{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2023:2SDWYK5DLQPLW4OQXB2XG52QQG","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":"2347a307d3a58a34f2cb8e781e815bfee4d12aa438850e16a173bb195fc6a940","cross_cats_sorted":["cs.LG","physics.ins-det"],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"hep-ex","submitted_at":"2023-07-11T10:17:57Z","title_canon_sha256":"5b7cf227e962569b62c800846caf7ca384e9d5cc97f66fa53140d86dc69f4e43"},"schema_version":"1.0","source":{"id":"2307.05152","kind":"arxiv","version":2}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2307.05152","created_at":"2026-07-05T07:25:43Z"},{"alias_kind":"arxiv_version","alias_value":"2307.05152v2","created_at":"2026-07-05T07:25:43Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2307.05152","created_at":"2026-07-05T07:25:43Z"},{"alias_kind":"pith_short_12","alias_value":"2SDWYK5DLQPL","created_at":"2026-07-05T07:25:43Z"},{"alias_kind":"pith_short_16","alias_value":"2SDWYK5DLQPLW4OQ","created_at":"2026-07-05T07:25:43Z"},{"alias_kind":"pith_short_8","alias_value":"2SDWYK5D","created_at":"2026-07-05T07:25:43Z"}],"graph_snapshots":[{"event_id":"sha256:f4b607659bf0ad39f994166c6766c28e226c1e5a9bfcf78edd109c9532a28723","target":"graph","created_at":"2026-07-05T07:25:43Z","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/2307.05152/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Experimental particle physics demands a sophisticated trigger and acquisition system capable to efficiently retain the collisions of interest for further investigation. Heterogeneous computing with the employment of FPGA cards may emerge as a trending technology for the triggering strategy of the upcoming high-luminosity program of the Large Hadron Collider at CERN. In this context, we present two machine-learning algorithms for selecting events where neutral long-lived particles decay within the detector volume studying their accuracy and inference time when accelerated on commercially availa","authors_text":"Andrea Coccaro, Francesco Armando Di Bello, Lucrezia Rambelli, Nicola Stocchetti, Stefano Giagu","cross_cats":["cs.LG","physics.ins-det"],"headline":"","license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"hep-ex","submitted_at":"2023-07-11T10:17:57Z","title":"Fast Neural Network Inference on FPGAs for Triggering on Long-Lived Particles at Colliders"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2307.05152","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":"sha256:3e032c14df497216ee8976ff69244ec6a273cf2f1c23a1c7f01b6121ba0f0b4d","target":"record","created_at":"2026-07-05T07:25:43Z","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":"2347a307d3a58a34f2cb8e781e815bfee4d12aa438850e16a173bb195fc6a940","cross_cats_sorted":["cs.LG","physics.ins-det"],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"hep-ex","submitted_at":"2023-07-11T10:17:57Z","title_canon_sha256":"5b7cf227e962569b62c800846caf7ca384e9d5cc97f66fa53140d86dc69f4e43"},"schema_version":"1.0","source":{"id":"2307.05152","kind":"arxiv","version":2}},"canonical_sha256":"d4876c2ba35c1ebb71d0b87573775081b992067d99d0c7fc3e4a3f3705f3249e","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"d4876c2ba35c1ebb71d0b87573775081b992067d99d0c7fc3e4a3f3705f3249e","first_computed_at":"2026-07-05T07:25:43.061932Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T07:25:43.061932Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"8Bv0uSkAUROrMDUlV9FD1iz9DDqiFWO8rsm6RTSy+kLPkKtg2HMNYmqt3K7ZR8Wsp1qpXlxGSmw9pUH0Eq1ZAQ==","signature_status":"signed_v1","signed_at":"2026-07-05T07:25:43.062444Z","signed_message":"canonical_sha256_bytes"},"source_id":"2307.05152","source_kind":"arxiv","source_version":2}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:3e032c14df497216ee8976ff69244ec6a273cf2f1c23a1c7f01b6121ba0f0b4d","sha256:f4b607659bf0ad39f994166c6766c28e226c1e5a9bfcf78edd109c9532a28723"],"state_sha256":"00d863134442c51c875bda1eea0ce328a39c8797fe1bab07f735da8a0e7929b2"}