{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2023:UCGR7LQRXC4UBP7ZFJAKQOHVVM","short_pith_number":"pith:UCGR7LQR","canonical_record":{"source":{"id":"2310.14289","kind":"arxiv","version":1},"metadata":{"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"eess.SY","submitted_at":"2023-10-22T12:53:53Z","cross_cats_sorted":["cs.SY"],"title_canon_sha256":"912d93b11ec2607e24ac000dfc79c4c39c6a89057488909ef019c9859847d6f0","abstract_canon_sha256":"eeca5ff6cb14cb515d7f75846d601e8afe30a6d0969728c1c22f1b194a59c96b"},"schema_version":"1.0"},"canonical_sha256":"a08d1fae11b8b940bff92a40a838f5ab24d71baf8558deee0ea0c050d1cc12f7","source":{"kind":"arxiv","id":"2310.14289","version":1},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2310.14289","created_at":"2026-07-05T07:03:42Z"},{"alias_kind":"arxiv_version","alias_value":"2310.14289v1","created_at":"2026-07-05T07:03:42Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2310.14289","created_at":"2026-07-05T07:03:42Z"},{"alias_kind":"pith_short_12","alias_value":"UCGR7LQRXC4U","created_at":"2026-07-05T07:03:42Z"},{"alias_kind":"pith_short_16","alias_value":"UCGR7LQRXC4UBP7Z","created_at":"2026-07-05T07:03:42Z"},{"alias_kind":"pith_short_8","alias_value":"UCGR7LQR","created_at":"2026-07-05T07:03:42Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2023:UCGR7LQRXC4UBP7ZFJAKQOHVVM","target":"record","payload":{"canonical_record":{"source":{"id":"2310.14289","kind":"arxiv","version":1},"metadata":{"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"eess.SY","submitted_at":"2023-10-22T12:53:53Z","cross_cats_sorted":["cs.SY"],"title_canon_sha256":"912d93b11ec2607e24ac000dfc79c4c39c6a89057488909ef019c9859847d6f0","abstract_canon_sha256":"eeca5ff6cb14cb515d7f75846d601e8afe30a6d0969728c1c22f1b194a59c96b"},"schema_version":"1.0"},"canonical_sha256":"a08d1fae11b8b940bff92a40a838f5ab24d71baf8558deee0ea0c050d1cc12f7","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T07:03:42.260217Z","signature_b64":"tpweqZtgoWjQtaZITa+GMLHAr1zJ+shoPJP6+FhwAlzPlvHxNDXOQKKdRuIHJID/4aEe8nG1MwnXH0YaKBAGAg==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"a08d1fae11b8b940bff92a40a838f5ab24d71baf8558deee0ea0c050d1cc12f7","last_reissued_at":"2026-07-05T07:03:42.259765Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T07:03:42.259765Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2310.14289","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":"2026-07-05T07:03:42Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"t6LuHrOYoarRvTxLGlqp4H+sxmuE6wLttdfgalwQrrraVXPPBHdUOuPQzGTwf3nn8gDa3AKcoQpItn3H3vWlDw==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-03T19:52:40.612615Z"},"content_sha256":"cb3aa1cf65aa4af20ac47a4e2fdb117493de92d2579f6e83e4016700d1d2c12d","schema_version":"1.0","event_id":"sha256:cb3aa1cf65aa4af20ac47a4e2fdb117493de92d2579f6e83e4016700d1d2c12d"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2023:UCGR7LQRXC4UBP7ZFJAKQOHVVM","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"Separating multiscale Battery dynamics and predicting multi-step ahead voltage simultaneously through a data-driven approach","license":"http://creativecommons.org/licenses/by/4.0/","headline":"","cross_cats":["cs.SY"],"primary_cat":"eess.SY","authors_text":"Riccardo M.G. Ferrari, Tushar Desai","submitted_at":"2023-10-22T12:53:53Z","abstract_excerpt":"Accurate prediction of battery performance under various ageing conditions is necessary for reliable and stable battery operations. Due to complex battery degradation mechanisms, estimating the accurate ageing level and ageing-dependent battery dynamics is difficult. This work presents a health-aware battery model that is capable of separating fast dynamics from slowly varying states of degradation and state of charge (SOC). The method is based on a sequence-to-sequence learning-based encoder-decoder model, where the encoder infers the slowly varying states as the latent space variables in an "},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2310.14289","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/2310.14289/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":"2026-07-05T07:03:42Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"PCeXeDtAiwfCvqqlZ06XRR3MXs6bf0NOMSGNvX1ZWs5rBQXmbhkfjcqSvgC1tdFM5KRBFG+RxsN/3jjuhqDNAA==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-03T19:52:40.613446Z"},"content_sha256":"953371cb5115d7ed2b5bc0c6155d08898540b75d5aa24aed3bb072ec31aef86d","schema_version":"1.0","event_id":"sha256:953371cb5115d7ed2b5bc0c6155d08898540b75d5aa24aed3bb072ec31aef86d"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/UCGR7LQRXC4UBP7ZFJAKQOHVVM/bundle.json","state_url":"https://pith.science/pith/UCGR7LQRXC4UBP7ZFJAKQOHVVM/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/UCGR7LQRXC4UBP7ZFJAKQOHVVM/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":"2026-08-03T19:52:40Z","links":{"resolver":"https://pith.science/pith/UCGR7LQRXC4UBP7ZFJAKQOHVVM","bundle":"https://pith.science/pith/UCGR7LQRXC4UBP7ZFJAKQOHVVM/bundle.json","state":"https://pith.science/pith/UCGR7LQRXC4UBP7ZFJAKQOHVVM/state.json","well_known_bundle":"https://pith.science/.well-known/pith/UCGR7LQRXC4UBP7ZFJAKQOHVVM/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2023:UCGR7LQRXC4UBP7ZFJAKQOHVVM","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":"eeca5ff6cb14cb515d7f75846d601e8afe30a6d0969728c1c22f1b194a59c96b","cross_cats_sorted":["cs.SY"],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"eess.SY","submitted_at":"2023-10-22T12:53:53Z","title_canon_sha256":"912d93b11ec2607e24ac000dfc79c4c39c6a89057488909ef019c9859847d6f0"},"schema_version":"1.0","source":{"id":"2310.14289","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2310.14289","created_at":"2026-07-05T07:03:42Z"},{"alias_kind":"arxiv_version","alias_value":"2310.14289v1","created_at":"2026-07-05T07:03:42Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2310.14289","created_at":"2026-07-05T07:03:42Z"},{"alias_kind":"pith_short_12","alias_value":"UCGR7LQRXC4U","created_at":"2026-07-05T07:03:42Z"},{"alias_kind":"pith_short_16","alias_value":"UCGR7LQRXC4UBP7Z","created_at":"2026-07-05T07:03:42Z"},{"alias_kind":"pith_short_8","alias_value":"UCGR7LQR","created_at":"2026-07-05T07:03:42Z"}],"graph_snapshots":[{"event_id":"sha256:953371cb5115d7ed2b5bc0c6155d08898540b75d5aa24aed3bb072ec31aef86d","target":"graph","created_at":"2026-07-05T07:03:42Z","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/2310.14289/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Accurate prediction of battery performance under various ageing conditions is necessary for reliable and stable battery operations. Due to complex battery degradation mechanisms, estimating the accurate ageing level and ageing-dependent battery dynamics is difficult. This work presents a health-aware battery model that is capable of separating fast dynamics from slowly varying states of degradation and state of charge (SOC). The method is based on a sequence-to-sequence learning-based encoder-decoder model, where the encoder infers the slowly varying states as the latent space variables in an ","authors_text":"Riccardo M.G. Ferrari, Tushar Desai","cross_cats":["cs.SY"],"headline":"","license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"eess.SY","submitted_at":"2023-10-22T12:53:53Z","title":"Separating multiscale Battery dynamics and predicting multi-step ahead voltage simultaneously through a data-driven approach"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2310.14289","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:cb3aa1cf65aa4af20ac47a4e2fdb117493de92d2579f6e83e4016700d1d2c12d","target":"record","created_at":"2026-07-05T07:03:42Z","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":"eeca5ff6cb14cb515d7f75846d601e8afe30a6d0969728c1c22f1b194a59c96b","cross_cats_sorted":["cs.SY"],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"eess.SY","submitted_at":"2023-10-22T12:53:53Z","title_canon_sha256":"912d93b11ec2607e24ac000dfc79c4c39c6a89057488909ef019c9859847d6f0"},"schema_version":"1.0","source":{"id":"2310.14289","kind":"arxiv","version":1}},"canonical_sha256":"a08d1fae11b8b940bff92a40a838f5ab24d71baf8558deee0ea0c050d1cc12f7","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"a08d1fae11b8b940bff92a40a838f5ab24d71baf8558deee0ea0c050d1cc12f7","first_computed_at":"2026-07-05T07:03:42.259765Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T07:03:42.259765Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"tpweqZtgoWjQtaZITa+GMLHAr1zJ+shoPJP6+FhwAlzPlvHxNDXOQKKdRuIHJID/4aEe8nG1MwnXH0YaKBAGAg==","signature_status":"signed_v1","signed_at":"2026-07-05T07:03:42.260217Z","signed_message":"canonical_sha256_bytes"},"source_id":"2310.14289","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:cb3aa1cf65aa4af20ac47a4e2fdb117493de92d2579f6e83e4016700d1d2c12d","sha256:953371cb5115d7ed2b5bc0c6155d08898540b75d5aa24aed3bb072ec31aef86d"],"state_sha256":"f8a3d5f4c99b23f63429d1859ae858b8058be7829e559393275d47b2b1ff6783"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"LHubASjh/qb5mqYdPCArl74Ummw4gNIkQENf/KzpXd1UlDTl6hYVzIxAFH+4gF2hEcCQX++JYQKr+IUkiF/cAg==","signed_message":"bundle_sha256_bytes","signed_at":"2026-08-03T19:52:40.617946Z","bundle_sha256":"008c8396ec6d1063817b102d2fc0139c7c1369726dd570bcd13ad4273e9254c3"}}