{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2023:LWLM6E4OR4UE6TYHLSSDV54BBC","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":"5fd55cc5e5fa96cd32ff1c84f5f639ca9d8fb8b7d247357aa4a8131d0c22891f","cross_cats_sorted":["cs.SY","eess.SY"],"license":"http://creativecommons.org/licenses/by-nc-sa/4.0/","primary_cat":"cs.LG","submitted_at":"2023-10-27T04:11:13Z","title_canon_sha256":"df1b9e2cde0f41803e7095bdc0d463127fd86d8c2286543bde56d121d5df8627"},"schema_version":"1.0","source":{"id":"2310.17882","kind":"arxiv","version":2}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2310.17882","created_at":"2026-07-05T08:19:37Z"},{"alias_kind":"arxiv_version","alias_value":"2310.17882v2","created_at":"2026-07-05T08:19:37Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2310.17882","created_at":"2026-07-05T08:19:37Z"},{"alias_kind":"pith_short_12","alias_value":"LWLM6E4OR4UE","created_at":"2026-07-05T08:19:37Z"},{"alias_kind":"pith_short_16","alias_value":"LWLM6E4OR4UE6TYH","created_at":"2026-07-05T08:19:37Z"},{"alias_kind":"pith_short_8","alias_value":"LWLM6E4O","created_at":"2026-07-05T08:19:37Z"}],"graph_snapshots":[{"event_id":"sha256:0855b34c9a6309ee886fd5c15da5619809fe237bce00f87a1b253505f8ba6aec","target":"graph","created_at":"2026-07-05T08:19:37Z","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/2310.17882/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Amid the increasing interest in the deployment of Distributed Energy Resources (DERs), the Virtual Power Plant (VPP) has emerged as a pivotal tool for aggregating diverse DERs and facilitating their participation in wholesale energy markets. These VPP deployments have been fueled by the Federal Energy Regulatory Commission's Order 2222, which makes DERs and VPPs competitive across market segments. However, the diversity and decentralized nature of DERs present significant challenges to the scalable coordination of VPP assets. To address efficiency and speed bottlenecks, this paper presents a n","authors_text":"Javad Mohammadi, Meiyi Li","cross_cats":["cs.SY","eess.SY"],"headline":"","license":"http://creativecommons.org/licenses/by-nc-sa/4.0/","primary_cat":"cs.LG","submitted_at":"2023-10-27T04:11:13Z","title":"Machine Learning Infused Distributed Optimization for Coordinating Virtual Power Plant Assets"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2310.17882","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:cafc61b8709072b741977d7aded735248d1e0119e0d7af44b0f4f844bdbae4ca","target":"record","created_at":"2026-07-05T08:19:37Z","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":"5fd55cc5e5fa96cd32ff1c84f5f639ca9d8fb8b7d247357aa4a8131d0c22891f","cross_cats_sorted":["cs.SY","eess.SY"],"license":"http://creativecommons.org/licenses/by-nc-sa/4.0/","primary_cat":"cs.LG","submitted_at":"2023-10-27T04:11:13Z","title_canon_sha256":"df1b9e2cde0f41803e7095bdc0d463127fd86d8c2286543bde56d121d5df8627"},"schema_version":"1.0","source":{"id":"2310.17882","kind":"arxiv","version":2}},"canonical_sha256":"5d96cf138e8f284f4f075ca43af78108b4fb2247aef9564151de8970f8f843d7","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"5d96cf138e8f284f4f075ca43af78108b4fb2247aef9564151de8970f8f843d7","first_computed_at":"2026-07-05T08:19:37.828434Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T08:19:37.828434Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"KcQEXMOtDN0yGZCaPh7fxjVm+kdLIISKxe8qSU+2adewETvOX0ADhY6bkAztRdFn1Ba5hU6rRxDjYMUg+zEqDQ==","signature_status":"signed_v1","signed_at":"2026-07-05T08:19:37.828963Z","signed_message":"canonical_sha256_bytes"},"source_id":"2310.17882","source_kind":"arxiv","source_version":2}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:cafc61b8709072b741977d7aded735248d1e0119e0d7af44b0f4f844bdbae4ca","sha256:0855b34c9a6309ee886fd5c15da5619809fe237bce00f87a1b253505f8ba6aec"],"state_sha256":"5d8b40c190c23254b18cad3d89d67bc8c49eed40bd6b1ec6cbb51a355e7bcfd4"}