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Open Access
Peer-reviewed
Research Article
Predicting the tensile properties of heat treated and non-heat treated LPBFed AlSi10Mg alloy using machine learning regression algorithms
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Vijaykumar S. Jatti ,
Roles Investigation, Methodology, Supervision, Writing – original draft
* E-mail: vijaykjatti@gmail.com (VSJ); drabhinav@ieee.org (AK), ebbonya@gmail.com (EB)
Affiliation Department of Mechanical Engineering, School of Engineering and Applied Sciences, Bennett University, India
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A. Saiyathibrahim,
Roles Conceptualization, Methodology, Writing – original draft
Affiliation University Centre for Research and Development, Chandigarh University, Mohali, Punjab, India
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Arvind Yadav,
Roles Funding acquisition, Resources, Software
Affiliation Department of Electrical Engineering, GLA University Mathura, India
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Murali Krishnan R.,
Roles Data curation, Investigation
Affiliation Department of Mechanical Engineering, Karpagam Institute of Technology, Coimbatore, Tamil Nadu, India
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B. Jayaprakash,
Roles Resources, Software
Affiliation Department of Computer Science & IT, School of Sciences, JAIN (Deemed to be University), Bangalore, Karnataka, India
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Sumit Kaushal,
Roles Investigation, Writing – original draft
Affiliation Centre for Research Impact & Outcome, Chitkara University Institute of Engineering and Technology, Chitkara University, Rajpura, Punjab, India
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Vinaykumar S. Jatti,
Roles Investigation, Writing – original draft
Affiliation Department of Civil Engineering, Symbiosis Institute of Technology, Symbiosis International (Deemed University), Pune, India
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Ashwini V. Jatti,
Roles Formal analysis, Investigation
Affiliation Department of Instrumentation Engineering, D Y Patil Institute of Technology, Savitribai Phule Pune University, Pune, India
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Savita V. Jatti,
Roles Formal analysis, Writing – original draft
Affiliation Department of Civil Engineering, D Y Patil College of Engineering, Savitribai Phule Pune University, Pune, India
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Abhinav Kumar ,
Roles Conceptualization, Methodology, Supervision, Writing – review & editing
* E-mail: vijaykjatti@gmail.com (VSJ); drabhinav@ieee.org (AK), ebbonya@gmail.com (EB)
Affiliations Department of Nuclear and Renewable Energy, Ural Federal University Named after the First President of Russia Boris Yeltsin, Ekaterinburg, Russia, Department of Mechanical Engineering and Renewable Energy, Technical Engineering College, The Islamic University, Najaf, Iraq, Department of Mechanical Engineering, Karpagam Academy of Higher Education, Coimbatore, India
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Soumaya Gouadria,
Roles Funding acquisition, Software, Writing – review & editing
Affiliation Department of Physics, College of Science, Princess Nourah bint Abdulrahman University,, Riyadh, Saudi Arabia
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Ebenezer Bonyah
Roles Formal analysis, Software, Writing – review & editing
* E-mail: vijaykjatti@gmail.com (VSJ); drabhinav@ieee.org (AK), ebbonya@gmail.com (EB)
Affiliation Department of Mathematics Education, Akenten Appiah Menka University of Skills Training and Entrepreneurial Development, Kumasi, Ghana
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Predicting the tensile properties of heat treated and non-heat treated LPBFed AlSi10Mg alloy using machine learning regression algorithms
- Vijaykumar S. Jatti,
- A. Saiyathibrahim,
- Arvind Yadav,
- Murali Krishnan R.,
- B. Jayaprakash,
- Sumit Kaushal,
- Vinaykumar S. Jatti,
- Ashwini V. Jatti,
- Savita V. Jatti,
- Abhinav Kumar
- Published: June 2, 2025
- https://doi.org/10.1371/journal.pone.0324049