{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2025:34L4UTMGBT2C4RXZDFIJA4AMDS","short_pith_number":"pith:34L4UTMG","canonical_record":{"source":{"id":"2511.11976","kind":"arxiv","version":1},"metadata":{"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cond-mat.mtrl-sci","submitted_at":"2025-11-15T01:29:19Z","cross_cats_sorted":[],"title_canon_sha256":"7c2ad2d4a53a4298ce6ec4735ac8281a230f7c102e78dbb84f4b12f05b41407d","abstract_canon_sha256":"e030fc3ad40fad18868cea22f30a74bd3b1b215bb82d450f50ffb65b49a1d7f6"},"schema_version":"1.0"},"canonical_sha256":"df17ca4d860cf42e46f9195090700c1c89be15bbce675b546871e3512bd85604","source":{"kind":"arxiv","id":"2511.11976","version":1},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2511.11976","created_at":"2026-06-11T01:09:21Z"},{"alias_kind":"arxiv_version","alias_value":"2511.11976v1","created_at":"2026-06-11T01:09:21Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2511.11976","created_at":"2026-06-11T01:09:21Z"},{"alias_kind":"pith_short_12","alias_value":"34L4UTMGBT2C","created_at":"2026-06-11T01:09:21Z"},{"alias_kind":"pith_short_16","alias_value":"34L4UTMGBT2C4RXZ","created_at":"2026-06-11T01:09:21Z"},{"alias_kind":"pith_short_8","alias_value":"34L4UTMG","created_at":"2026-06-11T01:09:21Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2025:34L4UTMGBT2C4RXZDFIJA4AMDS","target":"record","payload":{"canonical_record":{"source":{"id":"2511.11976","kind":"arxiv","version":1},"metadata":{"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cond-mat.mtrl-sci","submitted_at":"2025-11-15T01:29:19Z","cross_cats_sorted":[],"title_canon_sha256":"7c2ad2d4a53a4298ce6ec4735ac8281a230f7c102e78dbb84f4b12f05b41407d","abstract_canon_sha256":"e030fc3ad40fad18868cea22f30a74bd3b1b215bb82d450f50ffb65b49a1d7f6"},"schema_version":"1.0"},"canonical_sha256":"df17ca4d860cf42e46f9195090700c1c89be15bbce675b546871e3512bd85604","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-06-11T01:09:21.900710Z","signature_b64":"dP9K68tIO4UYmxrCL9YlFiwLfy3ijWL6DeOnuvJKNrvA2qDf8fkytgdN9hnT/eeZgpvgNRTWLESm8C8dZ2T5CA==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"df17ca4d860cf42e46f9195090700c1c89be15bbce675b546871e3512bd85604","last_reissued_at":"2026-06-11T01:09:21.899732Z","signature_status":"signed_v1","first_computed_at":"2026-06-11T01:09:21.899732Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2511.11976","source_version":1,"attestation_state":"computed"},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-06-11T01:09:21Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"Bib3mTzQQ0tbReyB55/EFU86/7mzgQAUGPGKrO2n4WMCpFIAjfkEyqeb52D9Jd8kmPi8Dwl+5ckyB+bMC3z+DQ==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-06-21T23:17:28.616374Z"},"content_sha256":"717689b080ed1f0764c91e482acdc60f8f1cbd6542df54d9ce0be35d34fabbd5","schema_version":"1.0","event_id":"sha256:717689b080ed1f0764c91e482acdc60f8f1cbd6542df54d9ce0be35d34fabbd5"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2025:34L4UTMGBT2C4RXZDFIJA4AMDS","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"Ionic Interdiffusion at Cathode-Solid-Electrolyte Interface: A Machine Learning-Assisted Multiscale Investigation and Mitigation Strategies","license":"http://creativecommons.org/licenses/by/4.0/","headline":"","cross_cats":[],"primary_cat":"cond-mat.mtrl-sci","authors_text":"Anh T. Ngo, Larry A. Curtiss, Musawenkosi K. Ncube, Pallab Barai, Selva Chandrasekaran Selvaraj, Venkat Srinivasan","submitted_at":"2025-11-15T01:29:19Z","abstract_excerpt":"Future lithium-based batteries are expected to use solid electrolytes to achieve higher energy density and fast charge capabilities. The majority of solid electrolytes are thermodynamically unstable against layered oxide cathodes. Here, the stability of LiCoO2 (LCO) cathode with Li10GeP2S12 (LGPS) solid electrolyte is investigated using ab initio molecular dynamics (AIMD) and machine learning molecular dynamics (MLMD). The propensity of ionic interdiffusion, formation of a passivation layer, and corresponding decay in cell performance is addressed using a continuum model. The large-scale MLMD "},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2511.11976","kind":"arxiv","version":1},"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/2511.11976/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":"2026-06-11T01:09:21Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"JuIJsVEuytOku5jlQJI38SuhA7Gv5mZNqwt6YsdLQHP8vFdDevgTvVu4RsvfmevYfgDaQNNEp98rWGREWJcfBg==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-06-21T23:17:28.616764Z"},"content_sha256":"4bab1fb0dcf37ae79851fc55bb6030de4d2000802a4fe53462ed4f80c7a30c44","schema_version":"1.0","event_id":"sha256:4bab1fb0dcf37ae79851fc55bb6030de4d2000802a4fe53462ed4f80c7a30c44"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/34L4UTMGBT2C4RXZDFIJA4AMDS/bundle.json","state_url":"https://pith.science/pith/34L4UTMGBT2C4RXZDFIJA4AMDS/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/34L4UTMGBT2C4RXZDFIJA4AMDS/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":"2026-06-21T23:17:28Z","links":{"resolver":"https://pith.science/pith/34L4UTMGBT2C4RXZDFIJA4AMDS","bundle":"https://pith.science/pith/34L4UTMGBT2C4RXZDFIJA4AMDS/bundle.json","state":"https://pith.science/pith/34L4UTMGBT2C4RXZDFIJA4AMDS/state.json","well_known_bundle":"https://pith.science/.well-known/pith/34L4UTMGBT2C4RXZDFIJA4AMDS/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2025:34L4UTMGBT2C4RXZDFIJA4AMDS","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":"e030fc3ad40fad18868cea22f30a74bd3b1b215bb82d450f50ffb65b49a1d7f6","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cond-mat.mtrl-sci","submitted_at":"2025-11-15T01:29:19Z","title_canon_sha256":"7c2ad2d4a53a4298ce6ec4735ac8281a230f7c102e78dbb84f4b12f05b41407d"},"schema_version":"1.0","source":{"id":"2511.11976","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2511.11976","created_at":"2026-06-11T01:09:21Z"},{"alias_kind":"arxiv_version","alias_value":"2511.11976v1","created_at":"2026-06-11T01:09:21Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2511.11976","created_at":"2026-06-11T01:09:21Z"},{"alias_kind":"pith_short_12","alias_value":"34L4UTMGBT2C","created_at":"2026-06-11T01:09:21Z"},{"alias_kind":"pith_short_16","alias_value":"34L4UTMGBT2C4RXZ","created_at":"2026-06-11T01:09:21Z"},{"alias_kind":"pith_short_8","alias_value":"34L4UTMG","created_at":"2026-06-11T01:09:21Z"}],"graph_snapshots":[{"event_id":"sha256:4bab1fb0dcf37ae79851fc55bb6030de4d2000802a4fe53462ed4f80c7a30c44","target":"graph","created_at":"2026-06-11T01:09:21Z","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/2511.11976/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Future lithium-based batteries are expected to use solid electrolytes to achieve higher energy density and fast charge capabilities. The majority of solid electrolytes are thermodynamically unstable against layered oxide cathodes. Here, the stability of LiCoO2 (LCO) cathode with Li10GeP2S12 (LGPS) solid electrolyte is investigated using ab initio molecular dynamics (AIMD) and machine learning molecular dynamics (MLMD). The propensity of ionic interdiffusion, formation of a passivation layer, and corresponding decay in cell performance is addressed using a continuum model. The large-scale MLMD ","authors_text":"Anh T. Ngo, Larry A. Curtiss, Musawenkosi K. Ncube, Pallab Barai, Selva Chandrasekaran Selvaraj, Venkat Srinivasan","cross_cats":[],"headline":"","license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cond-mat.mtrl-sci","submitted_at":"2025-11-15T01:29:19Z","title":"Ionic Interdiffusion at Cathode-Solid-Electrolyte Interface: A Machine Learning-Assisted Multiscale Investigation and Mitigation Strategies"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2511.11976","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":"sha256:717689b080ed1f0764c91e482acdc60f8f1cbd6542df54d9ce0be35d34fabbd5","target":"record","created_at":"2026-06-11T01:09:21Z","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":"e030fc3ad40fad18868cea22f30a74bd3b1b215bb82d450f50ffb65b49a1d7f6","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cond-mat.mtrl-sci","submitted_at":"2025-11-15T01:29:19Z","title_canon_sha256":"7c2ad2d4a53a4298ce6ec4735ac8281a230f7c102e78dbb84f4b12f05b41407d"},"schema_version":"1.0","source":{"id":"2511.11976","kind":"arxiv","version":1}},"canonical_sha256":"df17ca4d860cf42e46f9195090700c1c89be15bbce675b546871e3512bd85604","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"df17ca4d860cf42e46f9195090700c1c89be15bbce675b546871e3512bd85604","first_computed_at":"2026-06-11T01:09:21.899732Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-06-11T01:09:21.899732Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"dP9K68tIO4UYmxrCL9YlFiwLfy3ijWL6DeOnuvJKNrvA2qDf8fkytgdN9hnT/eeZgpvgNRTWLESm8C8dZ2T5CA==","signature_status":"signed_v1","signed_at":"2026-06-11T01:09:21.900710Z","signed_message":"canonical_sha256_bytes"},"source_id":"2511.11976","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:717689b080ed1f0764c91e482acdc60f8f1cbd6542df54d9ce0be35d34fabbd5","sha256:4bab1fb0dcf37ae79851fc55bb6030de4d2000802a4fe53462ed4f80c7a30c44"],"state_sha256":"876cf5332c09424e6de99b91815ef5e577f48ff58f8bc8e04dd50fa1632c0452"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"8q2Jrec03YpZJZACawkinodJnJ+ixBopitFerPpnbzco7onTQ0JGdwqZVWCY7ouw3bFP7ixiWcoX2UcufDLRAQ==","signed_message":"bundle_sha256_bytes","signed_at":"2026-06-21T23:17:28.618855Z","bundle_sha256":"89a922abe23a6874117e1aa52fad9e3e40ad72c18b21ffdedda30ef61b072a55"}}