{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2024:WF7ZSUGOPCXZM3ZD3VSEVYM2P3","short_pith_number":"pith:WF7ZSUGO","canonical_record":{"source":{"id":"2410.06523","kind":"arxiv","version":2},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"hep-th","submitted_at":"2024-10-09T03:52:18Z","cross_cats_sorted":["cond-mat.dis-nn","cond-mat.supr-con","cs.AI"],"title_canon_sha256":"ad333ab10ddb9a2197f80c2a0f92299b0e4d2f82df3dcb53309d0bb2bd7f4788","abstract_canon_sha256":"14ee3e345ba84d1be8805b23e2669ff2882076cc555d344ba873c0550505903e"},"schema_version":"1.0"},"canonical_sha256":"b17f9950ce78af966f23dd644ae19a7ed7467b27bee827b5f12e8f941e7e76e1","source":{"kind":"arxiv","id":"2410.06523","version":2},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2410.06523","created_at":"2026-07-05T10:59:47Z"},{"alias_kind":"arxiv_version","alias_value":"2410.06523v2","created_at":"2026-07-05T10:59:47Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2410.06523","created_at":"2026-07-05T10:59:47Z"},{"alias_kind":"pith_short_12","alias_value":"WF7ZSUGOPCXZ","created_at":"2026-07-05T10:59:47Z"},{"alias_kind":"pith_short_16","alias_value":"WF7ZSUGOPCXZM3ZD","created_at":"2026-07-05T10:59:47Z"},{"alias_kind":"pith_short_8","alias_value":"WF7ZSUGO","created_at":"2026-07-05T10:59:47Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2024:WF7ZSUGOPCXZM3ZD3VSEVYM2P3","target":"record","payload":{"canonical_record":{"source":{"id":"2410.06523","kind":"arxiv","version":2},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"hep-th","submitted_at":"2024-10-09T03:52:18Z","cross_cats_sorted":["cond-mat.dis-nn","cond-mat.supr-con","cs.AI"],"title_canon_sha256":"ad333ab10ddb9a2197f80c2a0f92299b0e4d2f82df3dcb53309d0bb2bd7f4788","abstract_canon_sha256":"14ee3e345ba84d1be8805b23e2669ff2882076cc555d344ba873c0550505903e"},"schema_version":"1.0"},"canonical_sha256":"b17f9950ce78af966f23dd644ae19a7ed7467b27bee827b5f12e8f941e7e76e1","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T10:59:47.985877Z","signature_b64":"qVyCsCTwvVDlVv2/db1/CqXZjPunXum2bVQoBbFIaCijx4ekN8czkjFFRWMKY/LWge3u5Nhdv3jwRoTbYq+WBQ==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"b17f9950ce78af966f23dd644ae19a7ed7467b27bee827b5f12e8f941e7e76e1","last_reissued_at":"2026-07-05T10:59:47.985420Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T10:59:47.985420Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2410.06523","source_version":2,"attestation_state":"computed"},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-07-05T10:59:47Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"HYUAKpPNgXKEmSmsMtrKgMfHvvC6oaaXtFhcuW8oBAhLGHwqw/KedC0o3l7EAvsIH6h8zfN+XqpLtqGjXFyoCA==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-12T13:05:05.020765Z"},"content_sha256":"e1293063494b04c474f88af888b466c74bee47ff75ba144884ec8d1760e563df","schema_version":"1.0","event_id":"sha256:e1293063494b04c474f88af888b466c74bee47ff75ba144884ec8d1760e563df"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2024:WF7ZSUGOPCXZM3ZD3VSEVYM2P3","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"Phase Diagram from Nonlinear Interaction between Superconducting Order and Density: Toward Data-Based Holographic Superconductor","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":["cond-mat.dis-nn","cond-mat.supr-con","cs.AI"],"primary_cat":"hep-th","authors_text":"Kyung Kiu Kim, Sejin Kim, Yunseok Seo","submitted_at":"2024-10-09T03:52:18Z","abstract_excerpt":"We address an inverse problem in modeling holographic superconductors. We focus our research on the critical temperature behavior depicted by experiments. We use a physics-informed neural network method to find a mass function $M(F^2)$, which is necessary to understand phase transition behavior. This mass function describes a nonlinear interaction between superconducting order and charge carrier density. We introduce positional embedding layers to improve the learning process in our algorithm, and the Adam optimization is used to predict the critical temperature data via holographic calculatio"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2410.06523","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/2410.06523/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"},"verdict_id":null},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-07-05T10:59:47Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"anGT4CHt5d2XCkmyhnUelkyFkY4E+36zPmOUmd9OMtqXBwZaAUEiix8iWPD5+N9hqArwn/kf1sLUUxTwk/wgBQ==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-12T13:05:05.021337Z"},"content_sha256":"6f33a88d00850f03183d393f337ccd0bedc5abfab38da6cbf50a74ee8819c32b","schema_version":"1.0","event_id":"sha256:6f33a88d00850f03183d393f337ccd0bedc5abfab38da6cbf50a74ee8819c32b"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/WF7ZSUGOPCXZM3ZD3VSEVYM2P3/bundle.json","state_url":"https://pith.science/pith/WF7ZSUGOPCXZM3ZD3VSEVYM2P3/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/WF7ZSUGOPCXZM3ZD3VSEVYM2P3/bundle.json","status":"primary"}],"public_keys":[{"key_id":"pith-v1-2026-05","algorithm":"ed25519","format":"raw","public_key_b64":"stVStoiQhXFxp4s2pdzPNoqVNBMojDU/fJ2db5S3CbM=","public_key_hex":"b2d552b68890857171a78b36a5dccf368a953413288c353f7c9d9d6f94b709b3","fingerprint_sha256_b32_first128bits":"RVFV5Z2OI2J3ZUO7ERDEBCYNKS","fingerprint_sha256_hex":"8d4b5ee74e4693bcd1df2446408b0d54","rotates_at":null,"url":"https://pith.science/pith-signing-key.json","notes":"Pith uses this Ed25519 key to sign canonical record SHA-256 digests. Verify with: ed25519_verify(public_key, message=canonical_sha256_bytes, signature=base64decode(signature_b64))."}],"merge_version":"pith-open-graph-merge-v1","built_at":"2026-08-12T13:05:05Z","links":{"resolver":"https://pith.science/pith/WF7ZSUGOPCXZM3ZD3VSEVYM2P3","bundle":"https://pith.science/pith/WF7ZSUGOPCXZM3ZD3VSEVYM2P3/bundle.json","state":"https://pith.science/pith/WF7ZSUGOPCXZM3ZD3VSEVYM2P3/state.json","well_known_bundle":"https://pith.science/.well-known/pith/WF7ZSUGOPCXZM3ZD3VSEVYM2P3/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2024:WF7ZSUGOPCXZM3ZD3VSEVYM2P3","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":"14ee3e345ba84d1be8805b23e2669ff2882076cc555d344ba873c0550505903e","cross_cats_sorted":["cond-mat.dis-nn","cond-mat.supr-con","cs.AI"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"hep-th","submitted_at":"2024-10-09T03:52:18Z","title_canon_sha256":"ad333ab10ddb9a2197f80c2a0f92299b0e4d2f82df3dcb53309d0bb2bd7f4788"},"schema_version":"1.0","source":{"id":"2410.06523","kind":"arxiv","version":2}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2410.06523","created_at":"2026-07-05T10:59:47Z"},{"alias_kind":"arxiv_version","alias_value":"2410.06523v2","created_at":"2026-07-05T10:59:47Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2410.06523","created_at":"2026-07-05T10:59:47Z"},{"alias_kind":"pith_short_12","alias_value":"WF7ZSUGOPCXZ","created_at":"2026-07-05T10:59:47Z"},{"alias_kind":"pith_short_16","alias_value":"WF7ZSUGOPCXZM3ZD","created_at":"2026-07-05T10:59:47Z"},{"alias_kind":"pith_short_8","alias_value":"WF7ZSUGO","created_at":"2026-07-05T10:59:47Z"}],"graph_snapshots":[{"event_id":"sha256:6f33a88d00850f03183d393f337ccd0bedc5abfab38da6cbf50a74ee8819c32b","target":"graph","created_at":"2026-07-05T10:59:47Z","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/2410.06523/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"We address an inverse problem in modeling holographic superconductors. We focus our research on the critical temperature behavior depicted by experiments. We use a physics-informed neural network method to find a mass function $M(F^2)$, which is necessary to understand phase transition behavior. This mass function describes a nonlinear interaction between superconducting order and charge carrier density. We introduce positional embedding layers to improve the learning process in our algorithm, and the Adam optimization is used to predict the critical temperature data via holographic calculatio","authors_text":"Kyung Kiu Kim, Sejin Kim, Yunseok Seo","cross_cats":["cond-mat.dis-nn","cond-mat.supr-con","cs.AI"],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"hep-th","submitted_at":"2024-10-09T03:52:18Z","title":"Phase Diagram from Nonlinear Interaction between Superconducting Order and Density: Toward Data-Based Holographic Superconductor"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2410.06523","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:e1293063494b04c474f88af888b466c74bee47ff75ba144884ec8d1760e563df","target":"record","created_at":"2026-07-05T10:59:47Z","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":"14ee3e345ba84d1be8805b23e2669ff2882076cc555d344ba873c0550505903e","cross_cats_sorted":["cond-mat.dis-nn","cond-mat.supr-con","cs.AI"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"hep-th","submitted_at":"2024-10-09T03:52:18Z","title_canon_sha256":"ad333ab10ddb9a2197f80c2a0f92299b0e4d2f82df3dcb53309d0bb2bd7f4788"},"schema_version":"1.0","source":{"id":"2410.06523","kind":"arxiv","version":2}},"canonical_sha256":"b17f9950ce78af966f23dd644ae19a7ed7467b27bee827b5f12e8f941e7e76e1","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"b17f9950ce78af966f23dd644ae19a7ed7467b27bee827b5f12e8f941e7e76e1","first_computed_at":"2026-07-05T10:59:47.985420Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T10:59:47.985420Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"qVyCsCTwvVDlVv2/db1/CqXZjPunXum2bVQoBbFIaCijx4ekN8czkjFFRWMKY/LWge3u5Nhdv3jwRoTbYq+WBQ==","signature_status":"signed_v1","signed_at":"2026-07-05T10:59:47.985877Z","signed_message":"canonical_sha256_bytes"},"source_id":"2410.06523","source_kind":"arxiv","source_version":2}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:e1293063494b04c474f88af888b466c74bee47ff75ba144884ec8d1760e563df","sha256:6f33a88d00850f03183d393f337ccd0bedc5abfab38da6cbf50a74ee8819c32b"],"state_sha256":"86b9d1826cdbd45d17ff94ea401cfd308ffc32ab65b532df32e076c53c4ce1db"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"f4T9tUIEJwB6hzHpwN2pd9lp1aqxW2p8DkCOiXelMnAEqgyq36D3UN8UMH6c2jrMxMoSETDvkz0qMMxuQcNQDg==","signed_message":"bundle_sha256_bytes","signed_at":"2026-08-12T13:05:05.026000Z","bundle_sha256":"3d0c4377d56cee9d967a8746710d963f9a146ff92e2ca3e1c3dd9a4d981b63d9"}}