{"id":"https://openalex.org/W4391974893","doi":"https://doi.org/10.1007/978-3-031-52764-7","title":"Manifold Learning","display_name":"Manifold Learning","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4391974893","doi":"https://doi.org/10.1007/978-3-031-52764-7"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-52764-7","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-031-52764-7","pdf_url":null,"source":{"id":"https://openalex.org/S4210184905","display_name":"SpringerBriefs in computer science","issn_l":"2191-5768","issn":["2191-5768","2191-5776"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"book series"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"SpringerBriefs in Computer Science","raw_type":"book"},"type":"book","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://doi.org/10.1007/978-3-031-52764-7","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5063653501","display_name":"David Ryckelynck","orcid":"https://orcid.org/0000-0003-3268-4892"},"institutions":[{"id":"https://openalex.org/I12356871","display_name":"T\u00e9l\u00e9com Paris","ror":"https://ror.org/01naq7912","country_code":"FR","type":"education","lineage":["https://openalex.org/I12356871","https://openalex.org/I205703379","https://openalex.org/I4210145102"]},{"id":"https://openalex.org/I205703379","display_name":"Institut Mines-T\u00e9l\u00e9com","ror":"https://ror.org/025vp2923","country_code":"FR","type":"facility","lineage":["https://openalex.org/I205703379"]},{"id":"https://openalex.org/I4210094701","display_name":"Centre de Mise en Forme des Mat\u00e9riaux","ror":"https://ror.org/00qm1ye08","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I190752583","https://openalex.org/I2746051580","https://openalex.org/I4210091621","https://openalex.org/I4210094701","https://openalex.org/I4210095849","https://openalex.org/I70768539"]},{"id":"https://openalex.org/I4210108605","display_name":"Centre des Mat\u00e9riaux","ror":"https://ror.org/01q5ge486","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I190752583","https://openalex.org/I2746051580","https://openalex.org/I4210091621","https://openalex.org/I4210095849","https://openalex.org/I4210108605","https://openalex.org/I70768539"]},{"id":"https://openalex.org/I70768539","display_name":"\u00c9cole Nationale Sup\u00e9rieure des Mines de Paris","ror":"https://ror.org/04y8cs423","country_code":"FR","type":"education","lineage":["https://openalex.org/I190752583","https://openalex.org/I2746051580","https://openalex.org/I70768539"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"David Ryckelynck","raw_affiliation_strings":["Centre des Mat\u00e9riaux, Mines Paris\u2014PSL, \u00c9vry, France","CEMEF - Centre de Mise en Forme des Mat\u00e9riaux (Rue Claude Daunesse CS 10207 06904 Sophia Antipolis cedex - France)","IMT - Institut Mines-T\u00e9l\u00e9com [Paris] (37-39 Rue Dareau, 75014 Paris - France)","Mines Paris - PSL (\u00c9cole nationale sup\u00e9rieure des mines de Paris) (60, boulevard Saint-Michel 75006 Paris - France)","PSL - Universit\u00e9 Paris Sciences et Lettres (60 rue Mazarine 75006 Paris - France)"],"raw_orcid":"https://orcid.org/0000-0003-3268-4892","affiliations":[{"raw_affiliation_string":"Centre des Mat\u00e9riaux, Mines Paris\u2014PSL, \u00c9vry, France","institution_ids":["https://openalex.org/I4210108605"]},{"raw_affiliation_string":"CEMEF - Centre de Mise en Forme des Mat\u00e9riaux (Rue Claude Daunesse CS 10207 06904 Sophia Antipolis cedex - France)","institution_ids":["https://openalex.org/I4210094701"]},{"raw_affiliation_string":"IMT - Institut Mines-T\u00e9l\u00e9com [Paris] (37-39 Rue Dareau, 75014 Paris - France)","institution_ids":["https://openalex.org/I12356871","https://openalex.org/I205703379"]},{"raw_affiliation_string":"Mines Paris - PSL (\u00c9cole nationale sup\u00e9rieure des mines de Paris) (60, boulevard Saint-Michel 75006 Paris - France)","institution_ids":["https://openalex.org/I70768539"]},{"raw_affiliation_string":"PSL - Universit\u00e9 Paris Sciences et Lettres (60 rue Mazarine 75006 Paris - France)","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056477280","display_name":"Fabien Casenave","orcid":"https://orcid.org/0000-0002-8810-9128"},"institutions":[{"id":"https://openalex.org/I4210165303","display_name":"Safran (France)","ror":"https://ror.org/05sqf9v67","country_code":"FR","type":"company","lineage":["https://openalex.org/I4210165303"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Fabien Casenave","raw_affiliation_strings":["Department of Digital Sciences and Technologies, Safran Tech, Ch\u00e2teaufort, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Digital Sciences and Technologies, Safran Tech, Ch\u00e2teaufort, France","institution_ids":["https://openalex.org/I4210165303"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5066019849","display_name":"Nissrine Akkari","orcid":null},"institutions":[{"id":"https://openalex.org/I4210165303","display_name":"Safran (France)","ror":"https://ror.org/05sqf9v67","country_code":"FR","type":"company","lineage":["https://openalex.org/I4210165303"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Nissrine Akkari","raw_affiliation_strings":["Department of Digital Sciences and Technologies, Safran Tech, Ch\u00e2teaufort, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Digital Sciences and Technologies, Safran Tech, Ch\u00e2teaufort, France","institution_ids":["https://openalex.org/I4210165303"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.8522,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.86503067,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":97},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13067","display_name":"Geological Modeling and Analysis","score":0.5354999899864197,"subfield":{"id":"https://openalex.org/subfields/1906","display_name":"Geochemistry and Petrology"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T13067","display_name":"Geological Modeling and Analysis","score":0.5354999899864197,"subfield":{"id":"https://openalex.org/subfields/1906","display_name":"Geochemistry and Petrology"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/multiphysics","display_name":"Multiphysics","score":0.8138188123703003},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6022628545761108},{"id":"https://openalex.org/keywords/nonlinear-dimensionality-reduction","display_name":"Nonlinear dimensionality reduction","score":0.5177137851715088},{"id":"https://openalex.org/keywords/manifold","display_name":"Manifold (fluid mechanics)","score":0.49249228835105896},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3716696500778198},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.22616183757781982},{"id":"https://openalex.org/keywords/dimensionality-reduction","display_name":"Dimensionality reduction","score":0.1604691743850708},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.15846431255340576},{"id":"https://openalex.org/keywords/mechanical-engineering","display_name":"Mechanical engineering","score":0.13509196043014526},{"id":"https://openalex.org/keywords/finite-element-method","display_name":"Finite element method","score":0.06467318534851074}],"concepts":[{"id":"https://openalex.org/C46435376","wikidata":"https://www.wikidata.org/wiki/Q1829750","display_name":"Multiphysics","level":3,"score":0.8138188123703003},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6022628545761108},{"id":"https://openalex.org/C151876577","wikidata":"https://www.wikidata.org/wiki/Q7049464","display_name":"Nonlinear dimensionality reduction","level":3,"score":0.5177137851715088},{"id":"https://openalex.org/C529865628","wikidata":"https://www.wikidata.org/wiki/Q1790740","display_name":"Manifold (fluid mechanics)","level":2,"score":0.49249228835105896},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3716696500778198},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.22616183757781982},{"id":"https://openalex.org/C70518039","wikidata":"https://www.wikidata.org/wiki/Q16000077","display_name":"Dimensionality reduction","level":2,"score":0.1604691743850708},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.15846431255340576},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.13509196043014526},{"id":"https://openalex.org/C135628077","wikidata":"https://www.wikidata.org/wiki/Q220184","display_name":"Finite element method","level":2,"score":0.06467318534851074},{"id":"https://openalex.org/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/978-3-031-52764-7","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-031-52764-7","pdf_url":null,"source":{"id":"https://openalex.org/S4210184905","display_name":"SpringerBriefs in computer science","issn_l":"2191-5768","issn":["2191-5768","2191-5776"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"book series"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"SpringerBriefs in Computer Science","raw_type":"book"},{"id":"pmh:oai:HAL:hal-04488409v1","is_oa":true,"landing_page_url":"https://hal.science/hal-04488409","pdf_url":"https://hal.science/hal-04488409/document","source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Springer Nature Switzerland, 2024, SpringerBriefs in Computer Science, ⟨10.1007/978-3-031-52764-7⟩","raw_type":"info:eu-repo/semantics/book"}],"best_oa_location":{"id":"doi:10.1007/978-3-031-52764-7","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-031-52764-7","pdf_url":null,"source":{"id":"https://openalex.org/S4210184905","display_name":"SpringerBriefs in computer science","issn_l":"2191-5768","issn":["2191-5768","2191-5776"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"book series"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"SpringerBriefs in Computer Science","raw_type":"book"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320321877","display_name":"Fonds Unique Interminist\u00e9riel","ror":"https://ror.org/04nx63b17"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":133,"referenced_works":["https://openalex.org/W87092222","https://openalex.org/W1008475933","https://openalex.org/W1544956813","https://openalex.org/W1929908783","https://openalex.org/W1969080915","https://openalex.org/W1976406204","https://openalex.org/W1976653974","https://openalex.org/W1984469160","https://openalex.org/W1989951672","https://openalex.org/W1991031225","https://openalex.org/W1991436302","https://openalex.org/W2004587738","https://openalex.org/W2007437962","https://openalex.org/W2015431729","https://openalex.org/W2026840053","https://openalex.org/W2027732023","https://openalex.org/W2029644030","https://openalex.org/W2032768921","https://openalex.org/W2038695002","https://openalex.org/W2046074714","https://openalex.org/W2047321009","https://openalex.org/W2047591100","https://openalex.org/W2057577185","https://openalex.org/W2058910428","https://openalex.org/W2064703337","https://openalex.org/W2067752346","https://openalex.org/W2068505446","https://openalex.org/W2068991306","https://openalex.org/W2075783780","https://openalex.org/W2080556931","https://openalex.org/W2083675468","https://openalex.org/W2084127899","https://openalex.org/W2084183309","https://openalex.org/W2085335060","https://openalex.org/W2091461904","https://openalex.org/W2098980185","https://openalex.org/W2101234009","https://openalex.org/W2102162541","https://openalex.org/W2102753028","https://openalex.org/W2108567935","https://openalex.org/W2110121428","https://openalex.org/W2111453213","https://openalex.org/W2122674116","https://openalex.org/W2128462392","https://openalex.org/W2133861167","https://openalex.org/W2139168617","https://openalex.org/W2148703193","https://openalex.org/W2150705946","https://openalex.org/W2153281278","https://openalex.org/W2154053567","https://openalex.org/W2165698076","https://openalex.org/W2169004268","https://openalex.org/W2170343812","https://openalex.org/W2171033594","https://openalex.org/W2172219851","https://openalex.org/W2192058654","https://openalex.org/W2287455428","https://openalex.org/W2322220626","https://openalex.org/W2328016469","https://openalex.org/W2347104120","https://openalex.org/W2510426528","https://openalex.org/W2521445342","https://openalex.org/W2538389451","https://openalex.org/W2539389435","https://openalex.org/W2569987119","https://openalex.org/W2570657743","https://openalex.org/W2582141352","https://openalex.org/W2606400375","https://openalex.org/W2607479264","https://openalex.org/W2762020428","https://openalex.org/W2764162725","https://openalex.org/W2768460243","https://openalex.org/W2772097715","https://openalex.org/W2789821984","https://openalex.org/W2792509931","https://openalex.org/W2898699148","https://openalex.org/W2901396672","https://openalex.org/W2901732346","https://openalex.org/W2902880752","https://openalex.org/W2924040522","https://openalex.org/W2942477106","https://openalex.org/W2951128833","https://openalex.org/W2962706829","https://openalex.org/W2963346868","https://openalex.org/W2967854171","https://openalex.org/W2986795381","https://openalex.org/W2997121960","https://openalex.org/W3001675847","https://openalex.org/W3021395852","https://openalex.org/W3029130126","https://openalex.org/W3038119013","https://openalex.org/W3043183264","https://openalex.org/W3072501233","https://openalex.org/W3097463393","https://openalex.org/W3101013425","https://openalex.org/W3103045011","https://openalex.org/W3106344489","https://openalex.org/W3112189530","https://openalex.org/W3120280695","https://openalex.org/W3135917598","https://openalex.org/W3198354345","https://openalex.org/W3200742236","https://openalex.org/W3204446560","https://openalex.org/W3204737120","https://openalex.org/W3209243383","https://openalex.org/W3210481935","https://openalex.org/W4200508988","https://openalex.org/W4206896438","https://openalex.org/W4210884185","https://openalex.org/W4221068593","https://openalex.org/W4225246122","https://openalex.org/W4230212260","https://openalex.org/W4233646253","https://openalex.org/W4241270240","https://openalex.org/W4245285990","https://openalex.org/W4249713861","https://openalex.org/W4252888391","https://openalex.org/W4254238137","https://openalex.org/W4256051949","https://openalex.org/W4287662087","https://openalex.org/W4287812798","https://openalex.org/W4288287224","https://openalex.org/W4296175740","https://openalex.org/W4298882835","https://openalex.org/W4306918378","https://openalex.org/W4321152145","https://openalex.org/W4377864823","https://openalex.org/W4386273004","https://openalex.org/W4394649613","https://openalex.org/W6600295460","https://openalex.org/W6601969449","https://openalex.org/W6605056232","https://openalex.org/W6630787129"],"related_works":["https://openalex.org/W117517268","https://openalex.org/W2383239174","https://openalex.org/W2362829263","https://openalex.org/W3159953198","https://openalex.org/W49725993","https://openalex.org/W2380477800","https://openalex.org/W2347974653","https://openalex.org/W2766342722","https://openalex.org/W2380996235","https://openalex.org/W2573981081"],"abstract_inverted_index":{"This":[0],"Open":[1],"Access":[2],"book":[3],"discusses":[4],"manifold":[5],"learning":[6],"for":[7],"model":[8],"reduction":[9],"and":[10],"applications":[11],"to":[12],"image-based":[13],"digital":[14],"twining":[15],"or":[16],"multiphysics":[17],"coupled":[18],"problems":[19]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1}],"updated_date":"2026-08-01T09:00:35.917206","created_date":"2024-02-21T00:00:00"}