{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2025:SBC2FFS6AYVBKTX7OXDQYPZEFX","short_pith_number":"pith:SBC2FFS6","canonical_record":{"source":{"id":"2503.20243","kind":"arxiv","version":2},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cond-mat.mtrl-sci","submitted_at":"2025-03-26T05:17:42Z","cross_cats_sorted":[],"title_canon_sha256":"739ec7b9be738165348af5d054504d965accd89fdc35e027a52994ad2be50aee","abstract_canon_sha256":"98b9bc86b5514833a4da72dfd00ade33562360d80893541f01a064d77bf25572"},"schema_version":"1.0"},"canonical_sha256":"9045a2965e062a154eff75c70c3f242dd44c57e99cea732d118ba1086643949d","source":{"kind":"arxiv","id":"2503.20243","version":2},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2503.20243","created_at":"2026-07-05T10:41:23Z"},{"alias_kind":"arxiv_version","alias_value":"2503.20243v2","created_at":"2026-07-05T10:41:23Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2503.20243","created_at":"2026-07-05T10:41:23Z"},{"alias_kind":"pith_short_12","alias_value":"SBC2FFS6AYVB","created_at":"2026-07-05T10:41:23Z"},{"alias_kind":"pith_short_16","alias_value":"SBC2FFS6AYVBKTX7","created_at":"2026-07-05T10:41:23Z"},{"alias_kind":"pith_short_8","alias_value":"SBC2FFS6","created_at":"2026-07-05T10:41:23Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2025:SBC2FFS6AYVBKTX7OXDQYPZEFX","target":"record","payload":{"canonical_record":{"source":{"id":"2503.20243","kind":"arxiv","version":2},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cond-mat.mtrl-sci","submitted_at":"2025-03-26T05:17:42Z","cross_cats_sorted":[],"title_canon_sha256":"739ec7b9be738165348af5d054504d965accd89fdc35e027a52994ad2be50aee","abstract_canon_sha256":"98b9bc86b5514833a4da72dfd00ade33562360d80893541f01a064d77bf25572"},"schema_version":"1.0"},"canonical_sha256":"9045a2965e062a154eff75c70c3f242dd44c57e99cea732d118ba1086643949d","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T10:41:23.313160Z","signature_b64":"gXi4FjaOPv1RyDRIjwoft5MeS6xBsr1dS+NqXh1+DAw0cNJVQKrqZ9Ubiu8GZrC8YJo3FV/aISpSTE+SOo9ABA==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"9045a2965e062a154eff75c70c3f242dd44c57e99cea732d118ba1086643949d","last_reissued_at":"2026-07-05T10:41:23.312622Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T10:41:23.312622Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2503.20243","source_version":2,"attestation_state":"computed"},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-07-05T10:41:23Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"SEFKhF0YZJ7zvc7s+STICoItiLC7333TYcyFsnyV7p+N3KJO+RENmKz+1xgfkVQGiRhMRsK3Opm+XfB09KiPDw==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-07-11T15:10:53.193125Z"},"content_sha256":"df5059a9e94248aa97d48dbce14c16e9e7639b797b4b1fd4f298d6785c6cb722","schema_version":"1.0","event_id":"sha256:df5059a9e94248aa97d48dbce14c16e9e7639b797b4b1fd4f298d6785c6cb722"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2025:SBC2FFS6AYVBKTX7OXDQYPZEFX","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"Structural and transport properties of LiTFSI/G3 electrolyte with machine-learned molecular dynamics","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":[],"primary_cat":"cond-mat.mtrl-sci","authors_text":"Chenyang Cao, Liyi Bai, Ping Qian, Shuo Cao, Yanzhou Wang, Ye Su, Zheyong Fan","submitted_at":"2025-03-26T05:17:42Z","abstract_excerpt":"The lithium bis(trifluoromethylsulfonyl)azanide-triglyme electrolyte plays a critical role in the performance of lithium-ion batteries. However, its solvation structure and transport properties at the atomic scale remain incompletely understood. In this study, we develop an efficient and accurate neuroevolution potential (NEP) model by integrating bootstrap and active learning strategies. Using machine-learned NEP-driven molecular dynamics simulations, we explore the structural and diffusion properties of LiTFSI/G3 across a wide range of the solute-to-solvent ratios, systematically analyzing e"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2503.20243","kind":"arxiv","version":2},"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/2503.20243/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":"2026-07-05T10:41:23Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"kLIiECPuBL9dMBChDNnEh+CsBd01wY0Fe5CBe+6pgK9HlCwOU+cw8WaMU+/56VIKCVPikOzZcgjjlq3iBs1wBg==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-07-11T15:10:53.193741Z"},"content_sha256":"e9904c1e753cc5454294cf54de2b4b778d9b0ddecd9629a9b501e70ec9f3b54e","schema_version":"1.0","event_id":"sha256:e9904c1e753cc5454294cf54de2b4b778d9b0ddecd9629a9b501e70ec9f3b54e"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/SBC2FFS6AYVBKTX7OXDQYPZEFX/bundle.json","state_url":"https://pith.science/pith/SBC2FFS6AYVBKTX7OXDQYPZEFX/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/SBC2FFS6AYVBKTX7OXDQYPZEFX/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":"2026-07-11T15:10:53Z","links":{"resolver":"https://pith.science/pith/SBC2FFS6AYVBKTX7OXDQYPZEFX","bundle":"https://pith.science/pith/SBC2FFS6AYVBKTX7OXDQYPZEFX/bundle.json","state":"https://pith.science/pith/SBC2FFS6AYVBKTX7OXDQYPZEFX/state.json","well_known_bundle":"https://pith.science/.well-known/pith/SBC2FFS6AYVBKTX7OXDQYPZEFX/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2025:SBC2FFS6AYVBKTX7OXDQYPZEFX","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":"98b9bc86b5514833a4da72dfd00ade33562360d80893541f01a064d77bf25572","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cond-mat.mtrl-sci","submitted_at":"2025-03-26T05:17:42Z","title_canon_sha256":"739ec7b9be738165348af5d054504d965accd89fdc35e027a52994ad2be50aee"},"schema_version":"1.0","source":{"id":"2503.20243","kind":"arxiv","version":2}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2503.20243","created_at":"2026-07-05T10:41:23Z"},{"alias_kind":"arxiv_version","alias_value":"2503.20243v2","created_at":"2026-07-05T10:41:23Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2503.20243","created_at":"2026-07-05T10:41:23Z"},{"alias_kind":"pith_short_12","alias_value":"SBC2FFS6AYVB","created_at":"2026-07-05T10:41:23Z"},{"alias_kind":"pith_short_16","alias_value":"SBC2FFS6AYVBKTX7","created_at":"2026-07-05T10:41:23Z"},{"alias_kind":"pith_short_8","alias_value":"SBC2FFS6","created_at":"2026-07-05T10:41:23Z"}],"graph_snapshots":[{"event_id":"sha256:e9904c1e753cc5454294cf54de2b4b778d9b0ddecd9629a9b501e70ec9f3b54e","target":"graph","created_at":"2026-07-05T10:41:23Z","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/2503.20243/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"The lithium bis(trifluoromethylsulfonyl)azanide-triglyme electrolyte plays a critical role in the performance of lithium-ion batteries. However, its solvation structure and transport properties at the atomic scale remain incompletely understood. In this study, we develop an efficient and accurate neuroevolution potential (NEP) model by integrating bootstrap and active learning strategies. Using machine-learned NEP-driven molecular dynamics simulations, we explore the structural and diffusion properties of LiTFSI/G3 across a wide range of the solute-to-solvent ratios, systematically analyzing e","authors_text":"Chenyang Cao, Liyi Bai, Ping Qian, Shuo Cao, Yanzhou Wang, Ye Su, Zheyong Fan","cross_cats":[],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cond-mat.mtrl-sci","submitted_at":"2025-03-26T05:17:42Z","title":"Structural and transport properties of LiTFSI/G3 electrolyte with machine-learned molecular dynamics"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2503.20243","kind":"arxiv","version":2},"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:df5059a9e94248aa97d48dbce14c16e9e7639b797b4b1fd4f298d6785c6cb722","target":"record","created_at":"2026-07-05T10:41:23Z","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":"98b9bc86b5514833a4da72dfd00ade33562360d80893541f01a064d77bf25572","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cond-mat.mtrl-sci","submitted_at":"2025-03-26T05:17:42Z","title_canon_sha256":"739ec7b9be738165348af5d054504d965accd89fdc35e027a52994ad2be50aee"},"schema_version":"1.0","source":{"id":"2503.20243","kind":"arxiv","version":2}},"canonical_sha256":"9045a2965e062a154eff75c70c3f242dd44c57e99cea732d118ba1086643949d","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"9045a2965e062a154eff75c70c3f242dd44c57e99cea732d118ba1086643949d","first_computed_at":"2026-07-05T10:41:23.312622Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T10:41:23.312622Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"gXi4FjaOPv1RyDRIjwoft5MeS6xBsr1dS+NqXh1+DAw0cNJVQKrqZ9Ubiu8GZrC8YJo3FV/aISpSTE+SOo9ABA==","signature_status":"signed_v1","signed_at":"2026-07-05T10:41:23.313160Z","signed_message":"canonical_sha256_bytes"},"source_id":"2503.20243","source_kind":"arxiv","source_version":2}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:df5059a9e94248aa97d48dbce14c16e9e7639b797b4b1fd4f298d6785c6cb722","sha256:e9904c1e753cc5454294cf54de2b4b778d9b0ddecd9629a9b501e70ec9f3b54e"],"state_sha256":"07582cf2a48b74cbe9830281af073f6f8bb45aafef3a5e72a9377143182614ee"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"kTmw7ERTG71gmzPlhi5CZbuRhSnQ/2EH1ACyWu+AtN5L+lnz+6KMq21L/NPvK8ha41CUyUDzYKKZuXi87gd7Cw==","signed_message":"bundle_sha256_bytes","signed_at":"2026-07-11T15:10:53.198186Z","bundle_sha256":"38789633b5d393073cc8cafb1b0c4ac005b15741b9daae9103da931e4456da57"}}