{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2024:ATAUTUSLR3WNWNDOUEVOYEDZ4P","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":"2f50f58ca75c4a7b63d82d112eeab3d2f5d247b6bf0530f5995933f51330b470","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by-sa/4.0/","primary_cat":"cond-mat.dis-nn","submitted_at":"2024-08-10T11:59:30Z","title_canon_sha256":"b623898b70d3f5440ef830f364d8d84572310a2c6385db675b1758878a74f8c9"},"schema_version":"1.0","source":{"id":"2408.05528","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2408.05528","created_at":"2026-07-05T10:24:24Z"},{"alias_kind":"arxiv_version","alias_value":"2408.05528v1","created_at":"2026-07-05T10:24:24Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2408.05528","created_at":"2026-07-05T10:24:24Z"},{"alias_kind":"pith_short_12","alias_value":"ATAUTUSLR3WN","created_at":"2026-07-05T10:24:24Z"},{"alias_kind":"pith_short_16","alias_value":"ATAUTUSLR3WNWNDO","created_at":"2026-07-05T10:24:24Z"},{"alias_kind":"pith_short_8","alias_value":"ATAUTUSL","created_at":"2026-07-05T10:24:24Z"}],"graph_snapshots":[{"event_id":"sha256:11ba6220b043b5927158430ead539f165486494783c807ff0705faea48c06051","target":"graph","created_at":"2026-07-05T10:24:24Z","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/2408.05528/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"The microscopic understanding of the dramatic increase in viscosity of liquids when cooled towards the glass transition is a major unresolved issue in condensed matter physics. Here, we use machine learning methods to accelerate molecular dynamics simulations with first-principles accuracy for the glass-former toluene. We show that the increase in viscosity is intimately linked to the increasing number of dynamically correlated molecules $N^*$. While certain hallmark features of glassy dynamics, like physical aging, are linked to $N^*$ as well, others, like relaxation stretching, are not.","authors_text":"Florian Pabst, Stefano Baroni","cross_cats":[],"headline":"","license":"http://creativecommons.org/licenses/by-sa/4.0/","primary_cat":"cond-mat.dis-nn","submitted_at":"2024-08-10T11:59:30Z","title":"Glassy Dynamics from First-Principles Simulations"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2408.05528","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":"sha256:14e27031c9cd540dd74b480fa393133bca4485b50fd573fb2f97c668b31296ff","target":"record","created_at":"2026-07-05T10:24:24Z","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":"2f50f58ca75c4a7b63d82d112eeab3d2f5d247b6bf0530f5995933f51330b470","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by-sa/4.0/","primary_cat":"cond-mat.dis-nn","submitted_at":"2024-08-10T11:59:30Z","title_canon_sha256":"b623898b70d3f5440ef830f364d8d84572310a2c6385db675b1758878a74f8c9"},"schema_version":"1.0","source":{"id":"2408.05528","kind":"arxiv","version":1}},"canonical_sha256":"04c149d24b8eecdb346ea12aec1079e3fa496f930a42da227fdbd6ec9a6f4547","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"04c149d24b8eecdb346ea12aec1079e3fa496f930a42da227fdbd6ec9a6f4547","first_computed_at":"2026-07-05T10:24:24.045994Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T10:24:24.045994Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"tJTQcwfCIhCwDzCRRIAiUJvVG5xvQcAclULOW5YEzOxfKVpl5aV210gTskandxBQKd2NTtumMQa4wGfPmIGUAg==","signature_status":"signed_v1","signed_at":"2026-07-05T10:24:24.046718Z","signed_message":"canonical_sha256_bytes"},"source_id":"2408.05528","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:14e27031c9cd540dd74b480fa393133bca4485b50fd573fb2f97c668b31296ff","sha256:11ba6220b043b5927158430ead539f165486494783c807ff0705faea48c06051"],"state_sha256":"69902ef0adec911f7e350a26333078632b3a6ec958097be47c510045322f9de9"}