{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2023:HJULM3FZVOKVJTIU5UROLEI4DB","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":"75d97fa31c68e3a6ea6adbf1bb55e5d835aa01da3fd2d837d0c501cb900afa36","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"astro-ph.CO","submitted_at":"2023-05-20T16:08:20Z","title_canon_sha256":"de33a1d722245a7ee2a3031f64c7781e6bea8e54a1e068903d4d7ba6037ff0a4"},"schema_version":"1.0","source":{"id":"2305.12222","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2305.12222","created_at":"2026-07-05T10:12:55Z"},{"alias_kind":"arxiv_version","alias_value":"2305.12222v1","created_at":"2026-07-05T10:12:55Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2305.12222","created_at":"2026-07-05T10:12:55Z"},{"alias_kind":"pith_short_12","alias_value":"HJULM3FZVOKV","created_at":"2026-07-05T10:12:55Z"},{"alias_kind":"pith_short_16","alias_value":"HJULM3FZVOKVJTIU","created_at":"2026-07-05T10:12:55Z"},{"alias_kind":"pith_short_8","alias_value":"HJULM3FZ","created_at":"2026-07-05T10:12:55Z"}],"graph_snapshots":[{"event_id":"sha256:4daea1396fc2c161b6f880624210f464903b27f241f7ebe9e72dc59fb30a4b88","target":"graph","created_at":"2026-07-05T10:12:55Z","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/2305.12222/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"In this work, we extend our recently developed super-resolution (SR) model for cosmological simulations to produce fully time consistent evolving representations of the particle phase-space distribution. We employ a style-based constrained generative adversarial network (Style-GAN) where the changing cosmic time is an input style parameter to the network. The matter power spectrum and halo mass function agree well with results from high-resolution N-body simulations over the full trained redshift range ($10 \\le z \\le 0$). Furthermore, we assess the temporal consistency of our SR model by const","authors_text":"Patrick LaChance, Rupert A.C. Croft, Simeon Bird, Tiziana Di Matteo, Xiaowen Zhang, Yin Li, Yueying Ni, Yu Feng","cross_cats":[],"headline":"","license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"astro-ph.CO","submitted_at":"2023-05-20T16:08:20Z","title":"AI-assisted super-resolution cosmological simulations III: Time evolution"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2305.12222","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":"sha256:085a811305ba3f58f81f17af98a9b4d9e9a43b8c52099c78587b9acf776be03b","target":"record","created_at":"2026-07-05T10:12:55Z","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":"75d97fa31c68e3a6ea6adbf1bb55e5d835aa01da3fd2d837d0c501cb900afa36","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"astro-ph.CO","submitted_at":"2023-05-20T16:08:20Z","title_canon_sha256":"de33a1d722245a7ee2a3031f64c7781e6bea8e54a1e068903d4d7ba6037ff0a4"},"schema_version":"1.0","source":{"id":"2305.12222","kind":"arxiv","version":1}},"canonical_sha256":"3a68b66cb9ab9554cd14ed22e5911c18704163b6e7d9d823288d33afe7beb61c","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"3a68b66cb9ab9554cd14ed22e5911c18704163b6e7d9d823288d33afe7beb61c","first_computed_at":"2026-07-05T10:12:55.615930Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T10:12:55.615930Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"+DeZFgZ9MecJkF0z1Vpv6SKStg1c9JrGCRK03PpEPcjwADnzeL3sWLdgJbqtBqWLGQSjI7TGmKt0NqL9an7UAg==","signature_status":"signed_v1","signed_at":"2026-07-05T10:12:55.616362Z","signed_message":"canonical_sha256_bytes"},"source_id":"2305.12222","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:085a811305ba3f58f81f17af98a9b4d9e9a43b8c52099c78587b9acf776be03b","sha256:4daea1396fc2c161b6f880624210f464903b27f241f7ebe9e72dc59fb30a4b88"],"state_sha256":"390851403cd4b179c9fe23ded2a53715ce1eef7d332a23f30f08626125165994"}