{"id":"https://openalex.org/W4415344395","doi":"https://doi.org/10.1007/s00170-025-16827-7","title":"Integrating explainable machine learning models for interpreting edm performance in inconel 718 with cryogenically treated electrodes","display_name":"Integrating explainable machine learning models for interpreting edm performance in inconel 718 with cryogenically treated electrodes","publication_year":2025,"publication_date":"2025-10-20","ids":{"openalex":"https://openalex.org/W4415344395","doi":"https://doi.org/10.1007/s00170-025-16827-7"},"language":"en","primary_location":{"id":"doi:10.1007/s00170-025-16827-7","doi":"https://doi.org/10.1007/s00170-025-16827-7","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00170-025-16827-7","pdf_url":null,"source":{"id":"https://openalex.org/S77056576","display_name":"The International Journal of Advanced Manufacturing Technology","issn_l":"0268-3768","issn":["0268-3768","1433-3015"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core","dongbi-c","jufo-1","ki-jl-1","norway-2","poland-100","russia-white-list-1","vabb-shw"],"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":"The International Journal of Advanced Manufacturing Technology","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/A5012467908","display_name":"Elumalai Boominathan","orcid":"https://orcid.org/0000-0001-8836-9731","observed_orcids":["https://orcid.org/0000-0001-8836-9731"]},"institutions":[{"id":"https://openalex.org/I4404532908","display_name":"Easwari Engineering College","ror":"https://ror.org/01aams644","country_code":"IN","type":"education","lineage":["https://openalex.org/I4404532908"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Elumalai Boominathan","raw_affiliation_strings":["Department of Mechanical Engineering, Easwari Engineering College, Chennai, Tamilnadu, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mechanical Engineering, Easwari Engineering College, Chennai, Tamilnadu, India","institution_ids":["https://openalex.org/I4404532908"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078220199","display_name":"K. Giridharan","orcid":"https://orcid.org/0000-0003-1366-1177","observed_orcids":["https://orcid.org/0000-0003-1366-1177"]},"institutions":[{"id":"https://openalex.org/I4404532908","display_name":"Easwari Engineering College","ror":"https://ror.org/01aams644","country_code":"IN","type":"education","lineage":["https://openalex.org/I4404532908"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Giridharan Krishnan","raw_affiliation_strings":["Department of Mechanical Engineering, Easwari Engineering College, Chennai, Tamilnadu, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mechanical Engineering, Easwari Engineering College, Chennai, Tamilnadu, India","institution_ids":["https://openalex.org/I4404532908"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Praveen Kumar Alagesan","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4404532908","display_name":"Easwari Engineering College","ror":"https://ror.org/01aams644","country_code":"IN","type":"education","lineage":["https://openalex.org/I4404532908"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Praveen Kumar Alagesan","raw_affiliation_strings":["Department of Mechanical Engineering, Easwari Engineering College, Chennai, Tamilnadu, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mechanical Engineering, Easwari Engineering College, Chennai, Tamilnadu, India","institution_ids":["https://openalex.org/I4404532908"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5092111514","display_name":"Balamurugan Senthamaraikannan","orcid":"https://orcid.org/0000-0002-3823-3382","observed_orcids":["https://orcid.org/0000-0002-3823-3382"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Balamurugan Senthamaraikannan","raw_affiliation_strings":["Department of Mechanical Engineering, Chennai Institute of Technology, Chennai, Tamilnadu, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mechanical Engineering, Chennai Institute of Technology, Chennai, Tamilnadu, India","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091041855","display_name":"Chakravarthi Gurijala","orcid":"https://orcid.org/0000-0001-9905-6247","observed_orcids":["https://orcid.org/0000-0001-9905-6247"]},"institutions":[{"id":"https://openalex.org/I4404532908","display_name":"Easwari Engineering College","ror":"https://ror.org/01aams644","country_code":"IN","type":"education","lineage":["https://openalex.org/I4404532908"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Chakravarthi Gurijala","raw_affiliation_strings":["Department of Mechanical Engineering, Easwari Engineering College, Chennai, Tamilnadu, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mechanical Engineering, Easwari Engineering College, Chennai, Tamilnadu, India","institution_ids":["https://openalex.org/I4404532908"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010668890","display_name":"Durairaj Manikandan","orcid":"https://orcid.org/0009-0003-6630-3338","observed_orcids":["https://orcid.org/0009-0003-6630-3338"]},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Manikandan Durairaj","raw_affiliation_strings":["Department of Mechanical Engineering, SRM TRP Engineering College, Tiruchirappalli, Tamilnadu, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mechanical Engineering, SRM TRP Engineering College, Tiruchirappalli, Tamilnadu, India","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5078962768","display_name":"Ramaswamy Krishnaraj","orcid":"https://orcid.org/0000-0003-4308-0832","observed_orcids":["https://orcid.org/0000-0003-4308-0832"]},"institutions":[{"id":"https://openalex.org/I4387154438","display_name":"Dambi Dollo University","ror":"https://ror.org/00zvn8514","country_code":"ET","type":"education","lineage":["https://openalex.org/I4387154438"]},{"id":"https://openalex.org/I85461943","display_name":"Saveetha University","ror":"https://ror.org/0034me914","country_code":"IN","type":"education","lineage":["https://openalex.org/I85461943"]}],"countries":["ET","IN"],"is_corresponding":true,"raw_author_name":"Krishnaraj Ramaswamy","raw_affiliation_strings":["Center for Global Health Research, Saveetha Institute of Medical and Technical Sciences, Saveetha University, Chennai, Tamilnadu, India","Department of Mechanical Engineering, College of Engineering and Technology, Dambi Dollo University, Dambi Dollo, Ethiopia"],"raw_orcid":"https://orcid.org/0000-0003-4308-0832","affiliations":[{"raw_affiliation_string":"Center for Global Health Research, Saveetha Institute of Medical and Technical Sciences, Saveetha University, Chennai, Tamilnadu, India","institution_ids":["https://openalex.org/I85461943"]},{"raw_affiliation_string":"Department of Mechanical Engineering, College of Engineering and Technology, Dambi Dollo University, Dambi Dollo, Ethiopia","institution_ids":["https://openalex.org/I4387154438"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5010668890","https://openalex.org/A5078962768"],"corresponding_institution_ids":["https://openalex.org/I4387154438","https://openalex.org/I85461943"],"apc_list":{"value":3990,"currency":"USD","value_usd":3990},"apc_paid":null,"fwci":2.1765,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.85836146,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":"141","issue":"3-4","first_page":"1595","last_page":"1617"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11451","display_name":"Advanced Machining and Optimization Techniques","score":1.0,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing Engineering"},"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/T11451","display_name":"Advanced Machining and Optimization Techniques","score":1.0,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing Engineering"},"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/T10188","display_name":"Advanced machining processes and optimization","score":0.0,"subfield":{"id":"https://openalex.org/subfields/2210","display_name":"Mechanical Engineering"},"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/T11948","display_name":"Machine Learning in Materials Science","score":0.0,"subfield":{"id":"https://openalex.org/subfields/2505","display_name":"Materials Chemistry"},"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/electrical-discharge-machining","display_name":"electrical discharge machining","score":0.9950000047683716},{"id":"https://openalex.org/keywords/inconel-718","display_name":"Inconel 718","score":0.9940000176429749},{"id":"https://openalex.org/keywords/material-removal-rate","display_name":"material removal rate","score":0.921999990940094},{"id":"https://openalex.org/keywords/electrode-wear-rate","display_name":"electrode wear rate","score":1.0},{"id":"https://openalex.org/keywords/overcut","display_name":"overcut","score":0.9160000085830688},{"id":"https://openalex.org/keywords/machining-parameter-prediction","display_name":"machining parameter prediction","score":0.6840000152587891},{"id":"https://openalex.org/keywords/xgboost","display_name":"XGBoost","score":0.800000011920929},{"id":"https://openalex.org/keywords/adaboost","display_name":"AdaBoost","score":0.9909999966621399},{"id":"https://openalex.org/keywords/ensemble-learning","display_name":"ensemble learning","score":0.7820000052452087},{"id":"https://openalex.org/keywords/explainable-ai","display_name":"explainable AI","score":0.8379999995231628},{"id":"https://openalex.org/keywords/shap","display_name":"SHAP","score":0.9990000128746033},{"id":"https://openalex.org/keywords/lime","display_name":"lime","score":0.9940000176429749}],"concepts":[{"id":"https://openalex.org/C140075996","wikidata":"https://www.wikidata.org/wiki/Q577484","display_name":"Electrical discharge machining","level":3,"score":0.7247999906539917},{"id":"https://openalex.org/C2778703219","wikidata":"https://www.wikidata.org/wiki/Q898562","display_name":"Inconel","level":3,"score":0.6647999882698059},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.6316999793052673},{"id":"https://openalex.org/C523214423","wikidata":"https://www.wikidata.org/wiki/Q192047","display_name":"Machining","level":2,"score":0.6248999834060669},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5914999842643738},{"id":"https://openalex.org/C139945424","wikidata":"https://www.wikidata.org/wiki/Q1940696","display_name":"Mean squared error","level":2,"score":0.5612000226974487},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.5482000112533569},{"id":"https://openalex.org/C155512373","wikidata":"https://www.wikidata.org/wiki/Q287450","display_name":"Residual","level":2,"score":0.5108000040054321},{"id":"https://openalex.org/C141404830","wikidata":"https://www.wikidata.org/wiki/Q2823869","display_name":"AdaBoost","level":3,"score":0.49380001425743103},{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.4805999994277954},{"id":"https://openalex.org/C70153297","wikidata":"https://www.wikidata.org/wiki/Q5591907","display_name":"Gradient boosting","level":3,"score":0.4650999903678894},{"id":"https://openalex.org/C45942800","wikidata":"https://www.wikidata.org/wiki/Q245652","display_name":"Ensemble learning","level":2,"score":0.4595000147819519},{"id":"https://openalex.org/C2781067378","wikidata":"https://www.wikidata.org/wiki/Q17027399","display_name":"Interpretability","level":2,"score":0.4417000114917755},{"id":"https://openalex.org/C46686674","wikidata":"https://www.wikidata.org/wiki/Q466303","display_name":"Boosting (machine learning)","level":2,"score":0.43459999561309814},{"id":"https://openalex.org/C169903167","wikidata":"https://www.wikidata.org/wiki/Q3985153","display_name":"Test set","level":2,"score":0.4228000044822693},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4106000065803528},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.33889999985694885},{"id":"https://openalex.org/C2780092901","wikidata":"https://www.wikidata.org/wiki/Q3433612","display_name":"Correlation coefficient","level":2,"score":0.33329999446868896},{"id":"https://openalex.org/C45804977","wikidata":"https://www.wikidata.org/wiki/Q7239673","display_name":"Predictive modelling","level":2,"score":0.32339999079704285},{"id":"https://openalex.org/C48921125","wikidata":"https://www.wikidata.org/wiki/Q10861030","display_name":"Linear regression","level":2,"score":0.3222000002861023},{"id":"https://openalex.org/C83546350","wikidata":"https://www.wikidata.org/wiki/Q1139051","display_name":"Regression","level":2,"score":0.30630001425743103},{"id":"https://openalex.org/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","level":2,"score":0.2935999929904938},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2890999913215637},{"id":"https://openalex.org/C149810388","wikidata":"https://www.wikidata.org/wiki/Q5374873","display_name":"Emulation","level":2,"score":0.28529998660087585},{"id":"https://openalex.org/C22354355","wikidata":"https://www.wikidata.org/wiki/Q422009","display_name":"Partial least squares regression","level":2,"score":0.2761000096797943},{"id":"https://openalex.org/C81692654","wikidata":"https://www.wikidata.org/wiki/Q225926","display_name":"Kriging","level":2,"score":0.275299996137619},{"id":"https://openalex.org/C5941749","wikidata":"https://www.wikidata.org/wiki/Q19768","display_name":"Machine tool","level":2,"score":0.26420000195503235},{"id":"https://openalex.org/C58471807","wikidata":"https://www.wikidata.org/wiki/Q327120","display_name":"Receiver operating characteristic","level":2,"score":0.26100000739097595},{"id":"https://openalex.org/C177148314","wikidata":"https://www.wikidata.org/wiki/Q170084","display_name":"Generalization","level":2,"score":0.2578999996185303},{"id":"https://openalex.org/C2777115002","wikidata":"https://www.wikidata.org/wiki/Q7168246","display_name":"Performance prediction","level":2,"score":0.25189998745918274},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.25}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s00170-025-16827-7","doi":"https://doi.org/10.1007/s00170-025-16827-7","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00170-025-16827-7","pdf_url":null,"source":{"id":"https://openalex.org/S77056576","display_name":"The International Journal of Advanced Manufacturing Technology","issn_l":"0268-3768","issn":["0268-3768","1433-3015"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core","dongbi-c","jufo-1","ki-jl-1","norway-2","poland-100","russia-white-list-1","vabb-shw"],"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":"The International Journal of Advanced Manufacturing Technology","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":40,"referenced_works":["https://openalex.org/W2899819890","https://openalex.org/W2950384237","https://openalex.org/W2966321245","https://openalex.org/W3016364346","https://openalex.org/W3028710799","https://openalex.org/W3092694693","https://openalex.org/W3118655370","https://openalex.org/W3197530854","https://openalex.org/W4223987316","https://openalex.org/W4280493725","https://openalex.org/W4283077289","https://openalex.org/W4288941183","https://openalex.org/W4294559022","https://openalex.org/W4313549372","https://openalex.org/W4377137197","https://openalex.org/W4377223568","https://openalex.org/W4379197104","https://openalex.org/W4385202452","https://openalex.org/W4385350959","https://openalex.org/W4386584252","https://openalex.org/W4389124364","https://openalex.org/W4391174116","https://openalex.org/W4391226403","https://openalex.org/W4394576096","https://openalex.org/W4394684427","https://openalex.org/W4399031035","https://openalex.org/W4399361404","https://openalex.org/W4400135851","https://openalex.org/W4402938779","https://openalex.org/W4403136564","https://openalex.org/W4403489974","https://openalex.org/W4403607573","https://openalex.org/W4404621579","https://openalex.org/W4405184385","https://openalex.org/W4408014214","https://openalex.org/W4409718575","https://openalex.org/W4411880951","https://openalex.org/W4412011347","https://openalex.org/W4412795197","https://openalex.org/W4414862475"],"related_works":["https://openalex.org/W7204640657","https://openalex.org/W4307556107","https://openalex.org/W7125558433","https://openalex.org/W2789457587","https://openalex.org/W4416230818","https://openalex.org/W4290674400","https://openalex.org/W4390903623","https://openalex.org/W4401983004","https://openalex.org/W2614536139","https://openalex.org/W2800968452"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":7}],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2025-10-21T00:00:00"}