{"record_type":"pith_number_record","schema_url":"https://pith.science/schemas/pith-number/v1.json","pith_number":"pith:2025:RQD7FZSTGDH2BPQI6OMDMJG2KS","short_pith_number":"pith:RQD7FZST","schema_version":"1.0","canonical_sha256":"8c07f2e65330cfa0be08f3983624da54ac0bd882f79f4ec668d193c9ebc65d5f","source":{"kind":"arxiv","id":"2508.13097","version":1},"attestation_state":"computed","paper":{"title":"Denoising diffusion models for inverse design of inflatable structures with programmable deformations","license":"http://creativecommons.org/licenses/by-sa/4.0/","headline":"","cross_cats":["cs.LG"],"primary_cat":"cs.CE","authors_text":"Nikolaos N. Vlassis, Sara Karimi","submitted_at":"2025-08-18T17:07:51Z","abstract_excerpt":"Programmable structures are systems whose undeformed geometries and material property distributions are deliberately designed to achieve prescribed deformed configurations under specific loading conditions. Inflatable structures are a prominent example, using internal pressurization to realize large, nonlinear deformations in applications ranging from soft robotics and deployable aerospace systems to biomedical devices and adaptive architecture. We present a generative design framework based on denoising diffusion probabilistic models (DDPMs) for the inverse design of elastic structures underg"},"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":"2508.13097","kind":"arxiv","version":1},"metadata":{"license":"http://creativecommons.org/licenses/by-sa/4.0/","primary_cat":"cs.CE","submitted_at":"2025-08-18T17:07:51Z","cross_cats_sorted":["cs.LG"],"title_canon_sha256":"289b5249078f5d68006906f50968e50cbc2c69f9c1b8c9b341e42216d02a5b54","abstract_canon_sha256":"962772b52f37da05dfd129e133719e795bce0b49d132bf0299f1664fa65847c8"},"schema_version":"1.0"},"receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T11:55:32.374512Z","signature_b64":"WVR+UkqUW0KWz3wsKnvz++PIrxsorIdZ4CHYLKOx6s9oygIOcn757aYVmhBpMjBINR4Y0oPX0d9sJf4TJppLCQ==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"8c07f2e65330cfa0be08f3983624da54ac0bd882f79f4ec668d193c9ebc65d5f","last_reissued_at":"2026-07-05T11:55:32.373944Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T11:55:32.373944Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"graph_snapshot":{"paper":{"title":"Denoising diffusion models for inverse design of inflatable structures with programmable deformations","license":"http://creativecommons.org/licenses/by-sa/4.0/","headline":"","cross_cats":["cs.LG"],"primary_cat":"cs.CE","authors_text":"Nikolaos N. Vlassis, Sara Karimi","submitted_at":"2025-08-18T17:07:51Z","abstract_excerpt":"Programmable structures are systems whose undeformed geometries and material property distributions are deliberately designed to achieve prescribed deformed configurations under specific loading conditions. Inflatable structures are a prominent example, using internal pressurization to realize large, nonlinear deformations in applications ranging from soft robotics and deployable aerospace systems to biomedical devices and adaptive architecture. We present a generative design framework based on denoising diffusion probabilistic models (DDPMs) for the inverse design of elastic structures underg"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2508.13097","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/2508.13097/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":"2508.13097","created_at":"2026-07-05T11:55:32.374004+00:00"},{"alias_kind":"arxiv_version","alias_value":"2508.13097v1","created_at":"2026-07-05T11:55:32.374004+00:00"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2508.13097","created_at":"2026-07-05T11:55:32.374004+00:00"},{"alias_kind":"pith_short_12","alias_value":"RQD7FZSTGDH2","created_at":"2026-07-05T11:55:32.374004+00:00"},{"alias_kind":"pith_short_16","alias_value":"RQD7FZSTGDH2BPQI","created_at":"2026-07-05T11:55:32.374004+00:00"},{"alias_kind":"pith_short_8","alias_value":"RQD7FZST","created_at":"2026-07-05T11:55:32.374004+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/RQD7FZSTGDH2BPQI6OMDMJG2KS","json":"https://pith.science/pith/RQD7FZSTGDH2BPQI6OMDMJG2KS.json","graph_json":"https://pith.science/api/pith-number/RQD7FZSTGDH2BPQI6OMDMJG2KS/graph.json","events_json":"https://pith.science/api/pith-number/RQD7FZSTGDH2BPQI6OMDMJG2KS/events.json","paper":"https://pith.science/paper/RQD7FZST"},"agent_actions":{"view_html":"https://pith.science/pith/RQD7FZSTGDH2BPQI6OMDMJG2KS","download_json":"https://pith.science/pith/RQD7FZSTGDH2BPQI6OMDMJG2KS.json","view_paper":"https://pith.science/paper/RQD7FZST","resolve_alias":"https://pith.science/api/pith-number/resolve?arxiv=2508.13097&json=true","fetch_graph":"https://pith.science/api/pith-number/RQD7FZSTGDH2BPQI6OMDMJG2KS/graph.json","fetch_events":"https://pith.science/api/pith-number/RQD7FZSTGDH2BPQI6OMDMJG2KS/events.json","actions":{"anchor_timestamp":"https://pith.science/pith/RQD7FZSTGDH2BPQI6OMDMJG2KS/action/timestamp_anchor","attest_storage":"https://pith.science/pith/RQD7FZSTGDH2BPQI6OMDMJG2KS/action/storage_attestation","attest_author":"https://pith.science/pith/RQD7FZSTGDH2BPQI6OMDMJG2KS/action/author_attestation","sign_citation":"https://pith.science/pith/RQD7FZSTGDH2BPQI6OMDMJG2KS/action/citation_signature","submit_replication":"https://pith.science/pith/RQD7FZSTGDH2BPQI6OMDMJG2KS/action/replication_record"}},"created_at":"2026-07-05T11:55:32.374004+00:00","updated_at":"2026-07-05T11:55:32.374004+00:00"}