{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2017:PSMHQ23D2X6ISEKRD6ZLCV2XZV","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":"fdce7d5f4060f99eba8e4d6c9a0efb39ea9f0a1d04273acdb143c4f5709ce18a","cross_cats_sorted":["stat.AP","stat.ML"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2017-11-22T17:41:40Z","title_canon_sha256":"7053158438ed66f03ceb0fd8fae586c37d24856c4a087cc9372e1d20b6c32fd2"},"schema_version":"1.0","source":{"id":"1711.08413","kind":"arxiv","version":2}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"1711.08413","created_at":"2026-05-18T00:28:22Z"},{"alias_kind":"arxiv_version","alias_value":"1711.08413v2","created_at":"2026-05-18T00:28:22Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.1711.08413","created_at":"2026-05-18T00:28:22Z"},{"alias_kind":"pith_short_12","alias_value":"PSMHQ23D2X6I","created_at":"2026-05-18T12:31:37Z"},{"alias_kind":"pith_short_16","alias_value":"PSMHQ23D2X6ISEKR","created_at":"2026-05-18T12:31:37Z"},{"alias_kind":"pith_short_8","alias_value":"PSMHQ23D","created_at":"2026-05-18T12:31:37Z"}],"graph_snapshots":[{"event_id":"sha256:412a0dee2d0ee4f47af957a6255137d100a6300a0d15a4f5905659862b45416d","target":"graph","created_at":"2026-05-18T00:28:22Z","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"},"paper":{"abstract_excerpt":"Effective utilization of photovoltaic (PV) plants requires weather variability robust global solar radiation (GSR) forecasting models. Random weather turbulence phenomena coupled with assumptions of clear sky model as suggested by Hottel pose significant challenges to parametric & non-parametric models in GSR conversion rate estimation. Also, a decent GSR estimate requires costly high-tech radiometer and expert dependent instrument handling and measurements, which are subjective. As such, a computer aided monitoring (CAM) system to evaluate PV plant operation feasibility by employing smart gri","authors_text":"Chanchal Kumar Mukherjee, Saon Banerjee, Sawon Pratiher, Subhadip Dey","cross_cats":["stat.AP","stat.ML"],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2017-11-22T17:41:40Z","title":"SolarisNet: A Deep Regression Network for Solar Radiation Prediction"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"1711.08413","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:c019ac485d7e6a46525a0db550d8806b91d5efe3d7d29f72ea607b2e5dd5d01c","target":"record","created_at":"2026-05-18T00:28:22Z","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":"fdce7d5f4060f99eba8e4d6c9a0efb39ea9f0a1d04273acdb143c4f5709ce18a","cross_cats_sorted":["stat.AP","stat.ML"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2017-11-22T17:41:40Z","title_canon_sha256":"7053158438ed66f03ceb0fd8fae586c37d24856c4a087cc9372e1d20b6c32fd2"},"schema_version":"1.0","source":{"id":"1711.08413","kind":"arxiv","version":2}},"canonical_sha256":"7c98786b63d5fc8911511fb2b15757cd793daacdc4592527024d067de741f19c","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"7c98786b63d5fc8911511fb2b15757cd793daacdc4592527024d067de741f19c","first_computed_at":"2026-05-18T00:28:22.163598Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-05-18T00:28:22.163598Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"qeo5ZfRLDPdr4Zxh1GdpzTuJhoeykKcLZJidvZBHLKwdvwDMBAB5mtNaR6sW938dUD2n0LwyWuHToJPFbWI+Dw==","signature_status":"signed_v1","signed_at":"2026-05-18T00:28:22.164357Z","signed_message":"canonical_sha256_bytes"},"source_id":"1711.08413","source_kind":"arxiv","source_version":2}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:c019ac485d7e6a46525a0db550d8806b91d5efe3d7d29f72ea607b2e5dd5d01c","sha256:412a0dee2d0ee4f47af957a6255137d100a6300a0d15a4f5905659862b45416d"],"state_sha256":"31ec1a4fae3a155c1be0a1e3441001f4bab3f4e8e41fe285ab113ecbbdb6dc1b"}