{"id":"https://openalex.org/W1973258947","doi":"https://doi.org/10.1109/ijcnn.2012.6252478","title":"A neural networks-based fitting to high energy stopping power data for heavy ions in solid matter","display_name":"A neural networks-based fitting to high energy stopping power data for heavy ions in solid matter","publication_year":2012,"publication_date":"2012-06-01","ids":{"openalex":"https://openalex.org/W1973258947","doi":"https://doi.org/10.1109/ijcnn.2012.6252478","mag":"1973258947"},"language":"en","primary_location":{"id":"doi:10.1109/ijcnn.2012.6252478","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn.2012.6252478","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The 2012 International Joint Conference on Neural Networks (IJCNN)","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://figshare.com/articles/conference_contribution/A_neural_networks-based_fitting_to_high_energy_stopping_power_data_for_heavy_ions_in_solid_matter/13457258","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100724521","display_name":"Michael Li","orcid":"https://orcid.org/0000-0002-6019-1035"},"institutions":[{"id":"https://openalex.org/I74899385","display_name":"Central Queensland University","ror":"https://ror.org/023q4bk22","country_code":"AU","type":"education","lineage":["https://openalex.org/I74899385"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Michael Li","raw_affiliation_strings":["School of Informatics and Communication Technology, Faculty of Arts, Business, Informatics and Education, Central Queensland University, Rockhampton, QLD, Australia","School of Informatics and Communication Technology, Faculty of Arts, Business, Informatics and Education Central Queensland University, Rockhampton, 4702, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Informatics and Communication Technology, Faculty of Arts, Business, Informatics and Education, Central Queensland University, Rockhampton, QLD, Australia","institution_ids":["https://openalex.org/I74899385"]},{"raw_affiliation_string":"School of Informatics and Communication Technology, Faculty of Arts, Business, Informatics and Education Central Queensland University, Rockhampton, 4702, Australia","institution_ids":["https://openalex.org/I74899385"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103227482","display_name":"William Guo","orcid":"https://orcid.org/0000-0002-3134-3327"},"institutions":[{"id":"https://openalex.org/I74899385","display_name":"Central Queensland University","ror":"https://ror.org/023q4bk22","country_code":"AU","type":"education","lineage":["https://openalex.org/I74899385"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"William Guo","raw_affiliation_strings":["School of Informatics and Communication Technology, Faculty of Arts, Business, Informatics and Education, Central Queensland University, Rockhampton, QLD, Australia","School of Informatics and Communication Technology, Faculty of Arts, Business, Informatics and Education Central Queensland University, Rockhampton, 4702, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Informatics and Communication Technology, Faculty of Arts, Business, Informatics and Education, Central Queensland University, Rockhampton, QLD, Australia","institution_ids":["https://openalex.org/I74899385"]},{"raw_affiliation_string":"School of Informatics and Communication Technology, Faculty of Arts, Business, Informatics and Education Central Queensland University, Rockhampton, 4702, Australia","institution_ids":["https://openalex.org/I74899385"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026528338","display_name":"Brijesh Verma","orcid":"https://orcid.org/0000-0002-4618-0479"},"institutions":[{"id":"https://openalex.org/I74899385","display_name":"Central Queensland University","ror":"https://ror.org/023q4bk22","country_code":"AU","type":"education","lineage":["https://openalex.org/I74899385"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Brijesh Verma","raw_affiliation_strings":["School of Informatics and Communication Technology, Faculty of Arts, Business, Informatics and Education, Central Queensland University, Rockhampton, QLD, Australia","School of Informatics and Communication Technology, Faculty of Arts, Business, Informatics and Education Central Queensland University, Rockhampton, 4702, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Informatics and Communication Technology, Faculty of Arts, Business, Informatics and Education, Central Queensland University, Rockhampton, QLD, Australia","institution_ids":["https://openalex.org/I74899385"]},{"raw_affiliation_string":"School of Informatics and Communication Technology, Faculty of Arts, Business, Informatics and Education Central Queensland University, Rockhampton, 4702, Australia","institution_ids":["https://openalex.org/I74899385"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100461030","display_name":"Hong Lee","orcid":"https://orcid.org/0000-0002-3121-7080"},"institutions":[{"id":"https://openalex.org/I74899385","display_name":"Central Queensland University","ror":"https://ror.org/023q4bk22","country_code":"AU","type":"education","lineage":["https://openalex.org/I74899385"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Hong Lee","raw_affiliation_strings":["School of Informatics and Communication Technology, Faculty of Arts, Business, Informatics and Education, Central Queensland University, Rockhampton, QLD, Australia","School of Informatics and Communication Technology, Faculty of Arts, Business, Informatics and Education Central Queensland University, Rockhampton, 4702, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Informatics and Communication Technology, Faculty of Arts, Business, Informatics and Education, Central Queensland University, Rockhampton, QLD, Australia","institution_ids":["https://openalex.org/I74899385"]},{"raw_affiliation_string":"School of Informatics and Communication Technology, Faculty of Arts, Business, Informatics and Education Central Queensland University, Rockhampton, 4702, Australia","institution_ids":["https://openalex.org/I74899385"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I74899385"],"apc_list":null,"apc_paid":null,"fwci":1.1036,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.73218062,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12166","display_name":"Ion-surface interactions and analysis","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/2206","display_name":"Computational Mechanics"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12166","display_name":"Ion-surface interactions and analysis","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/2206","display_name":"Computational Mechanics"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10683","display_name":"Mass Spectrometry Techniques and Applications","score":0.9990000128746033,"subfield":{"id":"https://openalex.org/subfields/1607","display_name":"Spectroscopy"},"field":{"id":"https://openalex.org/fields/16","display_name":"Chemistry"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12039","display_name":"Electron and X-Ray Spectroscopy Techniques","score":0.998199999332428,"subfield":{"id":"https://openalex.org/subfields/2508","display_name":"Surfaces, Coatings and Films"},"field":{"id":"https://openalex.org/fields/25","display_name":"Materials Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.759997546672821},{"id":"https://openalex.org/keywords/stopping-power","display_name":"Stopping power","score":0.7024000883102417},{"id":"https://openalex.org/keywords/projectile","display_name":"Projectile","score":0.6642370820045471},{"id":"https://openalex.org/keywords/backpropagation","display_name":"Backpropagation","score":0.624076783657074},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5696600079536438},{"id":"https://openalex.org/keywords/energy","display_name":"Energy (signal processing)","score":0.5558762550354004},{"id":"https://openalex.org/keywords/multilayer-perceptron","display_name":"Multilayer perceptron","score":0.5527627468109131},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.5454407930374146},{"id":"https://openalex.org/keywords/early-stopping","display_name":"Early stopping","score":0.5162215232849121},{"id":"https://openalex.org/keywords/perceptron","display_name":"Perceptron","score":0.5112473964691162},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.5013296604156494},{"id":"https://openalex.org/keywords/position","display_name":"Position (finance)","score":0.49374279379844666},{"id":"https://openalex.org/keywords/data-set","display_name":"Data set","score":0.4570617079734802},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2887449264526367},{"id":"https://openalex.org/keywords/materials-science","display_name":"Materials science","score":0.20467033982276917},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.19873028993606567},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.17516323924064636},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.10018205642700195},{"id":"https://openalex.org/keywords/thermodynamics","display_name":"Thermodynamics","score":0.07760393619537354}],"concepts":[{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.759997546672821},{"id":"https://openalex.org/C146904657","wikidata":"https://www.wikidata.org/wiki/Q201332","display_name":"Stopping power","level":3,"score":0.7024000883102417},{"id":"https://openalex.org/C49304495","wikidata":"https://www.wikidata.org/wiki/Q49393","display_name":"Projectile","level":2,"score":0.6642370820045471},{"id":"https://openalex.org/C155032097","wikidata":"https://www.wikidata.org/wiki/Q798503","display_name":"Backpropagation","level":3,"score":0.624076783657074},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5696600079536438},{"id":"https://openalex.org/C186370098","wikidata":"https://www.wikidata.org/wiki/Q442787","display_name":"Energy (signal processing)","level":2,"score":0.5558762550354004},{"id":"https://openalex.org/C179717631","wikidata":"https://www.wikidata.org/wiki/Q2991667","display_name":"Multilayer perceptron","level":3,"score":0.5527627468109131},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.5454407930374146},{"id":"https://openalex.org/C5465570","wikidata":"https://www.wikidata.org/wiki/Q5326898","display_name":"Early stopping","level":3,"score":0.5162215232849121},{"id":"https://openalex.org/C60908668","wikidata":"https://www.wikidata.org/wiki/Q690207","display_name":"Perceptron","level":3,"score":0.5112473964691162},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.5013296604156494},{"id":"https://openalex.org/C198082294","wikidata":"https://www.wikidata.org/wiki/Q3399648","display_name":"Position (finance)","level":2,"score":0.49374279379844666},{"id":"https://openalex.org/C58489278","wikidata":"https://www.wikidata.org/wiki/Q1172284","display_name":"Data set","level":2,"score":0.4570617079734802},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2887449264526367},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.20467033982276917},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.19873028993606567},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.17516323924064636},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.10018205642700195},{"id":"https://openalex.org/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"score":0.07760393619537354},{"id":"https://openalex.org/C191897082","wikidata":"https://www.wikidata.org/wiki/Q11467","display_name":"Metallurgy","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.0},{"id":"https://openalex.org/C94915269","wikidata":"https://www.wikidata.org/wiki/Q1834857","display_name":"Detector","level":2,"score":0.0},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/ijcnn.2012.6252478","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn.2012.6252478","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The 2012 International Joint Conference on Neural Networks (IJCNN)","raw_type":"proceedings-article"},{"id":"pmh:oai:figshare.com:article/13457258","is_oa":true,"landing_page_url":"https://figshare.com/articles/conference_contribution/A_neural_networks-based_fitting_to_high_energy_stopping_power_data_for_heavy_ions_in_solid_matter/13457258","pdf_url":null,"source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"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":"","raw_type":"Conference contribution"},{"id":"pmh:oai:zenodo.org:1273197","is_oa":true,"landing_page_url":"https://zenodo.org/record/1273197","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"public-domain","license_id":"https://openalex.org/licenses/public-domain","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/conferencePaper"}],"best_oa_location":{"id":"pmh:oai:figshare.com:article/13457258","is_oa":true,"landing_page_url":"https://figshare.com/articles/conference_contribution/A_neural_networks-based_fitting_to_high_energy_stopping_power_data_for_heavy_ions_in_solid_matter/13457258","pdf_url":null,"source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"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":"","raw_type":"Conference contribution"},"sustainable_development_goals":[{"score":0.8999999761581421,"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W1610496399","https://openalex.org/W1984577135","https://openalex.org/W2005838510","https://openalex.org/W2008069121","https://openalex.org/W2072939133","https://openalex.org/W2081373832","https://openalex.org/W2090533577","https://openalex.org/W2091279493","https://openalex.org/W2137983211","https://openalex.org/W2138160595","https://openalex.org/W2143908786","https://openalex.org/W6636177537"],"related_works":["https://openalex.org/W2555356437","https://openalex.org/W2417891382","https://openalex.org/W2076543106","https://openalex.org/W4401177694","https://openalex.org/W2523437662","https://openalex.org/W89844371","https://openalex.org/W2019891950","https://openalex.org/W2083196709","https://openalex.org/W2600618515","https://openalex.org/W4285523177"],"abstract_inverted_index":{"Neural":[0],"networks":[1],"provide":[2],"an":[3],"alternative":[4],"approach":[5],"for":[6,125],"the":[7,37,67,80,83,121,126],"solution":[8],"of":[9,51,54,58,79,115],"complex":[10],"non-linear":[11],"data":[12,47,132],"fitting":[13,92,110],"problems.":[14],"In":[15],"this":[16],"paper,":[17],"we":[18],"propose":[19],"a":[20,24,49,102],"novel":[21],"technique":[22],"using":[23],"multilayer":[25],"perceptron":[26],"neural":[27,108],"network":[28,109],"to":[29,45],"fit":[30],"high":[31],"energy":[32,122],"stopping":[33,39,116],"power":[34,40,117],"data,":[35],"where":[36,129],"unknown":[38],"functional":[41],"form":[42],"was":[43],"fitted":[44],"experimental":[46],"by":[48],"set":[50],"linear":[52],"combination":[53,128],"neurons.":[55],"The":[56],"projectiles":[57],"Li,":[59],"B,":[60],"N,":[61],"O,":[62],"Ne":[63],"and":[64,73],"P":[65],"in":[66],"solid":[68],"matters":[69],"C,":[70],"Si,":[71],"Ti":[72],"Ni":[74],"are":[75],"illustrated":[76],"as":[77],"examples":[78],"application.":[81],"Using":[82],"resilient":[84],"backpropagation":[85],"algorithm,":[86],"it":[87],"can":[88,111],"obtain":[89],"more":[90],"accurate":[91,104],"coefficients":[93],"than":[94],"conventional":[95],"iterative":[96],"methods.":[97],"Our":[98],"simulations":[99],"show":[100],"that":[101],"simple,":[103],"predictor":[105],"based":[106],"on":[107],"produce":[112],"reliable":[113],"predictions":[114],"values":[118],"either":[119],"at":[120],"position":[123],"or":[124],"projectile-target":[127],"no":[130],"measured":[131],"currently":[133],"exist.":[134]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":2}],"updated_date":"2026-08-27T14:10:00.468798","created_date":"2025-10-10T00:00:00"}