{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2025:JOZWUU2BSVZ6WRPUWTGXCQQLPG","short_pith_number":"pith:JOZWUU2B","canonical_record":{"source":{"id":"2511.14426","kind":"arxiv","version":2},"metadata":{"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.LG","submitted_at":"2025-11-18T12:29:19Z","cross_cats_sorted":["cond-mat.mtrl-sci","cs.AI","physics.comp-ph"],"title_canon_sha256":"cd0e4ec1548c1ab9f9f0bc7216d1a7b7c7767a0ded96cef7cc432f40256c297b","abstract_canon_sha256":"31eabb64af6ff5a86a7353c49642c58ce1a9fb64b445f50e11ee581a1d15d628"},"schema_version":"1.0"},"canonical_sha256":"4bb36a53419573eb45f4b4cd71420b798f9716fa6ffc18a8a8ff9a0c11193898","source":{"kind":"arxiv","id":"2511.14426","version":2},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2511.14426","created_at":"2026-05-29T02:05:37Z"},{"alias_kind":"arxiv_version","alias_value":"2511.14426v2","created_at":"2026-05-29T02:05:37Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2511.14426","created_at":"2026-05-29T02:05:37Z"},{"alias_kind":"pith_short_12","alias_value":"JOZWUU2BSVZ6","created_at":"2026-05-29T02:05:37Z"},{"alias_kind":"pith_short_16","alias_value":"JOZWUU2BSVZ6WRPU","created_at":"2026-05-29T02:05:37Z"},{"alias_kind":"pith_short_8","alias_value":"JOZWUU2B","created_at":"2026-05-29T02:05:37Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2025:JOZWUU2BSVZ6WRPUWTGXCQQLPG","target":"record","payload":{"canonical_record":{"source":{"id":"2511.14426","kind":"arxiv","version":2},"metadata":{"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.LG","submitted_at":"2025-11-18T12:29:19Z","cross_cats_sorted":["cond-mat.mtrl-sci","cs.AI","physics.comp-ph"],"title_canon_sha256":"cd0e4ec1548c1ab9f9f0bc7216d1a7b7c7767a0ded96cef7cc432f40256c297b","abstract_canon_sha256":"31eabb64af6ff5a86a7353c49642c58ce1a9fb64b445f50e11ee581a1d15d628"},"schema_version":"1.0"},"canonical_sha256":"4bb36a53419573eb45f4b4cd71420b798f9716fa6ffc18a8a8ff9a0c11193898","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-05-29T02:05:37.986637Z","signature_b64":"6D8b7VzxL/y/IwGILpTH72P4/O7Khj3BK6a4G+5Q69pBYs13rAKdEgMS+s4qHSWlxBSu+aKiZLjLS8yzKvJqCg==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"4bb36a53419573eb45f4b4cd71420b798f9716fa6ffc18a8a8ff9a0c11193898","last_reissued_at":"2026-05-29T02:05:37.986230Z","signature_status":"signed_v1","first_computed_at":"2026-05-29T02:05:37.986230Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2511.14426","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":"2026-05-29T02:05:37Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"6s9uMwD5EOC/sNr7kcJNasUfoqF0Rc9iy/Nuo5XZ0YUx+aJBy37yrQqcfiSkN0wJzMkJygmFaMoPNN9vnYd8Dg==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-06-03T10:37:21.614111Z"},"content_sha256":"3a851b6ba640ace3dcc1c913a066355196035b628f920fbe4d6369664fbdc58d","schema_version":"1.0","event_id":"sha256:3a851b6ba640ace3dcc1c913a066355196035b628f920fbe4d6369664fbdc58d"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2025:JOZWUU2BSVZ6WRPUWTGXCQQLPG","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"MiAD: Mirage Atom Diffusion for De Novo Crystal Generation","license":"http://creativecommons.org/licenses/by/4.0/","headline":"","cross_cats":["cond-mat.mtrl-sci","cs.AI","physics.comp-ph"],"primary_cat":"cs.LG","authors_text":"Andrey E Ustyuzhanin, Andrey Okhotin, Dmitry Vetrov, Maksim Nakhodnov, Mikhail Lazarev, Nikita Kazeev","submitted_at":"2025-11-18T12:29:19Z","abstract_excerpt":"In recent years, diffusion-based models have demonstrated exceptional performance in searching for simultaneously stable, unique, and novel (S.U.N.) crystalline materials. However, most of these models don't have the ability to change the number of atoms in the crystal during the generation process, which limits the variability of model sampling trajectories. In this paper, we demonstrate the severity of this restriction and introduce a simple yet powerful technique, mirage infusion, which enables diffusion models to change the state of the atoms that make up the crystal from existent to non-e"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2511.14426","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/2511.14426/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":"2026-05-29T02:05:37Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"OKUwpB5BICkJ11RHiaF/Ccibl+NabAj99rMxYdubSE1UnbKL0/9fgtmt8wzMLQwUh2P3B8Ca3+8g6gyj8rehBA==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-06-03T10:37:21.614510Z"},"content_sha256":"32acc5409d6ffb9238e8d28522c63474f9a5df4e7966f6dd5326c0cc132ae5fa","schema_version":"1.0","event_id":"sha256:32acc5409d6ffb9238e8d28522c63474f9a5df4e7966f6dd5326c0cc132ae5fa"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/JOZWUU2BSVZ6WRPUWTGXCQQLPG/bundle.json","state_url":"https://pith.science/pith/JOZWUU2BSVZ6WRPUWTGXCQQLPG/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/JOZWUU2BSVZ6WRPUWTGXCQQLPG/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":"2026-06-03T10:37:21Z","links":{"resolver":"https://pith.science/pith/JOZWUU2BSVZ6WRPUWTGXCQQLPG","bundle":"https://pith.science/pith/JOZWUU2BSVZ6WRPUWTGXCQQLPG/bundle.json","state":"https://pith.science/pith/JOZWUU2BSVZ6WRPUWTGXCQQLPG/state.json","well_known_bundle":"https://pith.science/.well-known/pith/JOZWUU2BSVZ6WRPUWTGXCQQLPG/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2025:JOZWUU2BSVZ6WRPUWTGXCQQLPG","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":"31eabb64af6ff5a86a7353c49642c58ce1a9fb64b445f50e11ee581a1d15d628","cross_cats_sorted":["cond-mat.mtrl-sci","cs.AI","physics.comp-ph"],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.LG","submitted_at":"2025-11-18T12:29:19Z","title_canon_sha256":"cd0e4ec1548c1ab9f9f0bc7216d1a7b7c7767a0ded96cef7cc432f40256c297b"},"schema_version":"1.0","source":{"id":"2511.14426","kind":"arxiv","version":2}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2511.14426","created_at":"2026-05-29T02:05:37Z"},{"alias_kind":"arxiv_version","alias_value":"2511.14426v2","created_at":"2026-05-29T02:05:37Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2511.14426","created_at":"2026-05-29T02:05:37Z"},{"alias_kind":"pith_short_12","alias_value":"JOZWUU2BSVZ6","created_at":"2026-05-29T02:05:37Z"},{"alias_kind":"pith_short_16","alias_value":"JOZWUU2BSVZ6WRPU","created_at":"2026-05-29T02:05:37Z"},{"alias_kind":"pith_short_8","alias_value":"JOZWUU2B","created_at":"2026-05-29T02:05:37Z"}],"graph_snapshots":[{"event_id":"sha256:32acc5409d6ffb9238e8d28522c63474f9a5df4e7966f6dd5326c0cc132ae5fa","target":"graph","created_at":"2026-05-29T02:05:37Z","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/2511.14426/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"In recent years, diffusion-based models have demonstrated exceptional performance in searching for simultaneously stable, unique, and novel (S.U.N.) crystalline materials. However, most of these models don't have the ability to change the number of atoms in the crystal during the generation process, which limits the variability of model sampling trajectories. In this paper, we demonstrate the severity of this restriction and introduce a simple yet powerful technique, mirage infusion, which enables diffusion models to change the state of the atoms that make up the crystal from existent to non-e","authors_text":"Andrey E Ustyuzhanin, Andrey Okhotin, Dmitry Vetrov, Maksim Nakhodnov, Mikhail Lazarev, Nikita Kazeev","cross_cats":["cond-mat.mtrl-sci","cs.AI","physics.comp-ph"],"headline":"","license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.LG","submitted_at":"2025-11-18T12:29:19Z","title":"MiAD: Mirage Atom Diffusion for De Novo Crystal Generation"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2511.14426","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":"sha256:3a851b6ba640ace3dcc1c913a066355196035b628f920fbe4d6369664fbdc58d","target":"record","created_at":"2026-05-29T02:05:37Z","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":"31eabb64af6ff5a86a7353c49642c58ce1a9fb64b445f50e11ee581a1d15d628","cross_cats_sorted":["cond-mat.mtrl-sci","cs.AI","physics.comp-ph"],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.LG","submitted_at":"2025-11-18T12:29:19Z","title_canon_sha256":"cd0e4ec1548c1ab9f9f0bc7216d1a7b7c7767a0ded96cef7cc432f40256c297b"},"schema_version":"1.0","source":{"id":"2511.14426","kind":"arxiv","version":2}},"canonical_sha256":"4bb36a53419573eb45f4b4cd71420b798f9716fa6ffc18a8a8ff9a0c11193898","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"4bb36a53419573eb45f4b4cd71420b798f9716fa6ffc18a8a8ff9a0c11193898","first_computed_at":"2026-05-29T02:05:37.986230Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-05-29T02:05:37.986230Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"6D8b7VzxL/y/IwGILpTH72P4/O7Khj3BK6a4G+5Q69pBYs13rAKdEgMS+s4qHSWlxBSu+aKiZLjLS8yzKvJqCg==","signature_status":"signed_v1","signed_at":"2026-05-29T02:05:37.986637Z","signed_message":"canonical_sha256_bytes"},"source_id":"2511.14426","source_kind":"arxiv","source_version":2}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:3a851b6ba640ace3dcc1c913a066355196035b628f920fbe4d6369664fbdc58d","sha256:32acc5409d6ffb9238e8d28522c63474f9a5df4e7966f6dd5326c0cc132ae5fa"],"state_sha256":"4f7dd8749b6c0cc7a915227532df66650b011aa9e6722ddd1c62fa20c0f223a7"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"F9c41BMX/S9Y4tcYbM1oIsG5Wj2IXQ3iXbz2BR3ZgMaWkTLyQDn4GDElwY77ivSfdoyqyiK58/+25z3t28vPDw==","signed_message":"bundle_sha256_bytes","signed_at":"2026-06-03T10:37:21.616535Z","bundle_sha256":"8b78c53daf77122b35d558f181647c5677517493f9d4adfcc7059207cee94eec"}}