Results obtained from the supervised machine learning regression-based algorithms in the present work.
<p>Results obtained from the supervised machine learning regression-based algorithms in the present work.</p>
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2025
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| _version_ | 1852021532498329600 |
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| author | Akshansh Mishra (21001499) |
| author2 | Vijaykumar Jatt (21001502) Eyob Messele Sefene (21001505) Sachin Salunkhe (18385161) Robert Cep (18385164) Emad Abouel Nasr (8960795) |
| author2_role | author author author author author |
| author_facet | Akshansh Mishra (21001499) Vijaykumar Jatt (21001502) Eyob Messele Sefene (21001505) Sachin Salunkhe (18385161) Robert Cep (18385164) Emad Abouel Nasr (8960795) |
| author_role | author |
| dc.creator.none.fl_str_mv | Akshansh Mishra (21001499) Vijaykumar Jatt (21001502) Eyob Messele Sefene (21001505) Sachin Salunkhe (18385161) Robert Cep (18385164) Emad Abouel Nasr (8960795) |
| dc.date.none.fl_str_mv | 2025-04-04T18:09:56Z |
| dc.identifier.none.fl_str_mv | 10.1371/journal.pone.0309751.t001 |
| dc.relation.none.fl_str_mv | https://figshare.com/articles/dataset/Results_obtained_from_the_supervised_machine_learning_regression-based_algorithms_in_the_present_work_/28733822 |
| dc.rights.none.fl_str_mv | CC BY 4.0 info:eu-repo/semantics/openAccess |
| dc.subject.none.fl_str_mv | Biophysics Medicine Genetics Space Science Biological Sciences not elsewhere classified Mathematical Sciences not elsewhere classified Information Systems not elsewhere classified peak temperature distribution integrated ml approach informed neural networks eight regression algorithms classify deposition quality supervised machine learning hinders process optimization afsd still need driven learning work employs work demonstrates wave propagation thermal profiles thermal management tailoring microstructure resulting microstructure quantum mechanics process parameters process factors novel solid lowest mse heat transfer fusing data circumvents issues bridging statistical better understood based modeling also applied |
| dc.title.none.fl_str_mv | Results obtained from the supervised machine learning regression-based algorithms in the present work. |
| dc.type.none.fl_str_mv | Dataset info:eu-repo/semantics/publishedVersion dataset |
| description | <p>Results obtained from the supervised machine learning regression-based algorithms in the present work.</p> |
| eu_rights_str_mv | openAccess |
| id | Manara_d0d64bfddf4e427a028cc6d1d67c725a |
| identifier_str_mv | 10.1371/journal.pone.0309751.t001 |
| network_acronym_str | Manara |
| network_name_str | ManaraRepo |
| oai_identifier_str | oai:figshare.com:article/28733822 |
| publishDate | 2025 |
| repository.mail.fl_str_mv | |
| repository.name.fl_str_mv | |
| repository_id_str | |
| rights_invalid_str_mv | CC BY 4.0 |
| spelling | Results obtained from the supervised machine learning regression-based algorithms in the present work.Akshansh Mishra (21001499)Vijaykumar Jatt (21001502)Eyob Messele Sefene (21001505)Sachin Salunkhe (18385161)Robert Cep (18385164)Emad Abouel Nasr (8960795)BiophysicsMedicineGeneticsSpace ScienceBiological Sciences not elsewhere classifiedMathematical Sciences not elsewhere classifiedInformation Systems not elsewhere classifiedpeak temperature distributionintegrated ml approachinformed neural networkseight regression algorithmsclassify deposition qualitysupervised machine learninghinders process optimizationafsd still needdriven learningwork employswork demonstrateswave propagationthermal profilesthermal managementtailoring microstructureresulting microstructurequantum mechanicsprocess parametersprocess factorsnovel solidlowest mseheat transferfusing datacircumvents issuesbridging statisticalbetter understoodbased modelingalso applied<p>Results obtained from the supervised machine learning regression-based algorithms in the present work.</p>2025-04-04T18:09:56ZDatasetinfo:eu-repo/semantics/publishedVersiondataset10.1371/journal.pone.0309751.t001https://figshare.com/articles/dataset/Results_obtained_from_the_supervised_machine_learning_regression-based_algorithms_in_the_present_work_/28733822CC BY 4.0info:eu-repo/semantics/openAccessoai:figshare.com:article/287338222025-04-04T18:09:56Z |
| spellingShingle | Results obtained from the supervised machine learning regression-based algorithms in the present work. Akshansh Mishra (21001499) Biophysics Medicine Genetics Space Science Biological Sciences not elsewhere classified Mathematical Sciences not elsewhere classified Information Systems not elsewhere classified peak temperature distribution integrated ml approach informed neural networks eight regression algorithms classify deposition quality supervised machine learning hinders process optimization afsd still need driven learning work employs work demonstrates wave propagation thermal profiles thermal management tailoring microstructure resulting microstructure quantum mechanics process parameters process factors novel solid lowest mse heat transfer fusing data circumvents issues bridging statistical better understood based modeling also applied |
| status_str | publishedVersion |
| title | Results obtained from the supervised machine learning regression-based algorithms in the present work. |
| title_full | Results obtained from the supervised machine learning regression-based algorithms in the present work. |
| title_fullStr | Results obtained from the supervised machine learning regression-based algorithms in the present work. |
| title_full_unstemmed | Results obtained from the supervised machine learning regression-based algorithms in the present work. |
| title_short | Results obtained from the supervised machine learning regression-based algorithms in the present work. |
| title_sort | Results obtained from the supervised machine learning regression-based algorithms in the present work. |
| topic | Biophysics Medicine Genetics Space Science Biological Sciences not elsewhere classified Mathematical Sciences not elsewhere classified Information Systems not elsewhere classified peak temperature distribution integrated ml approach informed neural networks eight regression algorithms classify deposition quality supervised machine learning hinders process optimization afsd still need driven learning work employs work demonstrates wave propagation thermal profiles thermal management tailoring microstructure resulting microstructure quantum mechanics process parameters process factors novel solid lowest mse heat transfer fusing data circumvents issues bridging statistical better understood based modeling also applied |