{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2020:2P5QCZLSXA27KDPBKEGSHKMHAK","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":"b9f0b4eb19dd2d3934944629074bfdcb061831e0332fd31a7cfedd9ddddafba9","cross_cats_sorted":["cs.SY"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"eess.SY","submitted_at":"2020-10-21T08:42:37Z","title_canon_sha256":"d7dd2316aa1f56ca16025fec46c3e0ddab36180cd3a2c82352ed1414acae985f"},"schema_version":"1.0","source":{"id":"2010.10831","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2010.10831","created_at":"2026-07-05T01:44:54Z"},{"alias_kind":"arxiv_version","alias_value":"2010.10831v1","created_at":"2026-07-05T01:44:54Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2010.10831","created_at":"2026-07-05T01:44:54Z"},{"alias_kind":"pith_short_12","alias_value":"2P5QCZLSXA27","created_at":"2026-07-05T01:44:54Z"},{"alias_kind":"pith_short_16","alias_value":"2P5QCZLSXA27KDPB","created_at":"2026-07-05T01:44:54Z"},{"alias_kind":"pith_short_8","alias_value":"2P5QCZLS","created_at":"2026-07-05T01:44:54Z"}],"graph_snapshots":[{"event_id":"sha256:13406294c4b972046f7147ca20d17f7d718142cda45dfaf5f3410065769e57e2","target":"graph","created_at":"2026-07-05T01:44:54Z","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/2010.10831/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"The End-of-Line (EoL) calibration of semi-active suspension systems for road vehicles is usually a critical and expensive task, needing a team of vehicle and control experts as well as many hours of professional driving. In this paper, we propose a purely data-based tuning method enabling the automatic calibration of the parameters of a proprietary suspension controller by relying on little experimental time and exploiting Bayesian Optimization tools. A detailed methodology on how to select the most critical degrees of freedom of the algorithm is also provided. The effectiveness of the propose","authors_text":"Gianluca Savaia, Giulio Panzani, Matteo Corno, Sergio M. Savaresi, Simone Formentin, Youngil Sohn","cross_cats":["cs.SY"],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"eess.SY","submitted_at":"2020-10-21T08:42:37Z","title":"Experimental Automatic Calibration of a Semi-Active Suspension Controller via Bayesian Optimization"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2010.10831","kind":"arxiv","version":1},"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:f02bb8be1d5751f00224aa039c3ebb1ef5e438fe48c2e5a71ed1445aecce1982","target":"record","created_at":"2026-07-05T01:44:54Z","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":"b9f0b4eb19dd2d3934944629074bfdcb061831e0332fd31a7cfedd9ddddafba9","cross_cats_sorted":["cs.SY"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"eess.SY","submitted_at":"2020-10-21T08:42:37Z","title_canon_sha256":"d7dd2316aa1f56ca16025fec46c3e0ddab36180cd3a2c82352ed1414acae985f"},"schema_version":"1.0","source":{"id":"2010.10831","kind":"arxiv","version":1}},"canonical_sha256":"d3fb016572b835f50de1510d23a98702aa499a84cf955b5137dec1d4d28f253f","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"d3fb016572b835f50de1510d23a98702aa499a84cf955b5137dec1d4d28f253f","first_computed_at":"2026-07-05T01:44:54.967037Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T01:44:54.967037Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"oyAcuKkSuD0fs+zVelXC+LA8nlfLAVDgAzElBru4ullUbS+dAKrjeVo/I0B1pExizfxY+eia9YIlE5JeJlkEBg==","signature_status":"signed_v1","signed_at":"2026-07-05T01:44:54.967442Z","signed_message":"canonical_sha256_bytes"},"source_id":"2010.10831","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:f02bb8be1d5751f00224aa039c3ebb1ef5e438fe48c2e5a71ed1445aecce1982","sha256:13406294c4b972046f7147ca20d17f7d718142cda45dfaf5f3410065769e57e2"],"state_sha256":"1edcc86c8ccd890e5ee493752196e6a72b704023b2b1ff655c12111190cb5cc6"}