Publications

Peer Reviewed International Journals

1. Sandeep Jain, Ayan Bhowmik, Nokeun Park, Pradyumn Kumar Arya, Ankur Srivastava, "Prediction and Experimental Validation the Effect of the Nb and Ta on Mechanical Behavior of High Entropy Alloys with Reduction in Experimental Dependency using Machine Learning" Scientific Reports, 2026, 10.1038/s41598-026-45211-y 

2.  Sandeep Jain, Sheetal Kumar Dewangan, Reliance Jain, Vinod Kumar, Sumanta Samal, Nokeun Park, Byungmin Ahn, "Integrating machine learning and metallurgical processing for the design of eutectic high entropy alloys with optimized nano-mechanical performance" International Journal of Minerals, Metallurgy and Materials, 2026, https://dx.doi.org/10.1007/s12613-025-3325-1

3. Reliance Jain*, Sandeep Jain*, Sheetal Kumar Dewangan, M.R. Rahul, Sumanta Samal, Gyosik Youn, Yongho Jeon, Krishanu Biswas, Gandham Phanikumar, Byungmin Ahn, " Towards intelligent processing: Machine learning-based prediction of flow curves and hot workability maps for Ti71Fe25.15Sn3.85 alloy" Journal of Material Research and Technology, 39, 2025,PP 8665-8673, https://doi.org/10.1016/j.jmrt.2025.11.174  (*Equal Authorship)

4. Mahesh Patel, Sandeep Jain, Bhavesh Chaudhary, Sudhir Behra, Ramamoorthy Velayutham, Jayaprakash Murugesan, “Hybrid Manufacturing of Aluminum Metal Matrix Composites: Enhancing Properties through Stir Casting and Friction Stir Metal Deposition” Journal of Materials Engineering and Performance, 2025, https://doi.org/10.1007/s11665-025-12377-x 

5. Sandeep Jain, Reliance Jain, Nishant Vibhav Saxena, Sohail Bux, Rahul Singh Mourya, Jongwon Lee, Heeju Han, Ayan Bhowmik, Nokeun Park, "Predicting the magnetic behaviour of CoFeNi high entropy alloys: Reducing experimental dependency through machine learning approaches" Materials Letters, 402, 2025, https://doi.org/10.1016/j.matlet.2025.139263 

6. Reliance Jain*, Sandeep Jain*, Sheetal Kumar Dewangan, Sumanta Samal, Hansung Lee, Eunhyo Song, Younggeon Lee, Byungmin Ahn, "Prediction of alloying element effects on the mechanical behavior of high-pressure die-cast Mg-based alloys" Journal of Magnesium and Alloys, 13 (8), 2025,Pages 3819-3828   (*Equal Authorship) https://doi.org/10.1016/j.jma.2025.06.023 

7. Sandeep Jain, Naresh Kumar Wagri, Manoj Arya, Ayan Bhowmik, Nokeun Park, "Predicting the magnetic behaviour of homogenized CoCrFeNiAlx high entropy alloys at different aluminium content and temperatures: Reducing experimental dependency through machine learning approaches, Materials Chemistry and Physics, 2025, 346, 131386, https://doi.org/10.1016/j.matchemphys.2025.131386

8. Reliance Jain, Baidehish Sahoo, Sandeep Jain, Man Mohan, Manoj Choudhary, Hansung Lee, Sheetal Kumar Dewangan, Sumanta Samal, Byungmin Ahn, Yongho Jeon, "Functionally Graded Metallic Materials Via Additive Manufacturing: Research Progress on Processing, Challenges, and Applications, International Journal of Precision Engineering and Manufacturing- Green Technology, 13 , 2025, https://doi.org/10.1007/s40684-025-00766-5

9. Reliance Jain, Sheetal Kumar Dewangan, Sandeep Jain, Man Mohan, Manoj Choudhari, Hansung Lee, Byungmin Ahn, Yongho Jeon, "Additive Manufacturing of Eutectic High-Entropy Alloys: A Comprehensive Review of Processing, Properties, and Machine Learning Approach" International Journal of Precision Engineering and Manufacturing , 26, 2025, https://doi.org/10.1007/s12541-025-01295-6 

10. Reliance Jain*, Sandeep Jain*, Sheetal Kumar Dewangan, M.R. Rahul, Sumanta Samal, Eunhyo Song, Younggeon Lee, Yongho Jeon, Krishanu Biswas, Gandham Phanikumar, Byungmin Ahn,  "Machine-learning-driven prediction of flow curves and development of processing maps for hot deformed Ni-Cu-Co-Ti-Ta alloy" Journal of Material Research and Technology, 2025, 36, pp7447-7456, https://doi.org/10.1016/j.jmrt.2025.04.328  (*Equal Authorship)

11. Sandeep Jain, Naresh Kumar Wagri, Ayan Bhowmik, Nokeun Park, "Machine Learning Approaches for Predicting Mechanical Performance and Reducing Experimentation in Refractory High-Entropy Alloys" Advanced Engineering Materials, 27 (12), 2025, 2403052, https://doi.org/10.1002/adem.202403052 

12. Sandeep Jain, Reliance Jain, Vinod Kumar, Sumanta Samal, Jaichan Lee, "Design strategies and mechanical behaviour of high-strength eutectic high-entropy alloys: A comprehensive review" Journal of Alloys and Compounds, 2025, 1022, 180000. https://doi.org/10.1016/j.jallcom.2025.180000 

13. Sandeep Jain, Reliance Jain, Naresh Kumar Wagri, Ajay Singh Sikarwar, Shweta J. Khaire, Sheetal Kumar Dewangan, Yongho Jeon, Byungmin Ahn, “Reducing experimental dependency: Machine-learning-based prediction of Co effects on the mechanical properties of AlCrFeNiCox high-entropy alloys” Materials Today Communications, 2025, 44, 112055, https://doi.org/10.1016/j.mtcomm.2025.112055

14. Reliance Jain*, Sandeep Jain*, Sumanta Samal, Sheetal Kumar Dewangan, Byungmin Ahn, “A comprehensive review on hot deformation behavior of high-entropy alloys for high temperature applications” Metals and Materials International, 2025, 31, pp2181-2213,   https://doi.org/10.1007/s12540-024-01888-2  (*Equal Authorship)

15. Sandeep Jain, Ayan Bhowmik, Jaichan Lee, “Machine Learning Approaches for Predicting and Validating Mechanical Properties of Mg Rare Earth Alloys for Light weight applications” Science and Technology of Advanced Materials, 26 (1), 2025, https://doi.org/10.1080/14686996.2025.2449811

16. Sandeep Jain, Reliance Jain, Vinod Kumar, Sumanta Samal, “Designing High-Bulk Modulus High-Entropy Alloys: A Machine Learning Approach to Enhanced Mechanical Performance” Journal of Alloys and Metallurgical Systems, 8, 2024,100128,  https://doi.org/10.1016/j.jalmes.2024.100128

17. Sandeep Jain, Reliance Jain, K Raja Rao, Ayan Bhowmik, “Leveraging machine learning to minimize experimental trials and predict hot deformation behaviour in dual phase high entropy alloys” Materials Today Communications, 2024, 41, 110813 https://doi.org/10.1016/j.mtcomm.2024.110813 

18. Reliance Jain*, Sandeep Jain*, Roopendra Kumar Pathak, Yana Jain, Lokesh Kumar Boriwal Sheetal Kumar Dewangan, “Harnessing Machine Learning for Predictive Modelling of High Entropy Alloy Phases” MRS Advances, 2024, 9, 1160-1167 https://doi.org/10.1557/s43580-024-00969-z (*Equal Authorship)

19.  Sandeep Jain, Reliance Jain, Mahesh Patel, Baidehish Sahoo, Ayan Bhowmik, “Harnessing Machine Learning for Predicting Mechanical Properties of Lightweight Mg Alloys” Materials Letters, 2024,378, 137597 https://doi.org/10.1016/j.matlet.2024.137597

20. Reliance Jain*, Sandeep Jain*, Sheetal Kumar Dewangan, Lokesh Kumar Boriwal, Sumanta Samal, “Machine Learning-driven insights into phase prediction for high entropy alloys” Journal of Alloys and Metallurgical Systems, 2024, 8, 100110 https://doi.org/10.1016/j.jalmes.2024.100110 (*Equal Authorship)

21. Mahesh Patel, Sandeep Jain, Jayaprakash Murugesan, “High-Temperature Fretting Wear Behaviour and Mechanical Properties of AA6063/Si3N4 Nano Composites Fabricated Through Friction Stir Processing Route”, Arabian Journal of Science and Engineering, 50, 2024, pages 13795–1380 https://doi.org/10.1007/s13369-024-09551-z

22. Sijia Li, Wenning Chen, Sandeep Jain, Dong Won Jung, Jaichan Lee, “Optimization of flow behavior models by genetic algorithm: A case study of aluminum alloy”. Journal of Material Research and Technology, 2024,31, 3349-3363 https://doi.org/10.1016/j.jmrt.2024.07.048

23. Sandeep Jain, Reliance Jain, Sheetal Dewangan, Ayan Bhowmik, ‘A Machine Learning Perspective on Hardness Prediction in Advanced multicomponent Al-Mg based Lightweight Alloys’, Material Letters, 2024,365, 136473 https://doi.org/10.1016/j.matlet.2024.136473

24. Sheetal Kumar Dewangan, Reliance Jain , Soumyabrata Bhattacharjee, Sandeep Jain, Manikant Paswan, Sumanta Samal, Byungmin Ahn, "Enhancing flow stress predictions in CoCrFeNiV high entropy alloy with conventional and machine learning techniques" Journal of Materials Research and Technology, 2024,30, 2377-2387 https://doi.org/10.1016/j.jmrt.2024.03.164 

25. Sandeep Jain, Vinod Kumar, Sumanta Samal, “Prediction the effect of Ta on the mechanical behaviour and experimental validation of novel six components Fe-Co-Ni-Cr-V-Ta eutectic high entropy alloys” International Journal of Refractory Metals and Hard Materials, 2024, 120, 106572. https://doi.org/10.1016/j.ijrmhm.2024.106572

26. Sandeep Jain, Reliance Jain, Vinod Kumar, Sumanta Samal, “Effect of Ta on the evolution of phases and mechanical properties of novel seven components Fe-Co-Ni-Cr-V-Al-Ta eutectic high entropy alloys: Experimental study and Numerical Simulation” The Transactions of Indian National Academy of Engineering, 2024.Volume 9, pages 657–671,  https://doi.org/10.1007/s41403-024-00455-w

27. Reliance Jain, Sandeep Jain, Sheetal kumar Dewangan, Naveen L, Divik Patre , Vinod Kumar, Sumanta Samal, “Prediction of hot deformation behaviour in AlCoCrFeNi2.1 eutectic high entropy alloy by conventional and artificial neural network modelling”. Trans Indian Natl. Acad. Eng. (2023).Volume 9, pages 709–724,  https://doi.org/10.1007/s41403-023-00439-2

28. Sandeep Jain, Mahesh Patel, Jayaprakash Murugesan, Sumanta Samal, “Effect of Friction Stir Processing of novel designed Aluminium-Based Alloys to Enhance Strength and Ductility” Arabian Journal of Science and Engineering, 2023,49, 1969-1976. https://doi.org/10.1007/s13369-023-08063-6

29. Sandeep Jain, Naveen L, Vinod Kumar, Sumanta Samal, “Effect of Ni and Si alloying elements on the phase evolution and mechanical properties of Al-Cu alloys” Materials Physics and Chemistry, 2023. 297, 127421.   https://doi.org/10.1016/j.matchemphys.2023.127421

30. Sandeep Jain, Naveen L, Vinod Kumar, Sumanta Samal, “Solidification simulation and experimental validation of 6 component single-phase high entropy alloy”, Transactions of the Indian Institute of Metals, 2022,Volume 76,1719–1729. DOI:10.1007/s12666-022-02821-0

31. Sandeep Jain, Mahesh Patel, Sumanta Samal, Vinod Kumar, “Effect of Si on microstructure and mechanical properties of Al-Cu alloys” Silicon, 2022, Volume 15,1807–1820. https:/doi.org/10.1007/s12633-022-02131-6

32. Sandeep Jain, Piyush Kumar, Abhijit Ghosh, Vinod Kumar, Sumanta Samal, “Solidification simulation of single-phase Fe-Co-Cr-Ni-V high entropy alloy” Philosophical Magazine, 2022, 102 (18), 1832-1852. DOI:  10.1080/14786435.2022.2084793

33. Sandeep Jain, R. Jain, M. R. Rahul, S. Samal, V. Kumar, “Phase Equilibria and Mechanical Properties in Multicomponent Al–Ni–X (X = Fe, Cr) Alloys” Transactions of the Indian Institute of Metals, 2018, 71 (11), 2819–2825. DOI:10.1007/s12666-018-1420-y

34. Reliance Jain, Sandeep Jain, Rahul, M.R., Samal, S., and Kumar, V. (2018), “Phase Evolution and Mechanical Behaviour of Co–Fe–Mn–Ni–Ti Eutectic High Entropy Alloys”. Transactions of the Indian Institute of Metals, 71 (11), 2795–2799. DOI:10.1007/s12666-018-1437-2

35. 6 Manuscripts are Under Review, 5 Manuscripts are near to submission and 7 manuscripts are under preparation.

International Conferences

•  Sandeep Jain, SeongJun Heo, HuiCheol Sin, Nokeun Park, "Design of Low-Density Refractory High-Entropy Alloys for Lightweight and High-Temperature Applications via Machine Learning" 4th International Symposium on Innovation in Materials Processing (ISIMP- 2025)” held in Jeju, South Korea. (Oral Presentation)

• Sandeep Jain, SeongJun Heo, Jongwon Lee, Nokeun Park, "Predicting the magnetic behaviour of CoFeNi high entropy alloys: Reducing experimental dependency through machine learning approaches" 4th International Symposium on Innovation in Materials Processing (ISIMP- 2025)” held in Jeju, South Korea. (Poster Presentation)

• Sandeep Jain, Vinod Kumar, Sumanta Samal, “Prediction the effect of Ta on the 6-component novel EHEA using solidification simulation using ANSYS Fluent” in the “17th International symposium on Novel and Nano Materials (ISNNM 2022)”, Nov 14- Nov 18, 2022 at Phoenix Jeju, Jeju, Korea. (Oral Presentation)

•  Sandeep Jain, Mahesh Patel, Vinod Kumar, Sumanta Samal, “Friction Stir Processing of Newly Developed Aluminium-Based Alloys to Enhance Strength and Ductility” in the “International Conference and Exhibition on Emerging Materials and Technologies along with the Heat Treat Show (MET+HTS 2022)”, Nov 2- Nov 4, 2022 at Mumbai, India. (Oral Presentation)

• Sandeep Jain, Piyush Kumar, Vinod Kumar, Abhijit Ghosh, Sumanta Samal, “Solidification simulation of single-phase Fe-Co-Cr-Ni-V high entropy alloy”, in the “International Conference on Frontiers in Materials Engineering (ICFME 2022)”, December 14-16, 2022 at IIT Indore. (Poster Presentation) 

• Sandeep Jain, Reliance Jain, Rahul M R, Sumanta Samal, Vinod Kumar, Phase equilibria and mechanical properties of Al-Ni-(Cr, Fe) alloys, in the “7th International Conference on Solidification Science and Processing (ICSSP-2018)”, 19/11/2018 -22/11/2018 at Trivandrum, Kerala, India. (Poster Presentation)

• Reliance Jain, Sandeep Jain, Rahul M R, Sumanta Samal, Vinod Kumar, Phase evolution and mechanical behaviour of Co-Fe-Mn-Ni-Ti eutectic high entropy alloy, in the “7th International Conference on Solidification Science and Processing (ICSSP-2018)”, 19/11/2018 - 22/11/2018 at Trivandrum, Kerala, India. (Poster Presentation)

Books/ Book Chapters

1. Book Chapter: “Nanomanufacturing in the Biomedical Field”, in Advanced Technologies for Sustainable Biomedical Applications, CRC Press, October 2025. https://doi.org/10.1201/9781003557715-11 

2.