipeline_version":null,"weakest_assumption":"","pith_extraction_headline":""},"integrity":{"clean":true,"summary":{"advisory":0,"critical":0,"by_detector":{},"informational":0},"endpoint":"/pith/2310.04166/integrity.json","findings":[],"available":true,"detectors_run":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938"},"references":{"count":0,"sample":[],"resolved_work":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57","internal_anchors":0},"formal_canon":{"evidence_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"author_claims":{"count":0,"strong_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"builder_version":"pith-number-builder-2026-05-17-v1"},"verdict_id":null},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-07-05T06:57:59Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"6JiJbZsioCLDIn8s/YwV25S2aXQBqtwevEeASYuK8n8Qb05lID8r8pzuOAPEJLh64YGSNxPTDKQRIElsmqoeDg==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-07-05T15:41:14.352618Z"},"content_sha256":"f2c56dcb13b3fdc1ca8c282631faac77d67392ad146db0ba9abf375251ff88af","schema_version":"1.0","event_id":"sha256:f2c56dcb13b3fdc1ca8c282631faac77d67392ad146db0ba9abf375251ff88af"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/PCXZV5BJRNHDOQLKP7EV7RRMSD/bundle.json","state_url":"https://pith.science/pith/PCXZV5BJRNHDOQLKP7EV7RRMSD/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/PCXZV5BJRNHDOQLKP7EV7RRMSD/bundle.json","status":"primary"}],"public_keys":[{"key_id":"pith-v1-2026-05","algorithm":"ed25519","format":"raw","public_key_b64":"stVStoiQhXFxp4s2pdzPNoqVNBMojDU/fJ2db5S3CbM=","public_key_hex":"b2d552b68890857171a78b36a5dccf368a953413288c353f7c9d9d6f94b709b3","fingerprint_sha256_b32_first128bits":"RVFV5Z2OI2J3ZUO7ERDEBCYNKS","fingerprint_sha256_hex":"8d4b5ee74e4693bcd1df2446408b0d54","rotates_at":null,"url":"https://pith.science/pith-signing-key.json","notes":"Pith uses this Ed25519 key to sign canonical record SHA-256 digests. Verify with: ed25519_verify(public_key, message=canonical_sha256_bytes, signature=base64decode(signature_b64))."}],"merge_version":"pith-open-graph-merge-v1","built_at":"2026-07-05T15:41:14Z","links":{"resolver":"https://pith.science/pith/PCXZV5BJRNHDOQLKP7EV7RRMSD","bundle":"https://pith.science/pith/PCXZV5BJRNHDOQLKP7EV7RRMSD/bundle.json","state":"https://pith.science/pith/PCXZV5BJRNHDOQLKP7EV7RRMSD/state.json","well_known_bundle":"https://pith.science/.well-known/pith/PCXZV5BJRNHDOQLKP7EV7RRMSD/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2023:PCXZV5BJRNHDOQLKP7EV7RRMSD","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":"f874bf92d2c8167e7eaea4881766a99c84138ae67f4cf70fefb4db6b0befd7d4","cross_cats_sorted":["cond-mat.dis-nn","physics.chem-ph","physics.comp-ph"],"license":"http://creativecommons.org/licenses/by-nc-sa/4.0/","primary_cat":"quant-ph","submitted_at":"2023-10-06T11:29:06Z","title_canon_sha256":"e95df801155c85fb69bc65c380fbe5a94d6b301cd0671b4e87b8b0ff9374cb49"},"schema_version":"1.0","source":{"id":"2310.04166","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2310.04166","created_at":"2026-07-05T06:57:59Z"},{"alias_kind":"arxiv_version","alias_value":"2310.04166v1","created_at":"2026-07-05T06:57:59Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2310.04166","created_at":"2026-07-05T06:57:59Z"},{"alias_kind":"pith_short_12","alias_value":"PCXZV5BJRNHD","created_at":"2026-07-05T06:57:59Z"},{"alias_kind":"pith_short_16","alias_value":"PCXZV5BJRNHDOQLK","created_at":"2026-07-05T06:57:59Z"},{"alias_kind":"pith_short_8","alias_value":"PCXZV5BJ","created_at":"2026-07-05T06:57:59Z"}],"graph_snapshots":[{"event_id":"sha256:f2c56dcb13b3fdc1ca8c282631faac77d67392ad146db0ba9abf375251ff88af","target":"graph","created_at":"2026-07-05T06:57:59Z","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/2310.04166/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Neural quantum states have established themselves as a powerful and versatile family of ansatzes for variational Monte Carlo simulations of quantum many-body systems. Of particular prominence are autoregressive neural quantum states (ANQS), which enjoy the expressibility of deep neural networks, and are equipped with a procedure for fast and unbiased sampling. Yet, the non-selective nature of autoregressive sampling makes incorporating quantum number symmetries challenging. In this work, we develop a general framework to make the autoregressive sampling compliant with an arbitrary number of qu","authors_text":"A. I. Lvovsky, Aleksei Malyshev, Juan Miguel Arrazola","cross_cats":["cond-mat.dis-nn","physics.chem-ph","physics.comp-ph"],"headline":"","license":"http://creativecommons.org/licenses/by-nc-sa/4.0/","primary_cat":"quant-ph","submitted_at":"2023-10-06T11:29:06Z","title":"Autoregressive Neural Quantum States with Quantum Number Symmetries"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2310.04166","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":"sha256:407ede2a2d9c807f9d1563878abc3791be52ad7a0f8d3ecc0597eb5d31cc1c3f","target":"record","created_at":"2026-07-05T06:57:59Z","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":"f874bf92d2c8167e7eaea4881766a99c84138ae67f4cf70fefb4db6b0befd7d4","cross_cats_sorted":["cond-mat.dis-nn","physics.chem-ph","physics.comp-ph"],"license":"http://creativecommons.org/licenses/by-nc-sa/4.0/","primary_cat":"quant-ph","submitted_at":"2023-10-06T11:29:06Z","title_canon_sha256":"e95df801155c85fb69bc65c380fbe5a94d6b301cd0671b4e87b8b0ff9374cb49"},"schema_version":"1.0","source":{"id":"2310.04166","kind":"arxiv","version":1}},"canonical_sha256":"78af9af4298b4e37416a7fc95fc62c90ca9a22bb2b62ec103dcc0e66693b14bd","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"78af9af4298b4e37416a7fc95fc62c90ca9a22bb2b62ec103dcc0e66693b14bd","first_computed_at":"2026-07-05T06:57:59.292738Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T06:57:59.292738Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"Arg2fvDuOmIqEhAuuWgP/dc9IHTZK3Cl1fiE62LH1b7prl03d4mzCzJKQJefT3kHa7xPIliKqQy/QQk6/7SFBg==","signature_status":"signed_v1","signed_at":"2026-07-05T06:57:59.293261Z","signed_message":"canonical_sha256_bytes"},"source_id":"2310.04166","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:407ede2a2d9c807f9d1563878abc3791be52ad7a0f8d3ecc0597eb5d31cc1c3f","sha256:f2c56dcb13b3fdc1ca8c282631faac77d67392ad146db0ba9abf375251ff88af"],"state_sha256":"ec0931fc1d7681b769d86e6ce4ece241d73d89d90cb89f1c5e2ba29cf15d3c45"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"TAo/r3L+hZnsDmJh45RciEwSRSJD6LY7ImXnKTDsBFuWKdNAJT4qzXMQPGO4dWMP1ev7zQgXCnXPQdfj8QvWBQ==","signed_message":"bundle_sha256_bytes","signed_at":"2026-07-05T15:41:14.356205Z","bundle_sha256":"c96d2f6d04d82727b6f1bd5a659e0aaf30abe2ab948f64313f51f891052454b9"}}