{"id":"https://openalex.org/W4399990992","doi":"https://doi.org/10.48550/arxiv.2406.15004","title":"Dislocation cartography: Representations and unsupervised classification\n of dislocation networks with unique fingerprints","display_name":"Dislocation cartography: Representations and unsupervised classification\n of dislocation networks with unique fingerprints","publication_year":2024,"publication_date":"2024-06-21","ids":{"openalex":"https://openalex.org/W4399990992","doi":"https://doi.org/10.48550/arxiv.2406.15004"},"language":"en","primary_location":{"is_oa":true,"landing_page_url":"https://arxiv.org/abs/2406.15004","pdf_url":"https://arxiv.org/pdf/2406.15004","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":["Cornell University"],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false},"type":"preprint","type_crossref":"posted-content","indexed_in":["arxiv"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2406.15004","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5085717379","display_name":"Benjamin Udofia","orcid":"https://orcid.org/0009-0009-2379-3414"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Udofia, Benjamin","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039324835","display_name":"Tushar Jogi","orcid":"https://orcid.org/0000-0003-2631-4908"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jogi, Tushar","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5002152306","display_name":"Markus Stricker","orcid":"https://orcid.org/0000-0002-8933-0238"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Stricker, Markus","raw_affiliation_strings":[],"affiliations":[]}],"institution_assertions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":0,"max":83},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"primary_topic":{"id":"https://openalex.org/T10204","display_name":"Microstructure and mechanical properties","score":0.6059,"subfield":{"id":"https://openalex.org/subfields/2505","display_name":"Materials Chemistry"},"field":{"id":"https://openalex.org/fields/25","display_name":"Materials Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10204","display_name":"Microstructure and mechanical properties","score":0.6059,"subfield":{"id":"https://openalex.org/subfields/2505","display_name":"Materials Chemistry"},"field":{"id":"https://openalex.org/fields/25","display_name":"Materials Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[],"concepts":[{"id":"https://openalex.org/C159122135","wikidata":"https://www.wikidata.org/wiki/Q737571","display_name":"Dislocation","level":2,"score":0.7027166},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4789396},{"id":"https://openalex.org/C58640448","wikidata":"https://www.wikidata.org/wiki/Q42515","display_name":"Cartography","level":1,"score":0.4297743},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.40357423},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.39363083},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.37765837},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.087660015},{"id":"https://openalex.org/C26873012","wikidata":"https://www.wikidata.org/wiki/Q214781","display_name":"Condensed matter physics","level":1,"score":0.04181999}],"mesh":[],"locations_count":1,"locations":[{"is_oa":true,"landing_page_url":"https://arxiv.org/abs/2406.15004","pdf_url":"https://arxiv.org/pdf/2406.15004","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":["Cornell University"],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false}],"best_oa_location":{"is_oa":true,"landing_page_url":"https://arxiv.org/abs/2406.15004","pdf_url":"https://arxiv.org/pdf/2406.15004","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":["Cornell University"],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false},"sustainable_development_goals":[],"grants":[],"datasets":[],"versions":[],"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2902946318","https://openalex.org/W2748952813","https://openalex.org/W2308616044","https://openalex.org/W2142617183","https://openalex.org/W2093108364","https://openalex.org/W2065990509","https://openalex.org/W2042327336","https://openalex.org/W2033914206","https://openalex.org/W1977522702","https://openalex.org/W1482410789"],"abstract_inverted_index":{"Detecting":[0],"structure":[1,44],"in":[2],"data":[3,49],"is":[4,16],"the":[5,42,82],"first":[6],"step":[7],"to":[8,40,81],"arrive":[9],"at":[10],"meaningful":[11],"representations":[12],"for":[13,19,64],"systems.":[14,31],"This":[15],"particularly":[17],"challenging":[18],"dislocation":[20,51,67,86],"networks":[21],"evolving":[22],"as":[23],"a":[24,36,61],"consequence":[25],"of":[26,29,45,50,85],"plastic":[27],"deformation":[28],"crystalline":[30],"Our":[32,76],"study":[33],"employs":[34],"Isomap,":[35],"manifold":[37],"learning":[38],"technique,":[39],"unveil":[41],"intrinsic":[43],"high-dimensional":[46],"density":[47,74],"field":[48],"structures":[52,87],"from":[53],"different":[54],"compression":[55],"axis.":[56],"The":[57],"resulting":[58],"maps":[59],"provide":[60],"systematic":[62],"framework":[63],"quantitatively":[65],"comparing":[66],"structures,":[68],"offering":[69],"unique":[70],"fingerprints":[71],"based":[72],"on":[73],"fields.":[75],"novel,":[77],"unbiased":[78],"approach":[79],"contributes":[80],"quantitative":[83],"classification":[84],"which":[88],"can":[89],"be":[90],"systematically":[91],"extended.":[92]},"cited_by_api_url":"https://api.openalex.org/works?filter=cites:W4399990992","counts_by_year":[],"updated_date":"2025-01-17T05:06:04.748463","created_date":"2024-06-25"}