Predictive Modeling of Yield Sooting Index Using Machine Learning with Uncertainty Estimation
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| Main Authors: | , , , |
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| Format: | Article |
| Language: | English |
| Published: |
American Chemical Society
2025-06-01
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| Series: | ACS Omega |
| Online Access: | https://doi.org/10.1021/acsomega.5c00042 |
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| _version_ | 1849426386559696896 |
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| author | Zied Hosni Xike Chen Sofiene Achour Fatma Saadi |
| author_facet | Zied Hosni Xike Chen Sofiene Achour Fatma Saadi |
| author_sort | Zied Hosni |
| collection | DOAJ |
| format | Article |
| id | doaj-art-e19ee65e97cc4e9d8412b872253a9fad |
| institution | Kabale University |
| issn | 2470-1343 |
| language | English |
| publishDate | 2025-06-01 |
| publisher | American Chemical Society |
| record_format | Article |
| series | ACS Omega |
| spelling | doaj-art-e19ee65e97cc4e9d8412b872253a9fad2025-08-20T03:29:26ZengAmerican Chemical SocietyACS Omega2470-13432025-06-011024253362534910.1021/acsomega.5c00042Predictive Modeling of Yield Sooting Index Using Machine Learning with Uncertainty EstimationZied Hosni0Xike Chen1Sofiene Achour2Fatma Saadi3University College London, London, United KingdomUniversity College London, London, United KingdomResearch Unit of Modeling in Fundamental Sciences and Didactics, IPEIEM, University of Tunis El Manar, Tunis, TunisiaDepartment of Chemistry, College of Science, Northern Border University, Arar, Saudi Arabiahttps://doi.org/10.1021/acsomega.5c00042 |
| spellingShingle | Zied Hosni Xike Chen Sofiene Achour Fatma Saadi Predictive Modeling of Yield Sooting Index Using Machine Learning with Uncertainty Estimation ACS Omega |
| title | Predictive Modeling of Yield Sooting Index Using Machine Learning with Uncertainty Estimation |
| title_full | Predictive Modeling of Yield Sooting Index Using Machine Learning with Uncertainty Estimation |
| title_fullStr | Predictive Modeling of Yield Sooting Index Using Machine Learning with Uncertainty Estimation |
| title_full_unstemmed | Predictive Modeling of Yield Sooting Index Using Machine Learning with Uncertainty Estimation |
| title_short | Predictive Modeling of Yield Sooting Index Using Machine Learning with Uncertainty Estimation |
| title_sort | predictive modeling of yield sooting index using machine learning with uncertainty estimation |
| url | https://doi.org/10.1021/acsomega.5c00042 |
| work_keys_str_mv | AT ziedhosni predictivemodelingofyieldsootingindexusingmachinelearningwithuncertaintyestimation AT xikechen predictivemodelingofyieldsootingindexusingmachinelearningwithuncertaintyestimation AT sofieneachour predictivemodelingofyieldsootingindexusingmachinelearningwithuncertaintyestimation AT fatmasaadi predictivemodelingofyieldsootingindexusingmachinelearningwithuncertaintyestimation |