{"record_type":"pith_number_record","schema_url":"https://pith.science/schemas/pith-number/v1.json","pith_number":"pith:2024:LLUKWS47XXLTAA3X3EUOLNQBOX","short_pith_number":"pith:LLUKWS47","schema_version":"1.0","canonical_sha256":"5ae8ab4b9fbdd7300377d928e5b60175ef5b1599563cdb55edf73ce66fa44deb","source":{"kind":"arxiv","id":"2412.03299","version":1},"attestation_state":"computed","paper":{"title":"Gaussian Processes for Probabilistic Estimates of Earthquake Ground Shaking: A 1-D Proof-of-Concept","license":"http://creativecommons.org/licenses/by/4.0/","headline":"","cross_cats":["cs.LG","stat.AP"],"primary_cat":"physics.geo-ph","authors_text":"At{\\i}l{\\i}m G\\\"une\\c{s} Baydin, Paula Koelemeijer, Sam A. Scivier, Tarje Nissen-Meyer","submitted_at":"2024-12-04T13:16:57Z","abstract_excerpt":"Estimates of seismic wave speeds in the Earth (seismic velocity models) are key input parameters to earthquake simulations for ground motion prediction. Owing to the non-uniqueness of the seismic inverse problem, typically many velocity models exist for any given region. The arbitrary choice of which velocity model to use in earthquake simulations impacts ground motion predictions. However, current hazard analysis methods do not account for this source of uncertainty. We present a proof-of-concept ground motion prediction workflow for incorporating uncertainties arising from inconsistencies be"},"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":"2412.03299","kind":"arxiv","version":1},"metadata":{"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"physics.geo-ph","submitted_at":"2024-12-04T13:16:57Z","cross_cats_sorted":["cs.LG","stat.AP"],"title_canon_sha256":"751778d5388fb3b64e6b274a0366cd33cdbbe67d3e89edc9ae205ba2c866422f","abstract_canon_sha256":"a86210a923e3dfc45572832a9b25a8a49a36ceeb3e29d8e643e718f1546e4f59"},"schema_version":"1.0"},"receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T09:44:27.626773Z","signature_b64":"dGFviGK1EH0087lt20HaE+7VB2uMaTBx3vMj9K7FWDgzd31rQlzJdbAHixheVn3m/CiSipqjR3h86jcWpgo7Ag==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"5ae8ab4b9fbdd7300377d928e5b60175ef5b1599563cdb55edf73ce66fa44deb","last_reissued_at":"2026-07-05T09:44:27.626229Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T09:44:27.626229Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"graph_snapshot":{"paper":{"title":"Gaussian Processes for Probabilistic Estimates of Earthquake Ground Shaking: A 1-D Proof-of-Concept","license":"http://creativecommons.org/licenses/by/4.0/","headline":"","cross_cats":["cs.LG","stat.AP"],"primary_cat":"physics.geo-ph","authors_text":"At{\\i}l{\\i}m G\\\"une\\c{s} Baydin, Paula Koelemeijer, Sam A. Scivier, Tarje Nissen-Meyer","submitted_at":"2024-12-04T13:16:57Z","abstract_excerpt":"Estimates of seismic wave speeds in the Earth (seismic velocity models) are key input parameters to earthquake simulations for ground motion prediction. Owing to the non-uniqueness of the seismic inverse problem, typically many velocity models exist for any given region. The arbitrary choice of which velocity model to use in earthquake simulations impacts ground motion predictions. However, current hazard analysis methods do not account for this source of uncertainty. We present a proof-of-concept ground motion prediction workflow for incorporating uncertainties arising from inconsistencies be"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2412.03299","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/2412.03299/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":"2412.03299","created_at":"2026-07-05T09:44:27.626299+00:00"},{"alias_kind":"arxiv_version","alias_value":"2412.03299v1","created_at":"2026-07-05T09:44:27.626299+00:00"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2412.03299","created_at":"2026-07-05T09:44:27.626299+00:00"},{"alias_kind":"pith_short_12","alias_value":"LLUKWS47XXLT","created_at":"2026-07-05T09:44:27.626299+00:00"},{"alias_kind":"pith_short_16","alias_value":"LLUKWS47XXLTAA3X","created_at":"2026-07-05T09:44:27.626299+00:00"},{"alias_kind":"pith_short_8","alias_value":"LLUKWS47","created_at":"2026-07-05T09:44:27.626299+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/LLUKWS47XXLTAA3X3EUOLNQBOX","json":"https://pith.science/pith/LLUKWS47XXLTAA3X3EUOLNQBOX.json","graph_json":"https://pith.science/api/pith-number/LLUKWS47XXLTAA3X3EUOLNQBOX/graph.json","events_json":"https://pith.science/api/pith-number/LLUKWS47XXLTAA3X3EUOLNQBOX/events.json","paper":"https://pith.science/paper/LLUKWS47"},"agent_actions":{"view_html":"https://pith.science/pith/LLUKWS47XXLTAA3X3EUOLNQBOX","download_json":"https://pith.science/pith/LLUKWS47XXLTAA3X3EUOLNQBOX.json","view_paper":"https://pith.science/paper/LLUKWS47","resolve_alias":"https://pith.science/api/pith-number/resolve?arxiv=2412.03299&json=true","fetch_graph":"https://pith.science/api/pith-number/LLUKWS47XXLTAA3X3EUOLNQBOX/graph.json","fetch_events":"https://pith.science/api/pith-number/LLUKWS47XXLTAA3X3EUOLNQBOX/events.json","actions":{"anchor_timestamp":"https://pith.science/pith/LLUKWS47XXLTAA3X3EUOLNQBOX/action/timestamp_anchor","attest_storage":"https://pith.science/pith/LLUKWS47XXLTAA3X3EUOLNQBOX/action/storage_attestation","attest_author":"https://pith.science/pith/LLUKWS47XXLTAA3X3EUOLNQBOX/action/author_attestation","sign_citation":"https://pith.science/pith/LLUKWS47XXLTAA3X3EUOLNQBOX/action/citation_signature","submit_replication":"https://pith.science/pith/LLUKWS47XXLTAA3X3EUOLNQBOX/action/replication_record"}},"created_at":"2026-07-05T09:44:27.626299+00:00","updated_at":"2026-07-05T09:44:27.626299+00:00"}