{"record_type":"pith_number_record","schema_url":"https://pith.science/schemas/pith-number/v1.json","pith_number":"pith:2026:DBMNAZGWVNEENZPCADFYMWCN63","short_pith_number":"pith:DBMNAZGW","schema_version":"1.0","canonical_sha256":"1858d064d6ab4846e5e200cb86584df6edcc356b0d7ce937787b1faee75f1e64","source":{"kind":"arxiv","id":"2603.04734","version":2},"attestation_state":"computed","paper":{"title":"Multistage Stochastic Programming for Rare Event Risk Mitigation in Power Systems Management","license":"http://creativecommons.org/licenses/by/4.0/","headline":"","cross_cats":["cs.SY","eess.SY"],"primary_cat":"math.OC","authors_text":"Daniel Mastropietro, Vyacheslav Kungurtsev","submitted_at":"2026-03-05T02:13:09Z","abstract_excerpt":"High intermittent renewable penetration in the energy mix presents challenges in robustness for the management of power systems' operation. If a tail realization of the distribution of weather yields a prolonged period of time during which solar irradiation and wind speed are insufficient for satisfying energy demand, then it becomes critical to ramp up the generation of conventional power plants with adequate foresight. This event trigger is costly, and inaccurate forecasting can either be wasteful or yield catastrophic undersupply. This encourages particular attention to accurate modeling of"},"verification_status":{"content_addressed":true,"pith_receipt":true,"author_attested":false,"weak_author_claims":0,"strong_author_claims":0,"externally_anchored":false,"storage_verified":false,"citation_signatures":0,"replication_records":0,"graph_snapshot":true,"references_resolved":false,"formal_links_present":false},"canonical_record":{"source":{"id":"2603.04734","kind":"arxiv","version":2},"metadata":{"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"math.OC","submitted_at":"2026-03-05T02:13:09Z","cross_cats_sorted":["cs.SY","eess.SY"],"title_canon_sha256":"1da5887210ed84308d307ee9af4251e7b4a6bae76dc9cdd176ea310e30a7a1bd","abstract_canon_sha256":"b070123b9156bae5b3405aab33b10213357575ef82dc77820367a94d52fdca91"},"schema_version":"1.0"},"receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-05-27T01:05:45.518225Z","signature_b64":"45sqpSa4PjumDI0R3X7bfr1zRJsvuMU6sTHAfvYrm1NntDKgCGcbCRUHppzE7JUs0zvN5scQOA7kpXymViGzCQ==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"1858d064d6ab4846e5e200cb86584df6edcc356b0d7ce937787b1faee75f1e64","last_reissued_at":"2026-05-27T01:05:45.517396Z","signature_status":"signed_v1","first_computed_at":"2026-05-27T01:05:45.517396Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"graph_snapshot":{"paper":{"title":"Multistage Stochastic Programming for Rare Event Risk Mitigation in Power Systems Management","license":"http://creativecommons.org/licenses/by/4.0/","headline":"","cross_cats":["cs.SY","eess.SY"],"primary_cat":"math.OC","authors_text":"Daniel Mastropietro, Vyacheslav Kungurtsev","submitted_at":"2026-03-05T02:13:09Z","abstract_excerpt":"High intermittent renewable penetration in the energy mix presents challenges in robustness for the management of power systems' operation. If a tail realization of the distribution of weather yields a prolonged period of time during which solar irradiation and wind speed are insufficient for satisfying energy demand, then it becomes critical to ramp up the generation of conventional power plants with adequate foresight. This event trigger is costly, and inaccurate forecasting can either be wasteful or yield catastrophic undersupply. This encourages particular attention to accurate modeling of"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2603.04734","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/2603.04734/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"},"aliases":[{"alias_kind":"arxiv","alias_value":"2603.04734","created_at":"2026-05-27T01:05:45.517514+00:00"},{"alias_kind":"arxiv_version","alias_value":"2603.04734v2","created_at":"2026-05-27T01:05:45.517514+00:00"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2603.04734","created_at":"2026-05-27T01:05:45.517514+00:00"},{"alias_kind":"pith_short_12","alias_value":"DBMNAZGWVNEE","created_at":"2026-05-27T01:05:45.517514+00:00"},{"alias_kind":"pith_short_16","alias_value":"DBMNAZGWVNEENZPC","created_at":"2026-05-27T01:05:45.517514+00:00"},{"alias_kind":"pith_short_8","alias_value":"DBMNAZGW","created_at":"2026-05-27T01:05:45.517514+00:00"}],"events":[],"event_summary":{},"paper_claims":[],"inbound_citations":{"count":0,"internal_anchor_count":0,"sample":[]},"formal_canon":{"evidence_count":0,"sample":[],"anchors":[]},"links":{"html":"https://pith.science/pith/DBMNAZGWVNEENZPCADFYMWCN63","json":"https://pith.science/pith/DBMNAZGWVNEENZPCADFYMWCN63.json","graph_json":"https://pith.science/api/pith-number/DBMNAZGWVNEENZPCADFYMWCN63/graph.json","events_json":"https://pith.science/api/pith-number/DBMNAZGWVNEENZPCADFYMWCN63/events.json","paper":"https://pith.science/paper/DBMNAZGW"},"agent_actions":{"view_html":"https://pith.science/pith/DBMNAZGWVNEENZPCADFYMWCN63","download_json":"https://pith.science/pith/DBMNAZGWVNEENZPCADFYMWCN63.json","view_paper":"https://pith.science/paper/DBMNAZGW","resolve_alias":"https://pith.science/api/pith-number/resolve?arxiv=2603.04734&json=true","fetch_graph":"https://pith.science/api/pith-number/DBMNAZGWVNEENZPCADFYMWCN63/graph.json","fetch_events":"https://pith.science/api/pith-number/DBMNAZGWVNEENZPCADFYMWCN63/events.json","actions":{"anchor_timestamp":"https://pith.science/pith/DBMNAZGWVNEENZPCADFYMWCN63/action/timestamp_anchor","attest_storage":"https://pith.science/pith/DBMNAZGWVNEENZPCADFYMWCN63/action/storage_attestation","attest_author":"https://pith.science/pith/DBMNAZGWVNEENZPCADFYMWCN63/action/author_attestation","sign_citation":"https://pith.science/pith/DBMNAZGWVNEENZPCADFYMWCN63/action/citation_signature","submit_replication":"https://pith.science/pith/DBMNAZGWVNEENZPCADFYMWCN63/action/replication_record"}},"created_at":"2026-05-27T01:05:45.517514+00:00","updated_at":"2026-05-27T01:05:45.517514+00:00"}