{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2018:HW4ZWKAGP6WG4IC2HHBVRWA5WW","short_pith_number":"pith:HW4ZWKAG","canonical_record":{"source":{"id":"1801.02750","kind":"arxiv","version":2},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cond-mat.soft","submitted_at":"2018-01-09T02:01:15Z","cross_cats_sorted":[],"title_canon_sha256":"c4da25666243285fce502cac6152be4ee271060f7106791c78ecb7f2771b1136","abstract_canon_sha256":"e822d992f80434c644e4c0c68fbf76ecaf1bd9dec69341e55f20918b1f8bc4ae"},"schema_version":"1.0"},"canonical_sha256":"3db99b28067fac6e205a39c358d81db5b684e720c271c3d927c87fc5bdc68f6d","source":{"kind":"arxiv","id":"1801.02750","version":2},"source_aliases":[{"alias_kind":"arxiv","alias_value":"1801.02750","created_at":"2026-05-18T00:20:55Z"},{"alias_kind":"arxiv_version","alias_value":"1801.02750v2","created_at":"2026-05-18T00:20:55Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.1801.02750","created_at":"2026-05-18T00:20:55Z"},{"alias_kind":"pith_short_12","alias_value":"HW4ZWKAGP6WG","created_at":"2026-05-18T12:32:28Z"},{"alias_kind":"pith_short_16","alias_value":"HW4ZWKAGP6WG4IC2","created_at":"2026-05-18T12:32:28Z"},{"alias_kind":"pith_short_8","alias_value":"HW4ZWKAG","created_at":"2026-05-18T12:32:28Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2018:HW4ZWKAGP6WG4IC2HHBVRWA5WW","target":"record","payload":{"canonical_record":{"source":{"id":"1801.02750","kind":"arxiv","version":2},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cond-mat.soft","submitted_at":"2018-01-09T02:01:15Z","cross_cats_sorted":[],"title_canon_sha256":"c4da25666243285fce502cac6152be4ee271060f7106791c78ecb7f2771b1136","abstract_canon_sha256":"e822d992f80434c644e4c0c68fbf76ecaf1bd9dec69341e55f20918b1f8bc4ae"},"schema_version":"1.0"},"canonical_sha256":"3db99b28067fac6e205a39c358d81db5b684e720c271c3d927c87fc5bdc68f6d","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-05-18T00:20:55.758808Z","signature_b64":"n3JspxGtavdghgrlgRzeNbzDg+lBR7h1msOzJ6Evoc+nC0/tySnrxbrG9VbMTY/I+VZ6KIKNAJjskfrrUWcLBQ==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"3db99b28067fac6e205a39c358d81db5b684e720c271c3d927c87fc5bdc68f6d","last_reissued_at":"2026-05-18T00:20:55.758252Z","signature_status":"signed_v1","first_computed_at":"2026-05-18T00:20:55.758252Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"1801.02750","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":"2026-05-18T00:20:55Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"jVDRieyuliUMc/YJiTkTpy2NlglRs1ryeCjU2bx3aSxJhaQ1jPykyVloyHMqouKzqyJb1inRVYQmWHKIpSvaBw==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-06-03T06:33:32.550967Z"},"content_sha256":"11b3997aec58e23537d2a5c7fe36590a309ba66eeb5b976f6e3f00f636d05fe4","schema_version":"1.0","event_id":"sha256:11b3997aec58e23537d2a5c7fe36590a309ba66eeb5b976f6e3f00f636d05fe4"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2018:HW4ZWKAGP6WG4IC2HHBVRWA5WW","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"Inverse Design of Multicomponent Assemblies","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":[],"primary_cat":"cond-mat.soft","authors_text":"Beth A. Lindquist, Ryan B. Jadrich, Thomas M. Truskett, William D. Pi\\~neros","submitted_at":"2018-01-09T02:01:15Z","abstract_excerpt":"Inverse design can be a useful strategy for discovering interactions that drive particles to spontaneously self-assemble into a desired structure. Here, we extend an inverse design methodology--relative entropy optimization--to determine isotropic interactions that promote assembly of targeted multicomponent phases, and we apply this extension to design interactions for a variety of binary crystals ranging from compact triangular and square architectures to highly open structures with dodecagonal and octadecagonal motifs. We compare the resulting optimized (self and cross) interactions for the"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"1801.02750","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":""},"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":"2026-05-18T00:20:55Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"/ESxcpGVr+5t6HapyX0OPJaPfyrTOnhQI27iXisBMqYWVzB4mD2Ryaz+T4PW9JS/wm1H4cNx3eR5lrJcwq0JBg==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-06-03T06:33:32.551325Z"},"content_sha256":"b6e4fea0e2af075645f2ae1bcd268762df2e9cfb6260696306cdb46d718b966a","schema_version":"1.0","event_id":"sha256:b6e4fea0e2af075645f2ae1bcd268762df2e9cfb6260696306cdb46d718b966a"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/HW4ZWKAGP6WG4IC2HHBVRWA5WW/bundle.json","state_url":"https://pith.science/pith/HW4ZWKAGP6WG4IC2HHBVRWA5WW/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/HW4ZWKAGP6WG4IC2HHBVRWA5WW/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":"2026-06-03T06:33:32Z","links":{"resolver":"https://pith.science/pith/HW4ZWKAGP6WG4IC2HHBVRWA5WW","bundle":"https://pith.science/pith/HW4ZWKAGP6WG4IC2HHBVRWA5WW/bundle.json","state":"https://pith.science/pith/HW4ZWKAGP6WG4IC2HHBVRWA5WW/state.json","well_known_bundle":"https://pith.science/.well-known/pith/HW4ZWKAGP6WG4IC2HHBVRWA5WW/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2018:HW4ZWKAGP6WG4IC2HHBVRWA5WW","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":"e822d992f80434c644e4c0c68fbf76ecaf1bd9dec69341e55f20918b1f8bc4ae","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cond-mat.soft","submitted_at":"2018-01-09T02:01:15Z","title_canon_sha256":"c4da25666243285fce502cac6152be4ee271060f7106791c78ecb7f2771b1136"},"schema_version":"1.0","source":{"id":"1801.02750","kind":"arxiv","version":2}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"1801.02750","created_at":"2026-05-18T00:20:55Z"},{"alias_kind":"arxiv_version","alias_value":"1801.02750v2","created_at":"2026-05-18T00:20:55Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.1801.02750","created_at":"2026-05-18T00:20:55Z"},{"alias_kind":"pith_short_12","alias_value":"HW4ZWKAGP6WG","created_at":"2026-05-18T12:32:28Z"},{"alias_kind":"pith_short_16","alias_value":"HW4ZWKAGP6WG4IC2","created_at":"2026-05-18T12:32:28Z"},{"alias_kind":"pith_short_8","alias_value":"HW4ZWKAG","created_at":"2026-05-18T12:32:28Z"}],"graph_snapshots":[{"event_id":"sha256:b6e4fea0e2af075645f2ae1bcd268762df2e9cfb6260696306cdb46d718b966a","target":"graph","created_at":"2026-05-18T00:20:55Z","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"},"paper":{"abstract_excerpt":"Inverse design can be a useful strategy for discovering interactions that drive particles to spontaneously self-assemble into a desired structure. Here, we extend an inverse design methodology--relative entropy optimization--to determine isotropic interactions that promote assembly of targeted multicomponent phases, and we apply this extension to design interactions for a variety of binary crystals ranging from compact triangular and square architectures to highly open structures with dodecagonal and octadecagonal motifs. We compare the resulting optimized (self and cross) interactions for the","authors_text":"Beth A. Lindquist, Ryan B. Jadrich, Thomas M. Truskett, William D. Pi\\~neros","cross_cats":[],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cond-mat.soft","submitted_at":"2018-01-09T02:01:15Z","title":"Inverse Design of Multicomponent Assemblies"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"1801.02750","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":"sha256:11b3997aec58e23537d2a5c7fe36590a309ba66eeb5b976f6e3f00f636d05fe4","target":"record","created_at":"2026-05-18T00:20:55Z","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":"e822d992f80434c644e4c0c68fbf76ecaf1bd9dec69341e55f20918b1f8bc4ae","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cond-mat.soft","submitted_at":"2018-01-09T02:01:15Z","title_canon_sha256":"c4da25666243285fce502cac6152be4ee271060f7106791c78ecb7f2771b1136"},"schema_version":"1.0","source":{"id":"1801.02750","kind":"arxiv","version":2}},"canonical_sha256":"3db99b28067fac6e205a39c358d81db5b684e720c271c3d927c87fc5bdc68f6d","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"3db99b28067fac6e205a39c358d81db5b684e720c271c3d927c87fc5bdc68f6d","first_computed_at":"2026-05-18T00:20:55.758252Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-05-18T00:20:55.758252Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"n3JspxGtavdghgrlgRzeNbzDg+lBR7h1msOzJ6Evoc+nC0/tySnrxbrG9VbMTY/I+VZ6KIKNAJjskfrrUWcLBQ==","signature_status":"signed_v1","signed_at":"2026-05-18T00:20:55.758808Z","signed_message":"canonical_sha256_bytes"},"source_id":"1801.02750","source_kind":"arxiv","source_version":2}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:11b3997aec58e23537d2a5c7fe36590a309ba66eeb5b976f6e3f00f636d05fe4","sha256:b6e4fea0e2af075645f2ae1bcd268762df2e9cfb6260696306cdb46d718b966a"],"state_sha256":"a79cb6941147b0051d0c17dad06b8e1438ee30f6e6e2c328b7ce5649accac3e7"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"Ilget4mzekjs1RwodW9EfFFnp2xuSHGjtp2H8/HXAaHWjgimiaB/qwgdHnZMXJqKsTd5iNNS5Ei7WRdGqdm7Bw==","signed_message":"bundle_sha256_bytes","signed_at":"2026-06-03T06:33:32.553392Z","bundle_sha256":"d3e278ca740fc99252488d7b073fea7c06910f87888e162f0fdb2d4769720c2a"}}