{"record_type":"pith_number_record","schema_url":"https://pith.science/schemas/pith-number/v1.json","pith_number":"pith:2024:PPET7R5TZOB2URCUK6L7POF7II","short_pith_number":"pith:PPET7R5T","schema_version":"1.0","canonical_sha256":"7bc93fc7b3cb83aa44545797f7b8bf4213019b0a715cd573e2c045840fc5bf21","source":{"kind":"arxiv","id":"2402.18244","version":2},"attestation_state":"computed","paper":{"title":"Four-Dimensional Phase-Space Reconstruction of Flat and Magnetized Beams Using Neural Networks and Differentiable Simulations","license":"http://creativecommons.org/licenses/by/4.0/","headline":"","cross_cats":[],"primary_cat":"physics.acc-ph","authors_text":"Auralee Edelen, Charles Whiteford, Eric Wisniewski, Gongxiaohui Chen, John Power, Juan Pablo Gonzalez-Aguilera, Philippe Piot, Ryan Roussel, Scott Doran, Seongyeol Kim, Wanming Liu, Young-Kee Kim","submitted_at":"2024-02-28T11:16:07Z","abstract_excerpt":"Beams with cross-plane coupling or extreme asymmetries between the two transverse phase spaces are often encountered in particle accelerators. Flat beams with large transverse-emittance ratios are critical for future linear colliders. Similarly, magnetized beams with significant cross-plane coupling are expected to enhance the performance of electron cooling in hadron beams. Preparing these beams requires precise control and characterization of the four-dimensional transverse phase space. In this study, we employ generative phase space reconstruction (GPSR) techniques to rapidly characterize m"},"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":"2402.18244","kind":"arxiv","version":2},"metadata":{"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"physics.acc-ph","submitted_at":"2024-02-28T11:16:07Z","cross_cats_sorted":[],"title_canon_sha256":"48c8d638ed75c69ee5244dddf634b2adf680588bc6eeb6a4f8849d5fe71d417a","abstract_canon_sha256":"1ad545c1522ee372a310d4e329db56d7daf227c9943dbb62b4dc3f4fc0c259b4"},"schema_version":"1.0"},"receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T08:47:13.346241Z","signature_b64":"l5FoSRS6IWc2k6VZxPcTIn9CP0geXWbgNNSA0fNtRDzlDpzUdnwIzoWXjbfS29s3FMgdGDrR2qi9ayyU2E9UAA==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"7bc93fc7b3cb83aa44545797f7b8bf4213019b0a715cd573e2c045840fc5bf21","last_reissued_at":"2026-07-05T08:47:13.345789Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T08:47:13.345789Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"graph_snapshot":{"paper":{"title":"Four-Dimensional Phase-Space Reconstruction of Flat and Magnetized Beams Using Neural Networks and Differentiable Simulations","license":"http://creativecommons.org/licenses/by/4.0/","headline":"","cross_cats":[],"primary_cat":"physics.acc-ph","authors_text":"Auralee Edelen, Charles Whiteford, Eric Wisniewski, Gongxiaohui Chen, John Power, Juan Pablo Gonzalez-Aguilera, Philippe Piot, Ryan Roussel, Scott Doran, Seongyeol Kim, Wanming Liu, Young-Kee Kim","submitted_at":"2024-02-28T11:16:07Z","abstract_excerpt":"Beams with cross-plane coupling or extreme asymmetries between the two transverse phase spaces are often encountered in particle accelerators. Flat beams with large transverse-emittance ratios are critical for future linear colliders. Similarly, magnetized beams with significant cross-plane coupling are expected to enhance the performance of electron cooling in hadron beams. Preparing these beams requires precise control and characterization of the four-dimensional transverse phase space. In this study, we employ generative phase space reconstruction (GPSR) techniques to rapidly characterize m"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2402.18244","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/2402.18244/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":"2402.18244","created_at":"2026-07-05T08:47:13.345850+00:00"},{"alias_kind":"arxiv_version","alias_value":"2402.18244v2","created_at":"2026-07-05T08:47:13.345850+00:00"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2402.18244","created_at":"2026-07-05T08:47:13.345850+00:00"},{"alias_kind":"pith_short_12","alias_value":"PPET7R5TZOB2","created_at":"2026-07-05T08:47:13.345850+00:00"},{"alias_kind":"pith_short_16","alias_value":"PPET7R5TZOB2URCU","created_at":"2026-07-05T08:47:13.345850+00:00"},{"alias_kind":"pith_short_8","alias_value":"PPET7R5T","created_at":"2026-07-05T08:47:13.345850+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/PPET7R5TZOB2URCUK6L7POF7II","json":"https://pith.science/pith/PPET7R5TZOB2URCUK6L7POF7II.json","graph_json":"https://pith.science/api/pith-number/PPET7R5TZOB2URCUK6L7POF7II/graph.json","events_json":"https://pith.science/api/pith-number/PPET7R5TZOB2URCUK6L7POF7II/events.json","paper":"https://pith.science/paper/PPET7R5T"},"agent_actions":{"view_html":"https://pith.science/pith/PPET7R5TZOB2URCUK6L7POF7II","download_json":"https://pith.science/pith/PPET7R5TZOB2URCUK6L7POF7II.json","view_paper":"https://pith.science/paper/PPET7R5T","resolve_alias":"https://pith.science/api/pith-number/resolve?arxiv=2402.18244&json=true","fetch_graph":"https://pith.science/api/pith-number/PPET7R5TZOB2URCUK6L7POF7II/graph.json","fetch_events":"https://pith.science/api/pith-number/PPET7R5TZOB2URCUK6L7POF7II/events.json","actions":{"anchor_timestamp":"https://pith.science/pith/PPET7R5TZOB2URCUK6L7POF7II/action/timestamp_anchor","attest_storage":"https://pith.science/pith/PPET7R5TZOB2URCUK6L7POF7II/action/storage_attestation","attest_author":"https://pith.science/pith/PPET7R5TZOB2URCUK6L7POF7II/action/author_attestation","sign_citation":"https://pith.science/pith/PPET7R5TZOB2URCUK6L7POF7II/action/citation_signature","submit_replication":"https://pith.science/pith/PPET7R5TZOB2URCUK6L7POF7II/action/replication_record"}},"created_at":"2026-07-05T08:47:13.345850+00:00","updated_at":"2026-07-05T08:47:13.345850+00:00"}