selected publications academic article Attari, V., Khatamsaz, D., Allaire, D., & Arroyave, R. (2023). Towards inverse microstructure-centered materials design using generative phase-field modeling and deep variational autoencoders. ACTA MATERIALIA. 259, 119204-119204. Attari, V., & Arroyave, R. (2022). Machine learning-assisted high-throughput exploration of interface energy space in multi-phase-field model with CALPHAD potential. Materials Theory. 6(1), 5. Mancias, J., Attari, V., Arroyave, R., & Tourret, D. (2022). On the Effect of Nucleation Undercooling on Phase Transformation Kinetics. Integrating Materials and Manufacturing Innovation. 11(4), 628-636. Harrington, G. H., Kelly, C., Attari, V., Arroyave, R., & Kalidindi, S. R. (2022). Application of a Chained-ANN for Learning the Process-Structure Mapping in Mg2SixSn1-x Spinodal Decomposition. Integrating Materials and Manufacturing Innovation. 11(3), 433-449. Kunselman, C., Sheikh, S., Mikkelsen, M., Attari, V., & Arroyave, R. (2022). Microstructure classification in the unsupervised context. ACTA MATERIALIA. 223, 117434-117434. Salas, D., Wang, Y., Duong, T. C., Attari, V., Ren, Y., Chumlyakov, Y., Arroyave, R., & Karaman, I. (2021). Competing Interactions between Mesoscale Length-Scales, Order-Disorder, and Martensitic Transformation in Ferromagnetic Shape Memory Alloys. ACTA MATERIALIA. 206, 116616-116616. Barta, N. E., Fincher, C., Bolon, A. M., Attari, V., Higgins, W., Arroyave, R., ... Karaman, I. (2021). Fabrication and characterization of aluminum - magnetic shape memory alloy composites. Materials Science & Engineering: A. 805. Attari, V., & Arroyave, R. (2020). Phase-Field Study of Thermomigration in 3-D IC Micro Interconnects. IEEE Transactions on Components, Packaging and Manufacturing Technology. 10(9), 1466-1473. Kunselman, C., Attari, V., McClenny, L., Braga-Neto, U., & Arroyave, R. (2020). Semi-supervised learning approaches to class assignment in ambiguous microstructures. ACTA MATERIALIA. 188, 49-62. Duong, T. C., Hackenberg, R. E., Attari, V., Landa, A., Turchi, P., & Arroyave, R. (2020). Investigation of the discontinuous precipitation of U-Nb alloys via thermodynamic analysis and phase-field modeling. COMPUTATIONAL MATERIALS SCIENCE. 175, 109573-109573. Karayagiz, K., Johnson, L., Seede, R., Attari, V., Zhang, B., Huang, X., ... Arroyave, R. (2020). Finite interface dissipation phase field modeling of Ni-Nb under additive manufacturing conditions. ACTA MATERIALIA. 185, 320-339. Attari, V., Honarmandi, P., Duong, T., Sauceda, D. J., Allaire, D., & Arroyave, R. (2020). Uncertainty propagation in a multiscale CALPHAD-reinforced elastochemical phase-field model. ACTA MATERIALIA. 183, 452-470. Attari, V., Cruzado, A., & Arroyave, R. (2019). Exploration of the microstructure space in TiAlZrN ultra-hard nanostructured coatings. ACTA MATERIALIA. 174, 459-476. Attari, V., Ghosh, S., Thien, D., & Arroyave, R. (2018). On the interfacial phase growth and vacancy evolution during accelerated electromigration in Cu/Sn/Cu microjoints. ACTA MATERIALIA. 160, 185-198. Yi, S., Attari, V., Jeong, M., Jian, J., Xue, S., Wang, H., Arroyave, R., & Yu, C. (2018). Strain-induced suppression of the miscibility gap in nanostructured Mg2Si-Mg2Sn solid solutions. Journal of Materials Chemistry A. 6(36), 17559-17570. Attari, V., & Arroyave, R. (2016). Phase Field Modeling of Joint Formation During Isothermal Solidification in 3DIC Micro Packaging. Journal of Phase Equilibria and Diffusion. 37(4), 469-480. institutional repository document Munoz, E. J., Attari, V., Martinez, M., Dickerson, M. B., Radovic, M., & Arroyave, R. (2023). Phase-Field Model of Silicon Carbide Growth During Isothermal Condition Duong, T., Hackenberg, R. E., Attari, V., Landa, A., Turchi, P., & Arroyave, R. (2019). Probing discontinuous precipitation in U-Nb Attari, V., Duong, T., & Arroyave, R. (2019). Electromigration Response of Microjoints in 3DIC Packaging Systems Karayagiza, K., Johnson, L., Seede, R., Attari, V., Zhang, B., Huang, X., ... Arroyave, R. (2019). Finite Interface Dissipation Phase Field Modeling of Ni-Nb Under Additive Manufacturing Conditions Attari, V., Honarmandi, P., Duong, T., Sauceda, D. J., Allaire, D., & Arroyave, R. (2019). Uncertainty Propagation in a Multiscale CALPHAD-Reinforced Elastochemical Phase-Field Model Attari, V., Cruzado, A., & Arroyave, R. (2018). Exploration of the Microstructure Space in TiAlZrN Ultra-Hard Nanostructured Coatings
education and training Ph.D. in Materials Science and Engineering, Texas A&M University - (College Station, Texas, United States) 2019