{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2023:6XUQ7ED5HSU67CHLO7YJ7XU6GU","short_pith_number":"pith:6XUQ7ED5","canonical_record":{"source":{"id":"2312.06470","kind":"arxiv","version":2},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"physics.chem-ph","submitted_at":"2023-12-11T15:58:51Z","cross_cats_sorted":[],"title_canon_sha256":"32ec4f203ba70e498437c1ebc393baf1fb2c6428e18731b0ff18e05bb9839cad","abstract_canon_sha256":"ce04d49021976849ce2d61c94ab0be7c71c4f72e7ed8b090b43973d7532ddecf"},"schema_version":"1.0"},"canonical_sha256":"f5e90f907d3ca9ef88eb77f09fde9e351f95d4eae383f110911d3e3671da9a03","source":{"kind":"arxiv","id":"2312.06470","version":2},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2312.06470","created_at":"2026-07-05T10:43:34Z"},{"alias_kind":"arxiv_version","alias_value":"2312.06470v2","created_at":"2026-07-05T10:43:34Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2312.06470","created_at":"2026-07-05T10:43:34Z"},{"alias_kind":"pith_short_12","alias_value":"6XUQ7ED5HSU6","created_at":"2026-07-05T10:43:34Z"},{"alias_kind":"pith_short_16","alias_value":"6XUQ7ED5HSU67CHL","created_at":"2026-07-05T10:43:34Z"},{"alias_kind":"pith_short_8","alias_value":"6XUQ7ED5","created_at":"2026-07-05T10:43:34Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2023:6XUQ7ED5HSU67CHLO7YJ7XU6GU","target":"record","payload":{"canonical_record":{"source":{"id":"2312.06470","kind":"arxiv","version":2},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"physics.chem-ph","submitted_at":"2023-12-11T15:58:51Z","cross_cats_sorted":[],"title_canon_sha256":"32ec4f203ba70e498437c1ebc393baf1fb2c6428e18731b0ff18e05bb9839cad","abstract_canon_sha256":"ce04d49021976849ce2d61c94ab0be7c71c4f72e7ed8b090b43973d7532ddecf"},"schema_version":"1.0"},"canonical_sha256":"f5e90f907d3ca9ef88eb77f09fde9e351f95d4eae383f110911d3e3671da9a03","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T10:43:34.575715Z","signature_b64":"yOEm7eeIc7766Kx7c0kqJDR73EUMtTtujM+jFOh8Ptwc86lnJ5544lQqh/LUYmLtooJZbuZ8Na/mdPLMLsO9DA==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"f5e90f907d3ca9ef88eb77f09fde9e351f95d4eae383f110911d3e3671da9a03","last_reissued_at":"2026-07-05T10:43:34.575263Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T10:43:34.575263Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2312.06470","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":"2026-07-05T10:43:34Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"1OnaO3kd0XnKZAFyufufFl0QGSMMflJaAhUhC5sn8VDkGC7TJ+1KfBsTbhnUVU8SAmNc8YzDz5aZh6g+67NRCA==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-22T14:48:44.591583Z"},"content_sha256":"18c090614acc9925b506df11be404ee20229797e3b8b7cbcbcbf0091cef6b68d","schema_version":"1.0","event_id":"sha256:18c090614acc9925b506df11be404ee20229797e3b8b7cbcbcbf0091cef6b68d"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2023:6XUQ7ED5HSU67CHLO7YJ7XU6GU","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"De novo Design of Polymer Electrolytes with High Conductivity using GPT-based and Diffusion-based Generative Models","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":[],"primary_cat":"physics.chem-ph","authors_text":"Arash Khajeh, Daniel Schweigert, Ha-Kyung Kwon, Weike Ye, Xiangyun Lei, Zhenze Yang","submitted_at":"2023-12-11T15:58:51Z","abstract_excerpt":"Solid polymer electrolytes hold significant promise as materials for next-generation batteries due to their superior safety performance, enhanced specific energy, and extended lifespans compared to liquid electrolytes. However, the material's low ionic conductivity impedes its commercialization, and the vast polymer space poses significant challenges for the screening and design. In this study, we assess the capabilities of generative artificial intelligence (AI) for the de novo design of polymer electrolytes. To optimize the generation, we compare different deep learning architectures, includ"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2312.06470","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/2312.06470/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":"2026-07-05T10:43:34Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"WRXs8QNsYR2g/sxyaCkSfw6BOpa0JlVqaaT953ZYlsAkiSxRxp73ktYSA+HxTe0JCzfiqCFncH545alTcvUWCw==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-22T14:48:44.592297Z"},"content_sha256":"64649280725d37e9133e7336282f4bb122009bbfff76832677d76e119cfeba58","schema_version":"1.0","event_id":"sha256:64649280725d37e9133e7336282f4bb122009bbfff76832677d76e119cfeba58"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/6XUQ7ED5HSU67CHLO7YJ7XU6GU/bundle.json","state_url":"https://pith.science/pith/6XUQ7ED5HSU67CHLO7YJ7XU6GU/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/6XUQ7ED5HSU67CHLO7YJ7XU6GU/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":"2026-08-22T14:48:44Z","links":{"resolver":"https://pith.science/pith/6XUQ7ED5HSU67CHLO7YJ7XU6GU","bundle":"https://pith.science/pith/6XUQ7ED5HSU67CHLO7YJ7XU6GU/bundle.json","state":"https://pith.science/pith/6XUQ7ED5HSU67CHLO7YJ7XU6GU/state.json","well_known_bundle":"https://pith.science/.well-known/pith/6XUQ7ED5HSU67CHLO7YJ7XU6GU/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2023:6XUQ7ED5HSU67CHLO7YJ7XU6GU","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":"ce04d49021976849ce2d61c94ab0be7c71c4f72e7ed8b090b43973d7532ddecf","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"physics.chem-ph","submitted_at":"2023-12-11T15:58:51Z","title_canon_sha256":"32ec4f203ba70e498437c1ebc393baf1fb2c6428e18731b0ff18e05bb9839cad"},"schema_version":"1.0","source":{"id":"2312.06470","kind":"arxiv","version":2}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2312.06470","created_at":"2026-07-05T10:43:34Z"},{"alias_kind":"arxiv_version","alias_value":"2312.06470v2","created_at":"2026-07-05T10:43:34Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2312.06470","created_at":"2026-07-05T10:43:34Z"},{"alias_kind":"pith_short_12","alias_value":"6XUQ7ED5HSU6","created_at":"2026-07-05T10:43:34Z"},{"alias_kind":"pith_short_16","alias_value":"6XUQ7ED5HSU67CHL","created_at":"2026-07-05T10:43:34Z"},{"alias_kind":"pith_short_8","alias_value":"6XUQ7ED5","created_at":"2026-07-05T10:43:34Z"}],"graph_snapshots":[{"event_id":"sha256:64649280725d37e9133e7336282f4bb122009bbfff76832677d76e119cfeba58","target":"graph","created_at":"2026-07-05T10:43:34Z","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/2312.06470/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Solid polymer electrolytes hold significant promise as materials for next-generation batteries due to their superior safety performance, enhanced specific energy, and extended lifespans compared to liquid electrolytes. However, the material's low ionic conductivity impedes its commercialization, and the vast polymer space poses significant challenges for the screening and design. In this study, we assess the capabilities of generative artificial intelligence (AI) for the de novo design of polymer electrolytes. To optimize the generation, we compare different deep learning architectures, includ","authors_text":"Arash Khajeh, Daniel Schweigert, Ha-Kyung Kwon, Weike Ye, Xiangyun Lei, Zhenze Yang","cross_cats":[],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"physics.chem-ph","submitted_at":"2023-12-11T15:58:51Z","title":"De novo Design of Polymer Electrolytes with High Conductivity using GPT-based and Diffusion-based Generative Models"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2312.06470","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":"sha256:18c090614acc9925b506df11be404ee20229797e3b8b7cbcbcbf0091cef6b68d","target":"record","created_at":"2026-07-05T10:43:34Z","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":"ce04d49021976849ce2d61c94ab0be7c71c4f72e7ed8b090b43973d7532ddecf","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"physics.chem-ph","submitted_at":"2023-12-11T15:58:51Z","title_canon_sha256":"32ec4f203ba70e498437c1ebc393baf1fb2c6428e18731b0ff18e05bb9839cad"},"schema_version":"1.0","source":{"id":"2312.06470","kind":"arxiv","version":2}},"canonical_sha256":"f5e90f907d3ca9ef88eb77f09fde9e351f95d4eae383f110911d3e3671da9a03","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"f5e90f907d3ca9ef88eb77f09fde9e351f95d4eae383f110911d3e3671da9a03","first_computed_at":"2026-07-05T10:43:34.575263Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T10:43:34.575263Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"yOEm7eeIc7766Kx7c0kqJDR73EUMtTtujM+jFOh8Ptwc86lnJ5544lQqh/LUYmLtooJZbuZ8Na/mdPLMLsO9DA==","signature_status":"signed_v1","signed_at":"2026-07-05T10:43:34.575715Z","signed_message":"canonical_sha256_bytes"},"source_id":"2312.06470","source_kind":"arxiv","source_version":2}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:18c090614acc9925b506df11be404ee20229797e3b8b7cbcbcbf0091cef6b68d","sha256:64649280725d37e9133e7336282f4bb122009bbfff76832677d76e119cfeba58"],"state_sha256":"3f3837fd043c28cfe63525cb84d6bb4f2af81b38d29502e3cd7fe038c405615a"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"wcZXK/jTCq20mVEr0Pa21pPn7KSjq26/Il04YfkwtmMAIkNbTiTE7C6gRwj0yviMztYBQg3yXsXAxAkELqdlDA==","signed_message":"bundle_sha256_bytes","signed_at":"2026-08-22T14:48:44.599674Z","bundle_sha256":"657e60f27fa5c9522e1f26f5ce3a701edb49e0ac1c92fe9a797da0276de8d8a2"}}