{"record_type":"pith_number_record","schema_url":"https://pith.science/schemas/pith-number/v1.json","pith_number":"pith:2023:PZJLDHXW5SZKFL4WFRHRJMX64H","short_pith_number":"pith:PZJLDHXW","schema_version":"1.0","canonical_sha256":"7e52b19ef6ecb2a2af962c4f14b2fee1e10a3ec5f12a31fd56673b3e23296f7e","source":{"kind":"arxiv","id":"2312.10281","version":1},"attestation_state":"computed","paper":{"title":"AEcroscoPy: A software-hardware framework empowering microscopy toward automated and autonomous experimentation","license":"http://creativecommons.org/licenses/by/4.0/","headline":"","cross_cats":[],"primary_cat":"cond-mat.mtrl-sci","authors_text":"Jan-Chi Yang, Kevin Roccapriore, Marti Checa, Rama K. Vasudevan, Sai Mani Valleti, Stephen Jesse, Yongtao Liu","submitted_at":"2023-12-16T01:08:47Z","abstract_excerpt":"Microscopy, in particular scanning probe and electron microscopy, has been pivotal in improving our understanding of structure-function relationships at the nanoscale and is by now ubiquitous in most research characterization labs and facilities. However, traditional microscopy operations are still limited largely by a human-centric click-and-go paradigm utilizing vendor-provided software, which necessarily limits the scope, utility, efficiency, effectiveness, and at times reproducibility of microscopy experiments. Here, we develop a coupled hardware-software platform that consists of a field-"},"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":"2312.10281","kind":"arxiv","version":1},"metadata":{"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cond-mat.mtrl-sci","submitted_at":"2023-12-16T01:08:47Z","cross_cats_sorted":[],"title_canon_sha256":"6732a737d409fde604e18e9da6419962b53c940ffdda30c24bf08c526ad1eefd","abstract_canon_sha256":"c55e4b85e9ab9f6db759ab9ed3e1d42d713f819eeb8ca719bdef938e4dc25f17"},"schema_version":"1.0"},"receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T07:25:04.300794Z","signature_b64":"C9KpI68DhFC1K14J7ptwlwkcNsDBvYOWsuavdFa9lCjG5KPA93hutI30ESkmVlMErvbash2NDV11CVDtVQjECA==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"7e52b19ef6ecb2a2af962c4f14b2fee1e10a3ec5f12a31fd56673b3e23296f7e","last_reissued_at":"2026-07-05T07:25:04.300358Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T07:25:04.300358Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"graph_snapshot":{"paper":{"title":"AEcroscoPy: A software-hardware framework empowering microscopy toward automated and autonomous experimentation","license":"http://creativecommons.org/licenses/by/4.0/","headline":"","cross_cats":[],"primary_cat":"cond-mat.mtrl-sci","authors_text":"Jan-Chi Yang, Kevin Roccapriore, Marti Checa, Rama K. Vasudevan, Sai Mani Valleti, Stephen Jesse, Yongtao Liu","submitted_at":"2023-12-16T01:08:47Z","abstract_excerpt":"Microscopy, in particular scanning probe and electron microscopy, has been pivotal in improving our understanding of structure-function relationships at the nanoscale and is by now ubiquitous in most research characterization labs and facilities. However, traditional microscopy operations are still limited largely by a human-centric click-and-go paradigm utilizing vendor-provided software, which necessarily limits the scope, utility, efficiency, effectiveness, and at times reproducibility of microscopy experiments. Here, we develop a coupled hardware-software platform that consists of a field-"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2312.10281","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/2312.10281/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":"2312.10281","created_at":"2026-07-05T07:25:04.300420+00:00"},{"alias_kind":"arxiv_version","alias_value":"2312.10281v1","created_at":"2026-07-05T07:25:04.300420+00:00"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2312.10281","created_at":"2026-07-05T07:25:04.300420+00:00"},{"alias_kind":"pith_short_12","alias_value":"PZJLDHXW5SZK","created_at":"2026-07-05T07:25:04.300420+00:00"},{"alias_kind":"pith_short_16","alias_value":"PZJLDHXW5SZKFL4W","created_at":"2026-07-05T07:25:04.300420+00:00"},{"alias_kind":"pith_short_8","alias_value":"PZJLDHXW","created_at":"2026-07-05T07:25:04.300420+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/PZJLDHXW5SZKFL4WFRHRJMX64H","json":"https://pith.science/pith/PZJLDHXW5SZKFL4WFRHRJMX64H.json","graph_json":"https://pith.science/api/pith-number/PZJLDHXW5SZKFL4WFRHRJMX64H/graph.json","events_json":"https://pith.science/api/pith-number/PZJLDHXW5SZKFL4WFRHRJMX64H/events.json","paper":"https://pith.science/paper/PZJLDHXW"},"agent_actions":{"view_html":"https://pith.science/pith/PZJLDHXW5SZKFL4WFRHRJMX64H","download_json":"https://pith.science/pith/PZJLDHXW5SZKFL4WFRHRJMX64H.json","view_paper":"https://pith.science/paper/PZJLDHXW","resolve_alias":"https://pith.science/api/pith-number/resolve?arxiv=2312.10281&json=true","fetch_graph":"https://pith.science/api/pith-number/PZJLDHXW5SZKFL4WFRHRJMX64H/graph.json","fetch_events":"https://pith.science/api/pith-number/PZJLDHXW5SZKFL4WFRHRJMX64H/events.json","actions":{"anchor_timestamp":"https://pith.science/pith/PZJLDHXW5SZKFL4WFRHRJMX64H/action/timestamp_anchor","attest_storage":"https://pith.science/pith/PZJLDHXW5SZKFL4WFRHRJMX64H/action/storage_attestation","attest_author":"https://pith.science/pith/PZJLDHXW5SZKFL4WFRHRJMX64H/action/author_attestation","sign_citation":"https://pith.science/pith/PZJLDHXW5SZKFL4WFRHRJMX64H/action/citation_signature","submit_replication":"https://pith.science/pith/PZJLDHXW5SZKFL4WFRHRJMX64H/action/replication_record"}},"created_at":"2026-07-05T07:25:04.300420+00:00","updated_at":"2026-07-05T07:25:04.300420+00:00"}