{"id":"https://openalex.org/W2946536216","doi":"https://doi.org/10.1007/s12530-019-09288-3","title":"New prior distribution for Bayesian neural network and learning via Hamiltonian Monte Carlo","display_name":"New prior distribution for Bayesian neural network and learning via Hamiltonian Monte Carlo","publication_year":2019,"publication_date":"2019-05-24","ids":{"openalex":"https://openalex.org/W2946536216","doi":"https://doi.org/10.1007/s12530-019-09288-3","mag":"2946536216"},"language":"en","primary_location":{"id":"doi:10.1007/s12530-019-09288-3","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s12530-019-09288-3","pdf_url":null,"source":{"id":"https://openalex.org/S202254422","display_name":"Evolving Systems","issn_l":"1868-6478","issn":["1868-6478","1868-6486"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Evolving Systems","raw_type":"journal-article"},"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/A5025844662","display_name":"Hassan Ramchoun","orcid":null},"institutions":[{"id":"https://openalex.org/I81605866","display_name":"Sidi Mohamed Ben Abdellah University","ror":"https://ror.org/04efg9a07","country_code":"MA","type":"education","lineage":["https://openalex.org/I81605866"]}],"countries":["MA"],"is_corresponding":true,"raw_author_name":"Hassan Ramchoun","raw_affiliation_strings":["Department of Mathematics, Modeling and Scientific Computing Laboratory, Faculty of Sciences and Technics, University of Sidi Mohamed Ben Abdellah, Fez, Morocco"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mathematics, Modeling and Scientific Computing Laboratory, Faculty of Sciences and Technics, University of Sidi Mohamed Ben Abdellah, Fez, Morocco","institution_ids":["https://openalex.org/I81605866"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5004046520","display_name":"Mohamed Ettaouil","orcid":null},"institutions":[{"id":"https://openalex.org/I81605866","display_name":"Sidi Mohamed Ben Abdellah University","ror":"https://ror.org/04efg9a07","country_code":"MA","type":"education","lineage":["https://openalex.org/I81605866"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Mohamed Ettaouil","raw_affiliation_strings":["Department of Mathematics, Modeling and Scientific Computing Laboratory, Faculty of Sciences and Technics, University of Sidi Mohamed Ben Abdellah, Fez, Morocco"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mathematics, Modeling and Scientific Computing Laboratory, Faculty of Sciences and Technics, University of Sidi Mohamed Ben Abdellah, Fez, Morocco","institution_ids":["https://openalex.org/I81605866"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5025844662"],"corresponding_institution_ids":["https://openalex.org/I81605866"],"apc_list":{"value":2590,"currency":"EUR","value_usd":3190},"apc_paid":null,"fwci":0.4339,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.71105191,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"11","issue":"4","first_page":"661","last_page":"671"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12814","display_name":"Gaussian Processes and Bayesian Inference","score":0.9987999796867371,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12814","display_name":"Gaussian Processes and Bayesian Inference","score":0.9987999796867371,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12056","display_name":"Markov Chains and Monte Carlo Methods","score":0.9973000288009644,"subfield":{"id":"https://openalex.org/subfields/2613","display_name":"Statistics and Probability"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11206","display_name":"Model Reduction and Neural Networks","score":0.996399998664856,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear 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/computer-science","display_name":"Computer science","score":0.6772024035453796},{"id":"https://openalex.org/keywords/monte-carlo-method","display_name":"Monte Carlo method","score":0.6418808698654175},{"id":"https://openalex.org/keywords/hybrid-monte-carlo","display_name":"Hybrid Monte Carlo","score":0.6415392160415649},{"id":"https://openalex.org/keywords/statistical-physics","display_name":"Statistical physics","score":0.577593982219696},{"id":"https://openalex.org/keywords/complex-system","display_name":"Complex system","score":0.5362687706947327},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5210465788841248},{"id":"https://openalex.org/keywords/bayesian-probability","display_name":"Bayesian probability","score":0.4992258548736572},{"id":"https://openalex.org/keywords/monte-carlo-molecular-modeling","display_name":"Monte Carlo molecular modeling","score":0.45579537749290466},{"id":"https://openalex.org/keywords/bayesian-network","display_name":"Bayesian network","score":0.42370089888572693},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4132373332977295},{"id":"https://openalex.org/keywords/markov-chain-monte-carlo","display_name":"Markov chain Monte Carlo","score":0.3912837505340576},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3794255554676056},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.23852422833442688},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.17122280597686768},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.09022307395935059}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6772024035453796},{"id":"https://openalex.org/C19499675","wikidata":"https://www.wikidata.org/wiki/Q232207","display_name":"Monte Carlo method","level":2,"score":0.6418808698654175},{"id":"https://openalex.org/C13153151","wikidata":"https://www.wikidata.org/wiki/Q1639846","display_name":"Hybrid Monte Carlo","level":4,"score":0.6415392160415649},{"id":"https://openalex.org/C121864883","wikidata":"https://www.wikidata.org/wiki/Q677916","display_name":"Statistical physics","level":1,"score":0.577593982219696},{"id":"https://openalex.org/C47822265","wikidata":"https://www.wikidata.org/wiki/Q854457","display_name":"Complex system","level":2,"score":0.5362687706947327},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5210465788841248},{"id":"https://openalex.org/C107673813","wikidata":"https://www.wikidata.org/wiki/Q812534","display_name":"Bayesian probability","level":2,"score":0.4992258548736572},{"id":"https://openalex.org/C37669827","wikidata":"https://www.wikidata.org/wiki/Q6904703","display_name":"Monte Carlo molecular modeling","level":4,"score":0.45579537749290466},{"id":"https://openalex.org/C33724603","wikidata":"https://www.wikidata.org/wiki/Q812540","display_name":"Bayesian network","level":2,"score":0.42370089888572693},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4132373332977295},{"id":"https://openalex.org/C111350023","wikidata":"https://www.wikidata.org/wiki/Q1191869","display_name":"Markov chain Monte Carlo","level":3,"score":0.3912837505340576},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3794255554676056},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.23852422833442688},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.17122280597686768},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.09022307395935059}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s12530-019-09288-3","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s12530-019-09288-3","pdf_url":null,"source":{"id":"https://openalex.org/S202254422","display_name":"Evolving Systems","issn_l":"1868-6478","issn":["1868-6478","1868-6486"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Evolving Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":33,"referenced_works":["https://openalex.org/W195465510","https://openalex.org/W261206932","https://openalex.org/W886564547","https://openalex.org/W1530404001","https://openalex.org/W1554663460","https://openalex.org/W1567512734","https://openalex.org/W1870078168","https://openalex.org/W1974545290","https://openalex.org/W1983664186","https://openalex.org/W1999860347","https://openalex.org/W2016782026","https://openalex.org/W2018189414","https://openalex.org/W2031001353","https://openalex.org/W2059448777","https://openalex.org/W2065385043","https://openalex.org/W2084083808","https://openalex.org/W2088350412","https://openalex.org/W2088538739","https://openalex.org/W2108947279","https://openalex.org/W2111051539","https://openalex.org/W2135046866","https://openalex.org/W2154317083","https://openalex.org/W2245380845","https://openalex.org/W2478027467","https://openalex.org/W2546700349","https://openalex.org/W2727300753","https://openalex.org/W2794065264","https://openalex.org/W2811367404","https://openalex.org/W2913856263","https://openalex.org/W3092549130","https://openalex.org/W3103411271","https://openalex.org/W4285719527","https://openalex.org/W4388297464"],"related_works":["https://openalex.org/W2078644085","https://openalex.org/W1526488073","https://openalex.org/W2004672147","https://openalex.org/W2108651330","https://openalex.org/W2083800920","https://openalex.org/W2171881746","https://openalex.org/W2107816669","https://openalex.org/W2021233158","https://openalex.org/W2001072740","https://openalex.org/W2519374578"],"abstract_inverted_index":null,"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2020,"cited_by_count":1}],"updated_date":"2026-06-19T15:47:20.252518","created_date":"2025-10-10T00:00:00"}
