{"id":"https://openalex.org/W2810696863","doi":"https://doi.org/10.1134/s1063778818030043","title":"Adjustment of Non-linear Interaction Parameters for Relativistic Mean Field Approach by Using Artificial Neural Networks","display_name":"Adjustment of Non-linear Interaction Parameters for Relativistic Mean Field Approach by Using Artificial Neural Networks","publication_year":2018,"publication_date":"2018-05-01","ids":{"openalex":"https://openalex.org/W2810696863","doi":"https://doi.org/10.1134/s1063778818030043","mag":"2810696863"},"language":"en","primary_location":{"id":"doi:10.1134/s1063778818030043","doi":"https://doi.org/10.1134/s1063778818030043","is_oa":false,"landing_page_url":"https://doi.org/10.1134/s1063778818030043","pdf_url":null,"source":{"id":"https://openalex.org/S20255291","display_name":"Physics of Atomic Nuclei","issn_l":"1063-7788","issn":["1063-7788","1562-692X","3034-6282"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","dongbi-d","jufo-1","norway-1","poland-40","russia-white-list-3"],"host_organization":"https://openalex.org/P4310320267","host_organization_name":"Pleiades Publishing","host_organization_lineage":["https://openalex.org/P4310320267","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Pleiades Publishing","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Physics of Atomic Nuclei","raw_type":"journal-article"},"volume":null,"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5081295792","display_name":"Tuncay Bayram","orcid":"https://orcid.org/0000-0003-3704-0818","observed_orcids":["https://orcid.org/0000-0003-3704-0818"]},"institutions":[{"id":"https://openalex.org/I162720556","display_name":"Karadeniz Technical University","ror":"https://ror.org/03z8fyr40","country_code":"TR","type":"education","lineage":["https://openalex.org/I162720556"]}],"countries":["TR"],"is_corresponding":true,"raw_author_name":"T. Bayram","raw_affiliation_strings":["Department of Physics, Karadeniz Technical University, Trabzon, Turkey"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Physics, Karadeniz Technical University, Trabzon, Turkey","institution_ids":["https://openalex.org/I162720556"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045618594","display_name":"Serkan Akkoyun","orcid":"https://orcid.org/0000-0002-8996-3385","observed_orcids":["https://orcid.org/0000-0002-8996-3385"]},"institutions":[{"id":"https://openalex.org/I12700597","display_name":"Sivas Cumhuriyet \u00dcniversitesi","ror":"https://ror.org/04f81fm77","country_code":"TR","type":"education","lineage":["https://openalex.org/I12700597"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"S. Akkoyun","raw_affiliation_strings":["Department of Physics, Cumhuriyet University, Sivas, Turkey"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Physics, Cumhuriyet University, Sivas, Turkey","institution_ids":["https://openalex.org/I12700597"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5062227804","display_name":"\u015eevki \u015eent\u00fcrk","orcid":"https://orcid.org/0000-0001-8355-1307","observed_orcids":["https://orcid.org/0000-0001-8355-1307"]},"institutions":[{"id":"https://openalex.org/I162720556","display_name":"Karadeniz Technical University","ror":"https://ror.org/03z8fyr40","country_code":"TR","type":"education","lineage":["https://openalex.org/I162720556"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"\u015e. \u015eent\u00fcrk","raw_affiliation_strings":["Department of Physics, Karadeniz Technical University, Trabzon, Turkey"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Physics, Karadeniz Technical University, Trabzon, Turkey","institution_ids":["https://openalex.org/I162720556"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5081295792"],"corresponding_institution_ids":["https://openalex.org/I162720556"],"apc_list":null,"apc_paid":null,"fwci":1.1923,"has_fulltext":false,"cited_by_count":13,"citation_normalized_percentile":{"value":0.78433713,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"81","issue":"3","first_page":"288","last_page":"295"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10093","display_name":"Nuclear physics research studies","score":0.9970999956130981,"subfield":{"id":"https://openalex.org/subfields/3106","display_name":"Nuclear and High Energy Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10093","display_name":"Nuclear physics research studies","score":0.9970999956130981,"subfield":{"id":"https://openalex.org/subfields/3106","display_name":"Nuclear and High Energy Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T13458","display_name":"Astronomical and nuclear sciences","score":0.0010999999940395355,"subfield":{"id":"https://openalex.org/subfields/3106","display_name":"Nuclear and High Energy Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10224","display_name":"Quantum Chromodynamics and Particle Interactions","score":0.0003000000142492354,"subfield":{"id":"https://openalex.org/subfields/3106","display_name":"Nuclear and High Energy Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/relativistic-mean-field-model","display_name":"relativistic mean field","score":0.996999979019165},{"id":"https://openalex.org/keywords/neural-network","display_name":"artificial neural networks","score":0.7839999794960022},{"id":"https://openalex.org/keywords/ground-state-binding-energy","display_name":"ground state binding energy","score":0.7400000095367432},{"id":"https://openalex.org/keywords/charge-radius","display_name":"charge radius","score":0.8370000123977661},{"id":"https://openalex.org/keywords/nuclear-mass-predictions","display_name":"nuclear mass predictions","score":0.4000000059604645},{"id":"https://openalex.org/keywords/meson-nucleon-coupling-constants","display_name":"meson-nucleon coupling constants","score":0.7459999918937683},{"id":"https://openalex.org/keywords/spherical-nuclei","display_name":"spherical nuclei","score":0.5669999718666077}],"concepts":[{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.8313244581222534},{"id":"https://openalex.org/C172695262","wikidata":"https://www.wikidata.org/wiki/Q102165","display_name":"Nucleon","level":2,"score":0.617950439453125},{"id":"https://openalex.org/C183276030","wikidata":"https://www.wikidata.org/wiki/Q1193095","display_name":"Coupling constant","level":2,"score":0.5839625597000122},{"id":"https://openalex.org/C69523127","wikidata":"https://www.wikidata.org/wiki/Q4480008","display_name":"Ground state","level":2,"score":0.5602759122848511},{"id":"https://openalex.org/C200006409","wikidata":"https://www.wikidata.org/wiki/Q102742","display_name":"Meson","level":2,"score":0.512743353843689},{"id":"https://openalex.org/C202213908","wikidata":"https://www.wikidata.org/wiki/Q626011","display_name":"Mean field theory","level":2,"score":0.5055575370788574},{"id":"https://openalex.org/C83727373","wikidata":"https://www.wikidata.org/wiki/Q206451","display_name":"Semi-empirical mass formula","level":4,"score":0.49027445912361145},{"id":"https://openalex.org/C121864883","wikidata":"https://www.wikidata.org/wiki/Q677916","display_name":"Statistical physics","level":1,"score":0.4623580574989319},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4248066842556},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.41904282569885254},{"id":"https://openalex.org/C109214941","wikidata":"https://www.wikidata.org/wiki/Q18334","display_name":"Particle physics","level":1,"score":0.34559404850006104},{"id":"https://openalex.org/C185544564","wikidata":"https://www.wikidata.org/wiki/Q81197","display_name":"Nuclear physics","level":1,"score":0.33369848132133484},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.2594216465950012},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.09411025047302246},{"id":"https://openalex.org/C152568617","wikidata":"https://www.wikidata.org/wiki/Q2348","display_name":"Neutron","level":2,"score":0.08935150504112244},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.08672735095024109},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.07780647277832031},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C12294094","wikidata":"https://www.wikidata.org/wiki/Q929080","display_name":"Fission","level":3,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1134/s1063778818030043","doi":"https://doi.org/10.1134/s1063778818030043","is_oa":false,"landing_page_url":"https://doi.org/10.1134/s1063778818030043","pdf_url":null,"source":{"id":"https://openalex.org/S20255291","display_name":"Physics of Atomic Nuclei","issn_l":"1063-7788","issn":["1063-7788","1562-692X","3034-6282"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","dongbi-d","jufo-1","norway-1","poland-40","russia-white-list-3"],"host_organization":"https://openalex.org/P4310320267","host_organization_name":"Pleiades Publishing","host_organization_lineage":["https://openalex.org/P4310320267","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Pleiades Publishing","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Physics of Atomic Nuclei","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":41,"referenced_works":["https://openalex.org/W1946796168","https://openalex.org/W1964809169","https://openalex.org/W1964882770","https://openalex.org/W1968257952","https://openalex.org/W1969804748","https://openalex.org/W1975500188","https://openalex.org/W1977521613","https://openalex.org/W1986680446","https://openalex.org/W1993265760","https://openalex.org/W1996879716","https://openalex.org/W1997160764","https://openalex.org/W1997664190","https://openalex.org/W1999913383","https://openalex.org/W2002917384","https://openalex.org/W2007779595","https://openalex.org/W2016480013","https://openalex.org/W2021064950","https://openalex.org/W2025607481","https://openalex.org/W2029831657","https://openalex.org/W2043211185","https://openalex.org/W2049060396","https://openalex.org/W2057109541","https://openalex.org/W2064986091","https://openalex.org/W2070666537","https://openalex.org/W2078298235","https://openalex.org/W2082174265","https://openalex.org/W2087070363","https://openalex.org/W2090114183","https://openalex.org/W2094400046","https://openalex.org/W2103496339","https://openalex.org/W2122203937","https://openalex.org/W2124776405","https://openalex.org/W2139888580","https://openalex.org/W2241303134","https://openalex.org/W2244684221","https://openalex.org/W2256578114","https://openalex.org/W2313001975","https://openalex.org/W2512032063","https://openalex.org/W2951716910","https://openalex.org/W3098669482","https://openalex.org/W3100879642"],"related_works":["https://openalex.org/W2755625714","https://openalex.org/W7200086238","https://openalex.org/W1971288559","https://openalex.org/W2175356826","https://openalex.org/W4393157764","https://openalex.org/W2948964177","https://openalex.org/W7117353988","https://openalex.org/W2962985470","https://openalex.org/W2244684221","https://openalex.org/W7202097036"],"abstract_inverted_index":{"The":[0],"relativistic":[1],"mean":[2],"field":[3,114],"(RMF)":[4],"model":[5,90,161,200,216],"with":[6,217,239],"a":[7,125],"small":[8],"number":[9],"of":[10,24,29,42,54,57,66,74,95,98,115,157,171,177,183,214,228],"adjusted":[11],"parameters":[12,62,162],"has":[13,149,186],"been":[14,150,187,206,234],"used":[15,110,131],"successfully":[16,111],"in":[17,112,118,237],"the":[18,138,141,144,167,240],"last":[19],"thirty":[20],"years":[21],"for":[22,52,88,180,198,221],"predictions":[23,94,165,213],"various":[25],"ground-state":[26,168,222],"nuclear":[27,55,96,119],"properties":[28,56,97],"nuclei.":[30,58,174],"In":[31,143],"this":[32,60,192],"model,":[33],"Dirac":[34],"and":[35,72,78,163,225],"Klein\u2013Gordon":[36],"like":[37],"equations":[38],"obtained":[39],"from":[40,82],"application":[41],"variation":[43],"principle":[44],"on":[45,166,191],"phenomenological":[46],"Lagrangian":[47],"density":[48],"are":[49,76,80,130],"solved":[50],"iteratively":[51],"calculations":[53],"For":[59],"purpose,":[61],"such":[63],"as":[64,117,124,236],"masses":[65],"considered":[67,184],"mesons,":[68],"nucleon\u2013meson":[69],"coupling":[70],"constants,":[71],"self-couplings":[73],"mesons":[75],"needed":[77],"they":[79],"fitted":[81],"experimental":[83,242],"data.":[84,243],"Some":[85],"parameter":[86,196,219],"sets":[87],"RMF":[89,160,199,215],"introduced":[91],"to":[92,136,152],"correct":[93],"nuclei":[99,185,229],"cover":[100,230],"nuclidic":[101,231],"chart.":[102],"Besides":[103],"Artificial":[104],"Neural":[105],"Network":[106],"(ANN)":[107],"method":[108,148,179],"is":[109,122],"many":[113],"science":[116],"physics.":[120],"ANN":[121,147,178,210],"known":[123],"very":[126],"powerful":[127],"tool":[128],"that":[129],"when":[132],"standard":[133],"techniques":[134],"fail":[135],"estimate":[137],"correlation":[139],"between":[140,159],"variables.":[142],"present":[145],"study,":[146],"employed":[151],"check":[153],"its":[154],"understanding":[155],"capability":[156,176],"relations":[158,182],"their":[164],"binding":[169,223],"energies":[170,224],"some":[172],"spherical":[173],"Understanding":[175],"these":[181],"found":[188,235],"well.":[189],"Based":[190],"success,":[193],"new":[194],"non-linear":[195],"set":[197,220],"called":[201],"DEFNE":[202,218],"by":[203,208],"us":[204],"have":[205,233],"produced":[207],"using":[209],"method.":[211],"Furthermore,":[212],"charge":[226],"radii":[227],"chart":[232],"agreement":[238],"available":[241]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":5},{"year":2019,"cited_by_count":2}],"updated_date":"2026-10-16T09:59:22.235173","created_date":"2018-07-10T00:00:00"}