{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2025:DOF6XD524EQ6XVAVSOITHUX6TT","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":"4240b6d9d008de5c9861da63faebc778b63bb5a53e587fd5f77501bb35154ae1","cross_cats_sorted":["cs.LG"],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"physics.space-ph","submitted_at":"2025-06-24T06:07:28Z","title_canon_sha256":"94ffd05d29908c7f72ec97437e2aec2072e55d1f59a45ccdf5846ce49dc2f7c5"},"schema_version":"1.0","source":{"id":"2506.19340","kind":"arxiv","version":3}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2506.19340","created_at":"2026-07-05T11:30:23Z"},{"alias_kind":"arxiv_version","alias_value":"2506.19340v3","created_at":"2026-07-05T11:30:23Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2506.19340","created_at":"2026-07-05T11:30:23Z"},{"alias_kind":"pith_short_12","alias_value":"DOF6XD524EQ6","created_at":"2026-07-05T11:30:23Z"},{"alias_kind":"pith_short_16","alias_value":"DOF6XD524EQ6XVAV","created_at":"2026-07-05T11:30:23Z"},{"alias_kind":"pith_short_8","alias_value":"DOF6XD52","created_at":"2026-07-05T11:30:23Z"}],"graph_snapshots":[{"event_id":"sha256:5c1ed3f42142f28dcdb3eb81d78c9f2afd2694079c737bb4501e5f967a23f5f5","target":"graph","created_at":"2026-07-05T11:30:23Z","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/2506.19340/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"We present Compressible Atmospheric Model-Network (CAM-NET), an AI model designed to predict neutral atmospheric variables from the Earth's surface to the ionosphere with high accuracy and computational efficiency. Accurate modeling of the entire atmosphere is critical for understanding the upward propagation of gravity waves, which influence upper-atmospheric dynamics and coupling across atmospheric layers. CAM-NET leverages the Spherical Fourier Neural Operator (SFNO) to capture global-scale atmospheric dynamics while preserving the Earth's spherical structure. Trained on a decade of dataset","authors_text":"Jiahui Hu, Wenjun Dong","cross_cats":["cs.LG"],"headline":"","license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"physics.space-ph","submitted_at":"2025-06-24T06:07:28Z","title":"CAM-NET: An AI Model for Whole Atmosphere with Thermosphere and Ionosphere Extension"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2506.19340","kind":"arxiv","version":3},"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":"sha256:7cdec1b21410a66e0d3e140bb95dcbe095a89a2247c8d786880a4c54fe6c0315","target":"record","created_at":"2026-07-05T11:30:23Z","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":"4240b6d9d008de5c9861da63faebc778b63bb5a53e587fd5f77501bb35154ae1","cross_cats_sorted":["cs.LG"],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"physics.space-ph","submitted_at":"2025-06-24T06:07:28Z","title_canon_sha256":"94ffd05d29908c7f72ec97437e2aec2072e55d1f59a45ccdf5846ce49dc2f7c5"},"schema_version":"1.0","source":{"id":"2506.19340","kind":"arxiv","version":3}},"canonical_sha256":"1b8beb8fbae121ebd415939133d2fe9cd16fcf7cc3ccff6fb23a7a969139d533","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"1b8beb8fbae121ebd415939133d2fe9cd16fcf7cc3ccff6fb23a7a969139d533","first_computed_at":"2026-07-05T11:30:23.576145Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T11:30:23.576145Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"oamKegONITccywbOXg0AizuOgImttEg77atZB8apBlcaBbEK95U7Vlz3yXjBqE9EXAx0RH6JR8NSNzRiteIwCQ==","signature_status":"signed_v1","signed_at":"2026-07-05T11:30:23.576659Z","signed_message":"canonical_sha256_bytes"},"source_id":"2506.19340","source_kind":"arxiv","source_version":3}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:7cdec1b21410a66e0d3e140bb95dcbe095a89a2247c8d786880a4c54fe6c0315","sha256:5c1ed3f42142f28dcdb3eb81d78c9f2afd2694079c737bb4501e5f967a23f5f5"],"state_sha256":"df13969bbf7d460d51087822328c8962a0eca4d69c63ab97aaaf338907cd7f8c"}