{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2023:F7EKAEX56DOSFZW3AGHCOXLYQD","short_pith_number":"pith:F7EKAEX5","canonical_record":{"source":{"id":"2305.08885","kind":"arxiv","version":1},"metadata":{"license":"http://creativecommons.org/publicdomain/zero/1.0/","primary_cat":"cs.LG","submitted_at":"2023-05-14T22:22:16Z","cross_cats_sorted":["cs.SY","eess.SY"],"title_canon_sha256":"521a22801bf32d6d6eb0522ef472a3629ebf5aa92bd68af713fd49e4cd178fad","abstract_canon_sha256":"3b0b2c9736a8fb2b7b03e930f52c037e06b3d4c2543e5cecae8e85cbac404612"},"schema_version":"1.0"},"canonical_sha256":"2fc8a012fdf0dd22e6db018e275d7880fd2d34366567a0cdd676024690e9d0f9","source":{"kind":"arxiv","id":"2305.08885","version":1},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2305.08885","created_at":"2026-07-05T06:10:41Z"},{"alias_kind":"arxiv_version","alias_value":"2305.08885v1","created_at":"2026-07-05T06:10:41Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2305.08885","created_at":"2026-07-05T06:10:41Z"},{"alias_kind":"pith_short_12","alias_value":"F7EKAEX56DOS","created_at":"2026-07-05T06:10:41Z"},{"alias_kind":"pith_short_16","alias_value":"F7EKAEX56DOSFZW3","created_at":"2026-07-05T06:10:41Z"},{"alias_kind":"pith_short_8","alias_value":"F7EKAEX5","created_at":"2026-07-05T06:10:41Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2023:F7EKAEX56DOSFZW3AGHCOXLYQD","target":"record","payload":{"canonical_record":{"source":{"id":"2305.08885","kind":"arxiv","version":1},"metadata":{"license":"http://creativecommons.org/publicdomain/zero/1.0/","primary_cat":"cs.LG","submitted_at":"2023-05-14T22:22:16Z","cross_cats_sorted":["cs.SY","eess.SY"],"title_canon_sha256":"521a22801bf32d6d6eb0522ef472a3629ebf5aa92bd68af713fd49e4cd178fad","abstract_canon_sha256":"3b0b2c9736a8fb2b7b03e930f52c037e06b3d4c2543e5cecae8e85cbac404612"},"schema_version":"1.0"},"canonical_sha256":"2fc8a012fdf0dd22e6db018e275d7880fd2d34366567a0cdd676024690e9d0f9","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T06:10:41.436946Z","signature_b64":"DcfWqe8M5ELEPVH/1Vdka+pjVTRaprVUg/KbRdrMlL7Y3Dh47KHzPIEUESDtdXsPaHuPu07HagEnB+U2FYbWDA==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"2fc8a012fdf0dd22e6db018e275d7880fd2d34366567a0cdd676024690e9d0f9","last_reissued_at":"2026-07-05T06:10:41.436502Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T06:10:41.436502Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2305.08885","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":"2026-07-05T06:10:41Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"dS47EAkS0c69d59Nt3gkTjT8iYkgtgV/kAks8bXSLTAFFugGKpvYjA8AGdtIZk+g/Sw2VTFu2pG3A+eGvowjDQ==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-21T21:20:06.920361Z"},"content_sha256":"f8ff8b61cfa604df4d63f42be957186b08ea5546353deb52e623ff2dad630614","schema_version":"1.0","event_id":"sha256:f8ff8b61cfa604df4d63f42be957186b08ea5546353deb52e623ff2dad630614"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2023:F7EKAEX56DOSFZW3AGHCOXLYQD","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"Smart Home Energy Management: VAE-GAN synthetic dataset generator and Q-learning","license":"http://creativecommons.org/publicdomain/zero/1.0/","headline":"","cross_cats":["cs.SY","eess.SY"],"primary_cat":"cs.LG","authors_text":"Damla Turgut, Hao Zhou, Melike Erol-Kantarci, Mina Razghandi","submitted_at":"2023-05-14T22:22:16Z","abstract_excerpt":"Recent years have noticed an increasing interest among academia and industry towards analyzing the electrical consumption of residential buildings and employing smart home energy management systems (HEMS) to reduce household energy consumption and costs. HEMS has been developed to simulate the statistical and functional properties of actual smart grids. Access to publicly available datasets is a major challenge in this type of research. The potential of artificial HEMS applications will be further enhanced with the development of time series that represent different operating conditions of the"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2305.08885","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/2305.08885/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":"2026-07-05T06:10:41Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"Ep9pwJxl3E7eUf0Re5UhdAGurDJKX8g3mcSBUvIX1ViRDzzRQyE7fheX8wHQPO99pbBfEPBWIVSG+94G57cwCA==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-21T21:20:06.920920Z"},"content_sha256":"347379cd0656bd69c29a7217d2a14f24cab2555ff1a5f7dab1d0accdcd9f0de7","schema_version":"1.0","event_id":"sha256:347379cd0656bd69c29a7217d2a14f24cab2555ff1a5f7dab1d0accdcd9f0de7"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/F7EKAEX56DOSFZW3AGHCOXLYQD/bundle.json","state_url":"https://pith.science/pith/F7EKAEX56DOSFZW3AGHCOXLYQD/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/F7EKAEX56DOSFZW3AGHCOXLYQD/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":"2026-08-21T21:20:06Z","links":{"resolver":"https://pith.science/pith/F7EKAEX56DOSFZW3AGHCOXLYQD","bundle":"https://pith.science/pith/F7EKAEX56DOSFZW3AGHCOXLYQD/bundle.json","state":"https://pith.science/pith/F7EKAEX56DOSFZW3AGHCOXLYQD/state.json","well_known_bundle":"https://pith.science/.well-known/pith/F7EKAEX56DOSFZW3AGHCOXLYQD/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2023:F7EKAEX56DOSFZW3AGHCOXLYQD","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":"3b0b2c9736a8fb2b7b03e930f52c037e06b3d4c2543e5cecae8e85cbac404612","cross_cats_sorted":["cs.SY","eess.SY"],"license":"http://creativecommons.org/publicdomain/zero/1.0/","primary_cat":"cs.LG","submitted_at":"2023-05-14T22:22:16Z","title_canon_sha256":"521a22801bf32d6d6eb0522ef472a3629ebf5aa92bd68af713fd49e4cd178fad"},"schema_version":"1.0","source":{"id":"2305.08885","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2305.08885","created_at":"2026-07-05T06:10:41Z"},{"alias_kind":"arxiv_version","alias_value":"2305.08885v1","created_at":"2026-07-05T06:10:41Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2305.08885","created_at":"2026-07-05T06:10:41Z"},{"alias_kind":"pith_short_12","alias_value":"F7EKAEX56DOS","created_at":"2026-07-05T06:10:41Z"},{"alias_kind":"pith_short_16","alias_value":"F7EKAEX56DOSFZW3","created_at":"2026-07-05T06:10:41Z"},{"alias_kind":"pith_short_8","alias_value":"F7EKAEX5","created_at":"2026-07-05T06:10:41Z"}],"graph_snapshots":[{"event_id":"sha256:347379cd0656bd69c29a7217d2a14f24cab2555ff1a5f7dab1d0accdcd9f0de7","target":"graph","created_at":"2026-07-05T06:10:41Z","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/2305.08885/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Recent years have noticed an increasing interest among academia and industry towards analyzing the electrical consumption of residential buildings and employing smart home energy management systems (HEMS) to reduce household energy consumption and costs. HEMS has been developed to simulate the statistical and functional properties of actual smart grids. Access to publicly available datasets is a major challenge in this type of research. The potential of artificial HEMS applications will be further enhanced with the development of time series that represent different operating conditions of the","authors_text":"Damla Turgut, Hao Zhou, Melike Erol-Kantarci, Mina Razghandi","cross_cats":["cs.SY","eess.SY"],"headline":"","license":"http://creativecommons.org/publicdomain/zero/1.0/","primary_cat":"cs.LG","submitted_at":"2023-05-14T22:22:16Z","title":"Smart Home Energy Management: VAE-GAN synthetic dataset generator and Q-learning"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2305.08885","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:f8ff8b61cfa604df4d63f42be957186b08ea5546353deb52e623ff2dad630614","target":"record","created_at":"2026-07-05T06:10:41Z","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":"3b0b2c9736a8fb2b7b03e930f52c037e06b3d4c2543e5cecae8e85cbac404612","cross_cats_sorted":["cs.SY","eess.SY"],"license":"http://creativecommons.org/publicdomain/zero/1.0/","primary_cat":"cs.LG","submitted_at":"2023-05-14T22:22:16Z","title_canon_sha256":"521a22801bf32d6d6eb0522ef472a3629ebf5aa92bd68af713fd49e4cd178fad"},"schema_version":"1.0","source":{"id":"2305.08885","kind":"arxiv","version":1}},"canonical_sha256":"2fc8a012fdf0dd22e6db018e275d7880fd2d34366567a0cdd676024690e9d0f9","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"2fc8a012fdf0dd22e6db018e275d7880fd2d34366567a0cdd676024690e9d0f9","first_computed_at":"2026-07-05T06:10:41.436502Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T06:10:41.436502Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"DcfWqe8M5ELEPVH/1Vdka+pjVTRaprVUg/KbRdrMlL7Y3Dh47KHzPIEUESDtdXsPaHuPu07HagEnB+U2FYbWDA==","signature_status":"signed_v1","signed_at":"2026-07-05T06:10:41.436946Z","signed_message":"canonical_sha256_bytes"},"source_id":"2305.08885","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:f8ff8b61cfa604df4d63f42be957186b08ea5546353deb52e623ff2dad630614","sha256:347379cd0656bd69c29a7217d2a14f24cab2555ff1a5f7dab1d0accdcd9f0de7"],"state_sha256":"2a6024b520914235657f5b62253530e1fe9e543a26e2e12c865af1a0451b6323"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"Ch9kvaW/HYjylwCgGvL+N0j8oGglbA2idft9RCgDSbE3kXBm8IQTSe5mQ/WjtkJpEXNBLYwUSsQ9R78FcYBJBw==","signed_message":"bundle_sha256_bytes","signed_at":"2026-08-21T21:20:06.926974Z","bundle_sha256":"13fddeaa27534f9ee215c516ea4f09ae0866de4133a6022087450c6080add6c3"}}