{"id":"https://openalex.org/W4386474976","doi":"https://doi.org/10.1109/iccsce58721.2023.10237166","title":"Explosive Blast Prediction using MLP Network based Training Algorithm","display_name":"Explosive Blast Prediction using MLP Network based Training Algorithm","publication_year":2023,"publication_date":"2023-08-25","ids":{"openalex":"https://openalex.org/W4386474976","doi":"https://doi.org/10.1109/iccsce58721.2023.10237166"},"language":"en","primary_location":{"id":"doi:10.1109/iccsce58721.2023.10237166","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iccsce58721.2023.10237166","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE 13th International Conference on Control System, Computing and Engineering (ICCSCE)","raw_type":"proceedings-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/A5108861795","display_name":"Muhamad Hadzren Mat","orcid":null},"institutions":[{"id":"https://openalex.org/I4210161130","display_name":"KPJ Ampang Puteri Specialist Hospital","ror":"https://ror.org/056serj42","country_code":"MY","type":"healthcare","lineage":["https://openalex.org/I4210161130"]}],"countries":["MY"],"is_corresponding":true,"raw_author_name":"Muhamad Hadzren Mat","raw_affiliation_strings":["WBE Technologies Sdn. Bhd. 218 Jalan Ampang,Kuala Lumpur,Malaysia","WBE Technologies Sdn. Bhd. 218 Jalan Ampang, Kuala Lumpur, Malaysia"],"affiliations":[{"raw_affiliation_string":"WBE Technologies Sdn. Bhd. 218 Jalan Ampang,Kuala Lumpur,Malaysia","institution_ids":["https://openalex.org/I4210161130"]},{"raw_affiliation_string":"WBE Technologies Sdn. Bhd. 218 Jalan Ampang, Kuala Lumpur, Malaysia","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052740951","display_name":"Prakash Nagappan","orcid":"https://orcid.org/0000-0002-3970-6890"},"institutions":[{"id":"https://openalex.org/I1306956679","display_name":"Ministry of Defence","ror":"https://ror.org/01bvxzn29","country_code":"GB","type":"government","lineage":["https://openalex.org/I1306956679","https://openalex.org/I2802373619"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Prakash Nagappan","raw_affiliation_strings":["Army Head Quarters, Ministry of Defense,Royal Service Corp Directorates,Kuala Lumpur,Malaysia","Royal Service Corp Directorates, Army Head Quarters, Ministry of Defense, Kuala Lumpur, Malaysia"],"affiliations":[{"raw_affiliation_string":"Army Head Quarters, Ministry of Defense,Royal Service Corp Directorates,Kuala Lumpur,Malaysia","institution_ids":["https://openalex.org/I1306956679"]},{"raw_affiliation_string":"Royal Service Corp Directorates, Army Head Quarters, Ministry of Defense, Kuala Lumpur, Malaysia","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058846583","display_name":"Syahrull Hi-Fi Syam Ahmad Jamil","orcid":null},"institutions":[{"id":"https://openalex.org/I4210130047","display_name":"Politeknik Tuanku Syed Sirajuddin","ror":"https://ror.org/03rj87919","country_code":"MY","type":"education","lineage":["https://openalex.org/I4210130047"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Syahrull Hi-Fi Syam Ahmad Jamil","raw_affiliation_strings":["Polytechnic of Tuanku Syed Sirajuddin,Department of Mathematics, Science & Computer,Perlis,Malaysia"],"affiliations":[{"raw_affiliation_string":"Polytechnic of Tuanku Syed Sirajuddin,Department of Mathematics, Science & Computer,Perlis,Malaysia","institution_ids":["https://openalex.org/I4210130047"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028180225","display_name":"Fakroul Ridzuan Hashim","orcid":"https://orcid.org/0000-0002-7784-2746"},"institutions":[{"id":"https://openalex.org/I55141112","display_name":"National Defence University of Malaysia","ror":"https://ror.org/00t53pv34","country_code":"MY","type":"education","lineage":["https://openalex.org/I55141112"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Fakroul Ridzuan Hashim","raw_affiliation_strings":["National Defence University of Malaysia,Faculty of Engineering,Kuala Lumpur,Malaysia","Faculty of Engineering, National Defence University of Malaysia, Kuala Lumpur, Malaysia"],"affiliations":[{"raw_affiliation_string":"National Defence University of Malaysia,Faculty of Engineering,Kuala Lumpur,Malaysia","institution_ids":["https://openalex.org/I55141112"]},{"raw_affiliation_string":"Faculty of Engineering, National Defence University of Malaysia, Kuala Lumpur, Malaysia","institution_ids":["https://openalex.org/I55141112"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063135872","display_name":"Khairol Amali Bin Ahmad","orcid":"https://orcid.org/0000-0003-0220-7825"},"institutions":[{"id":"https://openalex.org/I55141112","display_name":"National Defence University of Malaysia","ror":"https://ror.org/00t53pv34","country_code":"MY","type":"education","lineage":["https://openalex.org/I55141112"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Khairol Amali Ahmad","raw_affiliation_strings":["National Defence University of Malaysia,Faculty of Engineering,Kuala Lumpur,Malaysia","Faculty of Engineering, National Defence University of Malaysia, Kuala Lumpur, Malaysia"],"affiliations":[{"raw_affiliation_string":"National Defence University of Malaysia,Faculty of Engineering,Kuala Lumpur,Malaysia","institution_ids":["https://openalex.org/I55141112"]},{"raw_affiliation_string":"Faculty of Engineering, National Defence University of Malaysia, Kuala Lumpur, Malaysia","institution_ids":["https://openalex.org/I55141112"]}]},{"author_position":"last","author":{"id":null,"display_name":"Kamsani Kamal","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Kamsani Kamal","raw_affiliation_strings":["Science & Technology Research Institute for Defence (STRIDE), Ministry of Defence,Weapons Technology Division,Malaysia"],"affiliations":[{"raw_affiliation_string":"Science & Technology Research Institute for Defence (STRIDE), Ministry of Defence,Weapons Technology Division,Malaysia","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5108861795"],"corresponding_institution_ids":["https://openalex.org/I4210161130"],"apc_list":null,"apc_paid":null,"fwci":0.5838,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.609912,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"12","last_page":"16"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10640","display_name":"Spectroscopy and Chemometric Analyses","score":0.9726999998092651,"subfield":{"id":"https://openalex.org/subfields/1602","display_name":"Analytical Chemistry"},"field":{"id":"https://openalex.org/fields/16","display_name":"Chemistry"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10640","display_name":"Spectroscopy and Chemometric Analyses","score":0.9726999998092651,"subfield":{"id":"https://openalex.org/subfields/1602","display_name":"Analytical Chemistry"},"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/T11324","display_name":"Spectroscopy Techniques in Biomedical and Chemical Research","score":0.9718999862670898,"subfield":{"id":"https://openalex.org/subfields/1304","display_name":"Biophysics"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10232","display_name":"Optical Network Technologies","score":0.90420001745224,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/explosive-material","display_name":"Explosive material","score":0.8861136436462402},{"id":"https://openalex.org/keywords/backpropagation","display_name":"Backpropagation","score":0.8142504692077637},{"id":"https://openalex.org/keywords/detonation","display_name":"Detonation","score":0.69288170337677},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5969821214675903},{"id":"https://openalex.org/keywords/overpressure","display_name":"Overpressure","score":0.5664605498313904},{"id":"https://openalex.org/keywords/training","display_name":"Training (meteorology)","score":0.5471127033233643},{"id":"https://openalex.org/keywords/multilayer-perceptron","display_name":"Multilayer perceptron","score":0.5465138554573059},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5383769869804382},{"id":"https://openalex.org/keywords/blast-wave","display_name":"Blast wave","score":0.41773533821105957},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4123438894748688},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.37068867683410645},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3683564364910126},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.36496564745903015},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3355005383491516},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.20684930682182312},{"id":"https://openalex.org/keywords/shock-wave","display_name":"Shock wave","score":0.18650665879249573},{"id":"https://openalex.org/keywords/aerospace-engineering","display_name":"Aerospace engineering","score":0.0806017518043518}],"concepts":[{"id":"https://openalex.org/C154238967","wikidata":"https://www.wikidata.org/wiki/Q12870","display_name":"Explosive material","level":2,"score":0.8861136436462402},{"id":"https://openalex.org/C155032097","wikidata":"https://www.wikidata.org/wiki/Q798503","display_name":"Backpropagation","level":3,"score":0.8142504692077637},{"id":"https://openalex.org/C203397868","wikidata":"https://www.wikidata.org/wiki/Q786054","display_name":"Detonation","level":3,"score":0.69288170337677},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5969821214675903},{"id":"https://openalex.org/C29452850","wikidata":"https://www.wikidata.org/wiki/Q3823104","display_name":"Overpressure","level":2,"score":0.5664605498313904},{"id":"https://openalex.org/C2777211547","wikidata":"https://www.wikidata.org/wiki/Q17141490","display_name":"Training (meteorology)","level":2,"score":0.5471127033233643},{"id":"https://openalex.org/C179717631","wikidata":"https://www.wikidata.org/wiki/Q2991667","display_name":"Multilayer perceptron","level":3,"score":0.5465138554573059},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5383769869804382},{"id":"https://openalex.org/C203224028","wikidata":"https://www.wikidata.org/wiki/Q1201510","display_name":"Blast wave","level":3,"score":0.41773533821105957},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4123438894748688},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.37068867683410645},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3683564364910126},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.36496564745903015},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3355005383491516},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.20684930682182312},{"id":"https://openalex.org/C70477161","wikidata":"https://www.wikidata.org/wiki/Q190688","display_name":"Shock wave","level":2,"score":0.18650665879249573},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.0806017518043518},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"score":0.0},{"id":"https://openalex.org/C178790620","wikidata":"https://www.wikidata.org/wiki/Q11351","display_name":"Organic chemistry","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/iccsce58721.2023.10237166","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iccsce58721.2023.10237166","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE 13th International Conference on Control System, Computing and Engineering (ICCSCE)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320327555","display_name":"National Defence University of Malaysia","ror":"https://ror.org/00t53pv34"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":25,"referenced_works":["https://openalex.org/W97070575","https://openalex.org/W283868796","https://openalex.org/W2051886171","https://openalex.org/W2325384767","https://openalex.org/W2476917595","https://openalex.org/W2785734060","https://openalex.org/W2797436526","https://openalex.org/W2891247082","https://openalex.org/W2894451240","https://openalex.org/W2899868876","https://openalex.org/W2899973977","https://openalex.org/W2913628654","https://openalex.org/W2945736637","https://openalex.org/W2964480609","https://openalex.org/W3017270973","https://openalex.org/W3046143619","https://openalex.org/W3088257707","https://openalex.org/W3130356386","https://openalex.org/W4225472720","https://openalex.org/W4230452299","https://openalex.org/W4308407624","https://openalex.org/W4308407629","https://openalex.org/W6610230081","https://openalex.org/W6754290361","https://openalex.org/W6846308910"],"related_works":["https://openalex.org/W1982409683","https://openalex.org/W2537358997","https://openalex.org/W2366334544","https://openalex.org/W2887940403","https://openalex.org/W2502218232","https://openalex.org/W1972919434","https://openalex.org/W2389191760","https://openalex.org/W1604931927","https://openalex.org/W1994307880","https://openalex.org/W2392994566"],"abstract_inverted_index":{"The":[0,14,65,122],"blast":[1,18,50],"wave":[2],"profile":[3,16],"produced":[4],"by":[5],"detonations":[6],"has":[7,32],"long":[8],"been":[9],"the":[10,36,47,56,62,103,133,138],"subject":[11],"of":[12,17,38,49,61,82,105,127],"research.":[13],"propagation":[15],"waves":[19],"can":[20],"be":[21],"predicted":[22],"given":[23],"certain":[24],"parameters":[25],"after":[26],"significant":[27],"experimentation.":[28],"However,":[29],"prior":[30],"research":[31],"mostly":[33],"concentrated":[34],"on":[35],"center":[37],"initiation":[39],"for":[40],"spherical":[41],"explosive":[42,63,106],"forms.":[43],"This":[44],"study":[45],"compares":[46],"accuracy":[48],"peak":[51],"overpressure":[52],"predictions":[53],"according":[54],"to":[55,95,98],"kind,":[57],"shape,":[58],"and":[59,78,87,110,124,129],"location":[60],"detonation.":[64],"experiment":[66],"required":[67],"creating":[68],"a":[69,73],"prediction":[70,104],"model":[71],"using":[72,108,132],"Multilayer":[74],"Perceptron":[75],"(MLP)":[76],"network":[77],"detonating":[79],"500":[80],"grammes":[81],"Plastic":[83],"Explosive":[84],"4":[85],"(PE-4)":[86],"Emulex":[88],"at":[89],"various":[90],"ranges":[91],"(from":[92],"0.5":[93],"m":[94],"4.0":[96],"m)":[97],"do":[99],"this.":[100],"When":[101],"modelling":[102],"blasts":[107],"Tansig":[109],"Logsig":[111],"training":[112,117,135],"algorithms,":[113],"Lavenberg":[114],"Marquardt":[115],"(LM)":[116],"method":[118],"outperforms":[119],"Backpropagation":[120],"(BP).":[121],"MSE":[123],"regression":[125],"scores":[126],"1.1348":[128],"0.9512,":[130],"respectively,":[131],"LM":[134],"algorithm":[136],"show":[137],"best":[139],"performance.":[140]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":2}],"updated_date":"2026-04-17T18:11:37.981687","created_date":"2025-10-10T00:00:00"}