1.  S. Swetlana, N. Khatavkar, and A. K. Singh, Development of Vickers hardness prediction models via microstructural analysis and machine learning, J. Mater. Sci., 55, 15845–15856, (2020)

2.  N. Khatavkar, S. Swetlana, and A. K. Singh, Accelerated prediction of Vickers hardness of Co- and Ni-based superalloys from microstructure and composition using advanced image processing techniques and machine learning, Acta Mater., 196, 295-303, (2020).

3.  S. Swetlana, A. Rout, A. K. Singh, Machine Learning Assisted Interpretation of Creep and Fatigue Life in Titanium Alloys, APL Machine Learning, 1, 016102 (2023)

4. Y Yamada, S. Swetlana, A Singh, Y Kawazoe, M Yahagi, J Koike, Shape Change of Cu Thin Films on Nonreacting Metal Substrates and the Effects of Oxidation during Vacuum Annealing, J. Phys. Chem. C., 127 (49), 23862-23869 (2023)

5. S. Swetlana, and A. K. Singh, Chemistry and Local Environment Adaptive Representation Graphs as Material Descriptors, Acta Mater., 276, 120122 (2024)

Enthusiast for any discussions and collaborations!