{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2023:3L3TA4MF6SDXRJNAXNID2ANGBZ","short_pith_number":"pith:3L3TA4MF","canonical_record":{"source":{"id":"2311.10910","kind":"arxiv","version":2},"metadata":{"license":"http://creativecommons.org/licenses/by-nc-nd/4.0/","primary_cat":"physics.geo-ph","submitted_at":"2023-11-17T23:35:34Z","cross_cats_sorted":["eess.SP"],"title_canon_sha256":"899ed22c302767605a97fcd0d1708cd2a32bcfc881881e89fd87e992fd0f28d4","abstract_canon_sha256":"a55b8a76e86a76f5e8532b854731200ed995e1995374206f5692fc8aa62ae400"},"schema_version":"1.0"},"canonical_sha256":"daf7307185f48778a5a0bb503d01a60e7f2507984d85b36bbe730550fd4aaa56","source":{"kind":"arxiv","id":"2311.10910","version":2},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2311.10910","created_at":"2026-07-05T08:01:34Z"},{"alias_kind":"arxiv_version","alias_value":"2311.10910v2","created_at":"2026-07-05T08:01:34Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2311.10910","created_at":"2026-07-05T08:01:34Z"},{"alias_kind":"pith_short_12","alias_value":"3L3TA4MF6SDX","created_at":"2026-07-05T08:01:34Z"},{"alias_kind":"pith_short_16","alias_value":"3L3TA4MF6SDXRJNA","created_at":"2026-07-05T08:01:34Z"},{"alias_kind":"pith_short_8","alias_value":"3L3TA4MF","created_at":"2026-07-05T08:01:34Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2023:3L3TA4MF6SDXRJNAXNID2ANGBZ","target":"record","payload":{"canonical_record":{"source":{"id":"2311.10910","kind":"arxiv","version":2},"metadata":{"license":"http://creativecommons.org/licenses/by-nc-nd/4.0/","primary_cat":"physics.geo-ph","submitted_at":"2023-11-17T23:35:34Z","cross_cats_sorted":["eess.SP"],"title_canon_sha256":"899ed22c302767605a97fcd0d1708cd2a32bcfc881881e89fd87e992fd0f28d4","abstract_canon_sha256":"a55b8a76e86a76f5e8532b854731200ed995e1995374206f5692fc8aa62ae400"},"schema_version":"1.0"},"canonical_sha256":"daf7307185f48778a5a0bb503d01a60e7f2507984d85b36bbe730550fd4aaa56","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T08:01:34.381754Z","signature_b64":"afJTt8iXluG1Mxa5GiVZPyy9uH2mk9iE0m3TGlw9h5pK7pGw+QjdTn/wKVJiYWxqfqGKpg8MFBcbCxHxPQUfBg==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"daf7307185f48778a5a0bb503d01a60e7f2507984d85b36bbe730550fd4aaa56","last_reissued_at":"2026-07-05T08:01:34.381197Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T08:01:34.381197Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2311.10910","source_version":2,"attestation_state":"computed"},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-07-05T08:01:34Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"lIC+ju3NRWayLppyJehewI/FmQsL877OQWQW1Fwi8iuPVUjjU5molw37vhvjEIyejtnTuT/FPN5s03tNLISoAQ==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-06T05:48:28.191826Z"},"content_sha256":"0d4b8217d79109b9e117c7dbd15014709bf5f475b6aa4988488c6f1434a01e8b","schema_version":"1.0","event_id":"sha256:0d4b8217d79109b9e117c7dbd15014709bf5f475b6aa4988488c6f1434a01e8b"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2023:3L3TA4MF6SDXRJNAXNID2ANGBZ","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"GAN-supervised Seismic Data Reconstruction: An Enhanced-Learning for Improved Generalization","license":"http://creativecommons.org/licenses/by-nc-nd/4.0/","headline":"","cross_cats":["eess.SP"],"primary_cat":"physics.geo-ph","authors_text":"Claudia Correa, Henry Arguello, Leon Suarez-Rodriguez, Paul Goyes-Penafiel","submitted_at":"2023-11-17T23:35:34Z","abstract_excerpt":"Seismic data interpolation of irregularly missing traces plays a crucial role in subsurface imaging, enabling accurate analysis and interpretation throughout the seismic processing workflow. Despite the widespread exploration of deep supervised learning methods for seismic data reconstruction, several challenges still remain open. Particularly, the requirement of extensive training data and poor domain generalization due to the seismic survey's variability poses significant issues. To overcome these limitations, this paper introduces a deep-learning-based seismic data reconstruction approach t"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2311.10910","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/2311.10910/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":"2026-07-05T08:01:34Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"8Z6plMD5/F1UoPAS/Gt2bndGnDvXXwsajCBIk1ane0w8T09RjFqp9est27Z7JsTmhcallwWqUE/T7LIa+joRDA==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-06T05:48:28.192335Z"},"content_sha256":"e1a622ce27d527c5461c0de8161969eaf3645351bd7b4e4feb72b0cdc96a4df2","schema_version":"1.0","event_id":"sha256:e1a622ce27d527c5461c0de8161969eaf3645351bd7b4e4feb72b0cdc96a4df2"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/3L3TA4MF6SDXRJNAXNID2ANGBZ/bundle.json","state_url":"https://pith.science/pith/3L3TA4MF6SDXRJNAXNID2ANGBZ/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/3L3TA4MF6SDXRJNAXNID2ANGBZ/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":"2026-08-06T05:48:28Z","links":{"resolver":"https://pith.science/pith/3L3TA4MF6SDXRJNAXNID2ANGBZ","bundle":"https://pith.science/pith/3L3TA4MF6SDXRJNAXNID2ANGBZ/bundle.json","state":"https://pith.science/pith/3L3TA4MF6SDXRJNAXNID2ANGBZ/state.json","well_known_bundle":"https://pith.science/.well-known/pith/3L3TA4MF6SDXRJNAXNID2ANGBZ/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2023:3L3TA4MF6SDXRJNAXNID2ANGBZ","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":"a55b8a76e86a76f5e8532b854731200ed995e1995374206f5692fc8aa62ae400","cross_cats_sorted":["eess.SP"],"license":"http://creativecommons.org/licenses/by-nc-nd/4.0/","primary_cat":"physics.geo-ph","submitted_at":"2023-11-17T23:35:34Z","title_canon_sha256":"899ed22c302767605a97fcd0d1708cd2a32bcfc881881e89fd87e992fd0f28d4"},"schema_version":"1.0","source":{"id":"2311.10910","kind":"arxiv","version":2}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2311.10910","created_at":"2026-07-05T08:01:34Z"},{"alias_kind":"arxiv_version","alias_value":"2311.10910v2","created_at":"2026-07-05T08:01:34Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2311.10910","created_at":"2026-07-05T08:01:34Z"},{"alias_kind":"pith_short_12","alias_value":"3L3TA4MF6SDX","created_at":"2026-07-05T08:01:34Z"},{"alias_kind":"pith_short_16","alias_value":"3L3TA4MF6SDXRJNA","created_at":"2026-07-05T08:01:34Z"},{"alias_kind":"pith_short_8","alias_value":"3L3TA4MF","created_at":"2026-07-05T08:01:34Z"}],"graph_snapshots":[{"event_id":"sha256:e1a622ce27d527c5461c0de8161969eaf3645351bd7b4e4feb72b0cdc96a4df2","target":"graph","created_at":"2026-07-05T08:01:34Z","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/2311.10910/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Seismic data interpolation of irregularly missing traces plays a crucial role in subsurface imaging, enabling accurate analysis and interpretation throughout the seismic processing workflow. Despite the widespread exploration of deep supervised learning methods for seismic data reconstruction, several challenges still remain open. Particularly, the requirement of extensive training data and poor domain generalization due to the seismic survey's variability poses significant issues. To overcome these limitations, this paper introduces a deep-learning-based seismic data reconstruction approach t","authors_text":"Claudia Correa, Henry Arguello, Leon Suarez-Rodriguez, Paul Goyes-Penafiel","cross_cats":["eess.SP"],"headline":"","license":"http://creativecommons.org/licenses/by-nc-nd/4.0/","primary_cat":"physics.geo-ph","submitted_at":"2023-11-17T23:35:34Z","title":"GAN-supervised Seismic Data Reconstruction: An Enhanced-Learning for Improved Generalization"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2311.10910","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":"sha256:0d4b8217d79109b9e117c7dbd15014709bf5f475b6aa4988488c6f1434a01e8b","target":"record","created_at":"2026-07-05T08:01:34Z","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":"a55b8a76e86a76f5e8532b854731200ed995e1995374206f5692fc8aa62ae400","cross_cats_sorted":["eess.SP"],"license":"http://creativecommons.org/licenses/by-nc-nd/4.0/","primary_cat":"physics.geo-ph","submitted_at":"2023-11-17T23:35:34Z","title_canon_sha256":"899ed22c302767605a97fcd0d1708cd2a32bcfc881881e89fd87e992fd0f28d4"},"schema_version":"1.0","source":{"id":"2311.10910","kind":"arxiv","version":2}},"canonical_sha256":"daf7307185f48778a5a0bb503d01a60e7f2507984d85b36bbe730550fd4aaa56","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"daf7307185f48778a5a0bb503d01a60e7f2507984d85b36bbe730550fd4aaa56","first_computed_at":"2026-07-05T08:01:34.381197Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T08:01:34.381197Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"afJTt8iXluG1Mxa5GiVZPyy9uH2mk9iE0m3TGlw9h5pK7pGw+QjdTn/wKVJiYWxqfqGKpg8MFBcbCxHxPQUfBg==","signature_status":"signed_v1","signed_at":"2026-07-05T08:01:34.381754Z","signed_message":"canonical_sha256_bytes"},"source_id":"2311.10910","source_kind":"arxiv","source_version":2}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:0d4b8217d79109b9e117c7dbd15014709bf5f475b6aa4988488c6f1434a01e8b","sha256:e1a622ce27d527c5461c0de8161969eaf3645351bd7b4e4feb72b0cdc96a4df2"],"state_sha256":"a64ae6400cc11e0a1fbc17658cca8bb7eade30d7190efa346aec1ab77c7048b7"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"vybcuhDz7kIY/AVkVhw81tF+wMEWl39OxM2HLqde+J/aCdRSyerqgl/DgAwGRt7lxHAgG48sCpOZzdSUSzH5Ag==","signed_message":"bundle_sha256_bytes","signed_at":"2026-08-06T05:48:28.196387Z","bundle_sha256":"4c564980f34411618e54a5566896d7be1cc53c7a1f6d411363344208e31000f2"}}