{"id":"https://openalex.org/W2113143455","doi":"https://doi.org/10.1190/1.1444797","title":"Neural networks in geophysical applications","display_name":"Neural networks in geophysical applications","publication_year":2000,"publication_date":"2000-01-01","ids":{"openalex":"https://openalex.org/W2113143455","doi":"https://doi.org/10.1190/1.1444797","mag":"2113143455"},"language":"en","primary_location":{"id":"doi:10.1190/1.1444797","doi":"https://doi.org/10.1190/1.1444797","is_oa":false,"landing_page_url":"https://doi.org/10.1190/1.1444797","pdf_url":null,"source":{"id":"https://openalex.org/S106174089","display_name":"Geophysics","issn_l":"0016-8033","issn":["0016-8033","1942-2156"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","dongbi-a","jufo-1","norway-2","poland-100","russia-white-list-1"],"host_organization":"https://openalex.org/P4310316678","host_organization_name":"Society of Exploration Geophysicists","host_organization_lineage":["https://openalex.org/P4310316678"],"host_organization_lineage_names":["Society of Exploration Geophysicists"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Geophysics","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"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/A5063768705","display_name":"Mirko van der Baan","orcid":"https://orcid.org/0000-0001-6416-8839","observed_orcids":["https://orcid.org/0000-0001-6416-8839"]},"institutions":[{"id":"https://openalex.org/I130828816","display_name":"University of Leeds","ror":"https://ror.org/024mrxd33","country_code":"GB","type":"education","lineage":["https://openalex.org/I130828816"]},{"id":"https://openalex.org/I177483745","display_name":"Universit\u00e9 Joseph Fourier","ror":"https://ror.org/02aj0kh94","country_code":"FR","type":"education","lineage":["https://openalex.org/I177483745","https://openalex.org/I899635006"]}],"countries":["FR","GB"],"is_corresponding":false,"raw_author_name":"Mirko van der Baan","raw_affiliation_strings":["\u2217Formerly Universit\u00e9 Joseph Fourier, Laboratoire de G\u00e9ophysique Interne et Tectonophysique, BP 53, 38041 Grenoble Cedex, France; currently University of Leeds, School of Earth Sciences, Leeds LS2 9JT, UK. E-mail: mvdbaan@earth.leeds.ac.uk","Universit\u00e9 Joseph Fourier, Laboratoire de G\u00e9ophysique Interne et Tectonophysique, BP 53, 38041 Grenoble Cedex, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"\u2217Formerly Universit\u00e9 Joseph Fourier, Laboratoire de G\u00e9ophysique Interne et Tectonophysique, BP 53, 38041 Grenoble Cedex, France; currently University of Leeds, School of Earth Sciences, Leeds LS2 9JT, UK. E-mail: mvdbaan@earth.leeds.ac.uk","institution_ids":["https://openalex.org/I130828816","https://openalex.org/I177483745"]},{"raw_affiliation_string":"Universit\u00e9 Joseph Fourier, Laboratoire de G\u00e9ophysique Interne et Tectonophysique, BP 53, 38041 Grenoble Cedex, France","institution_ids":["https://openalex.org/I177483745"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5055562421","display_name":"Christian Jutten","orcid":"https://orcid.org/0000-0002-4477-4847","observed_orcids":["https://orcid.org/0000-0002-4477-4847"]},"institutions":[{"id":"https://openalex.org/I106785703","display_name":"Institut polytechnique de Grenoble","ror":"https://ror.org/05sbt2524","country_code":"FR","type":"education","lineage":["https://openalex.org/I106785703","https://openalex.org/I899635006"]},{"id":"https://openalex.org/I4210124956","display_name":"GIPSA-Lab","ror":"https://ror.org/02wrme198","country_code":"FR","type":"facility","lineage":["https://openalex.org/I106785703","https://openalex.org/I1294671590","https://openalex.org/I4210124956","https://openalex.org/I899635006"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Christian Jutten","raw_affiliation_strings":["\u2021Laboratoire des Images et des Signaux, Institut National Polytechnique, 46 av. F\u00e9lix Viallet, 38031 Grenoble Cedex, France. E-mail: chris@lis-viallet.inpg.fr","Laboratoire des Images et des Signaux, Institut National Polytechnique, 46 av. F\u00e9lix Viallet, 38031 Grenoble Cedex, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"\u2021Laboratoire des Images et des Signaux, Institut National Polytechnique, 46 av. F\u00e9lix Viallet, 38031 Grenoble Cedex, France. E-mail: chris@lis-viallet.inpg.fr","institution_ids":["https://openalex.org/I106785703","https://openalex.org/I4210124956"]},{"raw_affiliation_string":"Laboratoire des Images et des Signaux, Institut National Polytechnique, 46 av. F\u00e9lix Viallet, 38031 Grenoble Cedex, France","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":4.3851,"has_fulltext":false,"cited_by_count":347,"citation_normalized_percentile":{"value":0.94466972,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"65","issue":"4","first_page":"1032","last_page":"1047"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.9990000128746033,"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/T10320","display_name":"Neural Networks and Applications","score":0.9990000128746033,"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/T12676","display_name":"Machine Learning and ELM","score":0.00019999999494757503,"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/T11490","display_name":"Hydrological Forecasting Using AI","score":0.00019999999494757503,"subfield":{"id":"https://openalex.org/subfields/2305","display_name":"Environmental Engineering"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/neural-network","display_name":"artificial neural networks","score":0.9900000095367432},{"id":"https://openalex.org/keywords/geophysical-applications","display_name":"geophysical applications","score":0.859000027179718},{"id":"https://openalex.org/keywords/universal-approximation","display_name":"universal approximation","score":0.847000002861023},{"id":"https://openalex.org/keywords/training-speed","display_name":"training speed","score":0.5199999809265137},{"id":"https://openalex.org/keywords/generalization","display_name":"generalization","score":0.9819999933242798},{"id":"https://openalex.org/keywords/network-architecture-selection","display_name":"network architecture selection","score":0.7639999985694885},{"id":"https://openalex.org/keywords/network-size-estimation","display_name":"network size estimation","score":0.8140000104904175}],"concepts":[{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.7097508907318115},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6933829188346863},{"id":"https://openalex.org/C177148314","wikidata":"https://www.wikidata.org/wiki/Q170084","display_name":"Generalization","level":2,"score":0.6566272974014282},{"id":"https://openalex.org/C136197465","wikidata":"https://www.wikidata.org/wiki/Q1729295","display_name":"Variety (cybernetics)","level":2,"score":0.5796144008636475},{"id":"https://openalex.org/C8058405","wikidata":"https://www.wikidata.org/wiki/Q46255","display_name":"Geophysics","level":1,"score":0.5056972503662109},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.46870654821395874},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4481448829174042},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.35084742307662964},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.22490385174751282},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.12547188997268677},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C78458016","wikidata":"https://www.wikidata.org/wiki/Q840400","display_name":"Evolutionary biology","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1190/1.1444797","doi":"https://doi.org/10.1190/1.1444797","is_oa":false,"landing_page_url":"https://doi.org/10.1190/1.1444797","pdf_url":null,"source":{"id":"https://openalex.org/S106174089","display_name":"Geophysics","issn_l":"0016-8033","issn":["0016-8033","1942-2156"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","dongbi-a","jufo-1","norway-2","poland-100","russia-white-list-1"],"host_organization":"https://openalex.org/P4310316678","host_organization_name":"Society of Exploration Geophysicists","host_organization_lineage":["https://openalex.org/P4310316678"],"host_organization_lineage_names":["Society of Exploration Geophysicists"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Geophysics","raw_type":"journal-article"},{"id":"pmh:oai:eprints.whiterose.ac.uk:325","doi":null,"is_oa":false,"landing_page_url":"http://eprints.whiterose.ac.uk/325/1/vanderBaanm2.pdf","pdf_url":"http://eprints.whiterose.ac.uk/325/1/vanderBaanm2.pdf","source":{"id":"https://openalex.org/S4306400854","display_name":"White Rose Research Online (University of Leeds, The University of Sheffield, University of York)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I2800616092","host_organization_name":"White Rose University Consortium","host_organization_lineage":["https://openalex.org/I2800616092"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"","raw_type":"Article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.323.9220","doi":null,"is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.323.9220","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://eprints.whiterose.ac.uk/325/1/vanderBaanm2.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":94,"referenced_works":["https://openalex.org/W15572362","https://openalex.org/W88358529","https://openalex.org/W99894422","https://openalex.org/W161283806","https://openalex.org/W162697814","https://openalex.org/W607591727","https://openalex.org/W617489486","https://openalex.org/W1018216342","https://openalex.org/W1481519903","https://openalex.org/W1498436455","https://openalex.org/W1533986854","https://openalex.org/W1561165259","https://openalex.org/W1828043017","https://openalex.org/W1964168965","https://openalex.org/W1966670853","https://openalex.org/W1979519992","https://openalex.org/W1979581468","https://openalex.org/W1981142313","https://openalex.org/W1991848143","https://openalex.org/W1992774725","https://openalex.org/W1995341919","https://openalex.org/W1995945562","https://openalex.org/W1997237410","https://openalex.org/W2002096058","https://openalex.org/W2006544565","https://openalex.org/W2011873184","https://openalex.org/W2013825190","https://openalex.org/W2018198603","https://openalex.org/W2024235597","https://openalex.org/W2051812123","https://openalex.org/W2053376610","https://openalex.org/W2057853719","https://openalex.org/W2061069258","https://openalex.org/W2061317273","https://openalex.org/W2062897230","https://openalex.org/W2070665556","https://openalex.org/W2074541343","https://openalex.org/W2076118331","https://openalex.org/W2078376347","https://openalex.org/W2078496737","https://openalex.org/W2081136789","https://openalex.org/W2085782833","https://openalex.org/W2087964979","https://openalex.org/W2091121667","https://openalex.org/W2091233563","https://openalex.org/W2095701484","https://openalex.org/W2097533491","https://openalex.org/W2098545770","https://openalex.org/W2101927907","https://openalex.org/W2102073628","https://openalex.org/W2102589063","https://openalex.org/W2103102567","https://openalex.org/W2103496339","https://openalex.org/W2109779438","https://openalex.org/W2111406701","https://openalex.org/W2111975408","https://openalex.org/W2112081648","https://openalex.org/W2112246162","https://openalex.org/W2113021507","https://openalex.org/W2113442785","https://openalex.org/W2114766824","https://openalex.org/W2114865067","https://openalex.org/W2117897510","https://openalex.org/W2117941247","https://openalex.org/W2120972216","https://openalex.org/W2125389748","https://openalex.org/W2133671888","https://openalex.org/W2134273960","https://openalex.org/W2143908786","https://openalex.org/W2145085734","https://openalex.org/W2147299889","https://openalex.org/W2147760898","https://openalex.org/W2147800946","https://openalex.org/W2152477898","https://openalex.org/W2155399784","https://openalex.org/W2156297475","https://openalex.org/W2156660203","https://openalex.org/W2158267102","https://openalex.org/W2160208155","https://openalex.org/W2160687178","https://openalex.org/W2164359548","https://openalex.org/W2165758113","https://openalex.org/W2166915851","https://openalex.org/W2170528613","https://openalex.org/W2485341146","https://openalex.org/W2911546748","https://openalex.org/W2985057205","https://openalex.org/W3023540311","https://openalex.org/W3106889297","https://openalex.org/W4214871172","https://openalex.org/W4243797702","https://openalex.org/W4244542183","https://openalex.org/W4250621041","https://openalex.org/W4300989607"],"related_works":["https://openalex.org/W7045324753","https://openalex.org/W2808921692","https://openalex.org/W2808766035","https://openalex.org/W3121558117","https://openalex.org/W4232433220","https://openalex.org/W2730844916","https://openalex.org/W2803929612","https://openalex.org/W2379130927","https://openalex.org/W1969419074","https://openalex.org/W2053206620"],"abstract_inverted_index":{"Abstract":[0],"Neural":[1],"networks":[2,59],"are":[3,10,89],"increasingly":[4],"popular":[5],"in":[6,66],"geophysics.":[7],"Because":[8],"they":[9,25],"universal":[11],"approximators,":[12],"these":[13,74],"tools":[14,75],"can":[15],"approximate":[16],"any":[17],"continuous":[18],"function":[19],"with":[20],"an":[21],"arbitrary":[22],"precision.":[23],"Hence,":[24],"may":[26],"yield":[27],"important":[28],"contributions":[29],"to":[30,33,48,53,63,81],"finding":[31],"solutions":[32],"a":[34],"variety":[35],"of":[36,41,57,73,103],"geophysical":[37,68],"applications.":[38],"However,":[39],"knowledge":[40],"many":[42],"methods":[43],"and":[44,52,99,106],"techniques":[45,88],"recently":[46],"developed":[47],"increase":[49],"the":[50,55,67,71,100],"performance":[51],"facilitate":[54],"use":[56],"neural":[58],"does":[60],"not":[61,77],"seem":[62],"be":[64],"widespread":[65],"community.":[69],"Therefore,":[70],"power":[72],"has":[76],"yet":[78],"been":[79],"explored":[80],"their":[82],"full":[83],"extent.":[84],"In":[85],"this":[86],"paper,":[87],"described":[90],"for":[91],"faster":[92],"training,":[93],"better":[94],"overall":[95],"performance,":[96],"i.e.,":[97],"generalization,":[98],"automatic":[101],"estimation":[102],"network":[104],"size":[105],"architecture.":[107]},"counts_by_year":[{"year":2026,"cited_by_count":10},{"year":2025,"cited_by_count":8},{"year":2024,"cited_by_count":12},{"year":2023,"cited_by_count":24},{"year":2022,"cited_by_count":23},{"year":2021,"cited_by_count":22},{"year":2020,"cited_by_count":29},{"year":2019,"cited_by_count":25},{"year":2018,"cited_by_count":19},{"year":2017,"cited_by_count":18},{"year":2016,"cited_by_count":20},{"year":2015,"cited_by_count":12},{"year":2014,"cited_by_count":13},{"year":2013,"cited_by_count":15},{"year":2012,"cited_by_count":16}],"updated_date":"2026-11-07T11:25:07.637180","created_date":"2016-06-24T00:00:00"}
