{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2026:ARUOACHCX7VTC7FMIQFFSW4UD2","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":"6d01624db22cdbcb5558cad0923127c99a312898321cc07b5bf64c5065f858b8","cross_cats_sorted":["cs.LG"],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"physics.chem-ph","submitted_at":"2026-02-16T17:59:44Z","title_canon_sha256":"d24944358f56b151f5bb4c0635145001fd48593d6423b6899d9449f6f984e2fd"},"schema_version":"1.0","source":{"id":"2602.14975","kind":"arxiv","version":3}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2602.14975","created_at":"2026-05-29T02:05:41Z"},{"alias_kind":"arxiv_version","alias_value":"2602.14975v3","created_at":"2026-05-29T02:05:41Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2602.14975","created_at":"2026-05-29T02:05:41Z"},{"alias_kind":"pith_short_12","alias_value":"ARUOACHCX7VT","created_at":"2026-05-29T02:05:41Z"},{"alias_kind":"pith_short_16","alias_value":"ARUOACHCX7VTC7FM","created_at":"2026-05-29T02:05:41Z"},{"alias_kind":"pith_short_8","alias_value":"ARUOACHC","created_at":"2026-05-29T02:05:41Z"}],"graph_snapshots":[{"event_id":"sha256:6ab0d84382b69816b5ac832eade12d1d2854455224909612468bdb6fb9362d90","target":"graph","created_at":"2026-05-29T02:05:41Z","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/2602.14975/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Following our previous work (J. Phys. Chem. Lett., 2026, 17, 5, 1288-1295), we propose the DMTS-NC approach, a distilled multi-time-step (DMTS) strategy using non-conservative (NC) forces to further accelerate atomistic molecular dynamics simulations using foundation neural network models such as FeNNix-Bio1. There, a dual-level reversible reference system propagator algorithm (RESPA) formalism couples a target accurate conservative potential to a simplified distilled representation optimized for the production of non-conservative forces. Despite being non-conservative, the distilled architect","authors_text":"C\\^ome Cattin, Jean-Philip Piquemal, Louis Lagard\\`ere, Nicola\\\"i Gouraud, Olivier Adjoua, Thomas Pl\\'e","cross_cats":["cs.LG"],"headline":"","license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"physics.chem-ph","submitted_at":"2026-02-16T17:59:44Z","title":"Faster Molecular Dynamics with Neural Network Potentials via Distilled Multiple Time-Stepping and Non-Conservative Forces"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2602.14975","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":"sha256:86a18de7c2c875c853c12debbf4e2395e4c8f5a2311f4ab52ea7902f5138855c","target":"record","created_at":"2026-05-29T02:05:41Z","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":"6d01624db22cdbcb5558cad0923127c99a312898321cc07b5bf64c5065f858b8","cross_cats_sorted":["cs.LG"],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"physics.chem-ph","submitted_at":"2026-02-16T17:59:44Z","title_canon_sha256":"d24944358f56b151f5bb4c0635145001fd48593d6423b6899d9449f6f984e2fd"},"schema_version":"1.0","source":{"id":"2602.14975","kind":"arxiv","version":3}},"canonical_sha256":"0468e008e2bfeb317cac440a595b941eb207a7cc37d333dda97cb8dc0ae5e0fb","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"0468e008e2bfeb317cac440a595b941eb207a7cc37d333dda97cb8dc0ae5e0fb","first_computed_at":"2026-05-29T02:05:41.467657Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-05-29T02:05:41.467657Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"EqdhjHt4hTeqGsrSWydTfwP7zaaJA1To0+5P3P+6NL/NFFdEMfTEPo34SXQz4e0MrtNp+nlOQUFUv67QI1jqDg==","signature_status":"signed_v1","signed_at":"2026-05-29T02:05:41.468492Z","signed_message":"canonical_sha256_bytes"},"source_id":"2602.14975","source_kind":"arxiv","source_version":3}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:86a18de7c2c875c853c12debbf4e2395e4c8f5a2311f4ab52ea7902f5138855c","sha256:6ab0d84382b69816b5ac832eade12d1d2854455224909612468bdb6fb9362d90"],"state_sha256":"169964df98e9571c1fd8e3ca64e533b8ac391cc878ee5ab287f2ded988bd6174"}