Farzad Mashayek

Journals/Publications

• Halder, S., Granda, R., Wu, J., Sankaran, A., Yurkiv, V., Yarin, A. L., & Mashayek, F. (2022). “Air Bubble Entrapment during Drop Impact on Solid and Liquid Surfaces”. International Journal of Multiphase Flow, 149, 103974. doi:https://doi.org/10.1016/j.ijmultiphaseflow.2022.103974
• Li, D., Komperda, J., Peyvan, A., Ghiasi, Z., & Mashayek, F. (2022). "Assessment of turbulence models using DNS data of compressible plane free shear layer flow". Journal of Fluid Mechanics, 931, A10. doi:https://doi.org/10.1017/jfm.2021.919
• Mashayek, F., Yurkiv, V., Granda, R., & Yarin, A. L. (2022). Paint drop spreading on wood and its enhancement by an in-plane electric field. Physics of Fluids, 34(12), 122112. doi:10.1063/5.0130871
• Ragone, M., Long, L., Yurkiv, V., Tamadoni, M., Shahbazian-Yassar, R., & Mashayek, F. (2022). "Deep Learning for Mapping Element Distribution of High-Entropy Alloys in Scanning Transmission Electron Microscopy Images". Computational Materials Science, 201, 110905. doi:https://doi.org/10.1016/j.commatsci.2021.110905
• Felder, A. E., Bilgin, B., Hummel, J., Mashayek, F., Revelo, R. A., Caliskan, V., Flowers, A., Kanich, C., Lee, S., Reddy, K., & Siow, Y. (2021). “Online Engineering Education in Response to COVID-19: Overview of Challenges in the United States and Proposed Active Learning Strategies” . International Journal of Engineering Education, 37(6), 1470-1478.
• Granda, R., Plog, J., Li, G., Yurkiv, V., Mashayek, F., & Yarin, A. L. (2021). "Evolution and Shape of 2D Stokesian Drops Under the Action of Surface Tension and Electric Field: Linear and Nonlinear Theory and Experiment". Langmuir, 37(39), 11429-11446. doi:https://doi.org/10.1021/acs.langmuir.1c01015
• Granda, R., Yurkiv, V., Mashayek, F., & Yarin, A. L. (2021). "Metamorphosis of trilobite-like drops on a surface: Electrically driven fingering". Physics of Fluids, 33(12), 124107.
• Haffner, E., Bagheri, M., Higham, J., Cooper, L., Rowan, S., Stanford, C., Mashayek, F., & Mirbod, P. (2021). "An experimental approach to analyze aerosol and splatter formations due to a dental procedure". Experiments in Fluids, 62(202). doi:https://doi.org/10.1007/s00348-021-03289-2
• Jabbari, V., Yurkiv, V., Rasul, M. G., Cheng, M., Griffin, P., Mashayek, F., & Shahbazian-Yassar, R. (2021). “A Smart Lithium Battery with Shape Memory Function”. Small. doi:https://doi.org/10.1002/smll.202102666
• Kashir, B., Ragone, M., Ramasubramanian, A., Yurkiv, V., & Mashayek, F. (2021). "Application of Fully Convolutional Neural Networks for Feature Extraction in Fluid Flow". Journal of Visualization, 24, 771-785. doi:https://doi.org/10.1007/s12650-020-00732-0
• Komperda, J., Peyvan, A., Li, D., Kashir, B., Yarin, A. L., Megaridis, C. M., Mirbod, P., Paprotny, I., Cooper, L. F., Rowan, S., Stanford, C., & Mashayek, F. (2021). "Computer simulation of the SARS-CoV-2 contamination risk in a large dental clinic". Physics of Fluids, 33(3), 033328. doi:https://doi.org/10.1063/5.0043934
• Li, D., Peyvan, A., Ghiasi, Z., Komperda, J., & Mashayek, F. (2021). "Compressibility effects on energy exchange mechanisms in a spatially developing plane free shear layer". Journal of Fluid Mechanics, 910, A9. doi:http://doi.org/10.1017/jfm.2020.932
• Perri, A. E., Sankaran, A., Staszel, C., Schick, R. J., Mashayek, F., & Yarin, A. L. (2021). "The particle image velocimetry of vortical electrohydrodynamic flows of oil near a high-voltage electrode tip". Experiments in Fluids, 62(27). doi:https://doi.org/10.1007/s00348-020-03125-z
• Peyvan, A., Komperda, J., Li, D., Ghiasi, Z., & Mashayek, F. (2021). "Flux reconstruction using Jacobi correction functions in discontinuous spectral element method". Journal of Computational Physics, 435, 110261. doi:https://doi.org/10.1016/j.jcp.2021.110261
• Ragone, M., Yurkiv, V., Ramasubramanian, A., Kashir, B., & Mashayek, F. (2021). "Data driven estimation of electric vehicle battery state-of-charge informed by automotive simulations and multi-physics modeling". Journal of Power Sources, 483, 229108. doi:http://doi.org/10.1016/j.jpowsour.2020.229108

Proceedings Publications

• Das, G., Mastrogiorgio, M., Ragone, M., Mashayek, F., & Yurkiv, V. (2022, May). "A Combined Multi-Physics Modelling and Machine Learning to Predict Electro-Thermal Failures of Cylindrical Li-Ion Batteries". In ECS Meeting Abstracts, 2022.
• Jabbari, V., Jabbari, V., Yurkiv, V., Yurkiv, V., Mashayek, F., Mashayek, F., Shahbazian-Yassar, R., & Shahbazian-Yassar, R. (2022, jul). "(Digital Presentation) Engineering Lithium Metal/Polymer Electrolyte Interface to Enhance Long-Term Stability and Cycle Performance of Lithium Metal Batteries". In ECS Meeting Abstracts, 2022, 156-156.
• Jabbari, V., Yurkiv, V., Rasul, M. G., Cheng, M., Griffin, P., Mashayek, F., & Shahbazian-Yassar, R. (2022, May). "A Shape-Adjustable, Flexible Lithium Battery". In ECS Meeting Abstracts, 2022.
• Mastrogiorgio, M., Das, G., Ragone, M., Mashayek, F., & Yurkiv, V. (2022, May). "Advanced Data-Driven Modeling Framework for Predicting Thermal Failures in Li-Ion Pouch Batteries". In ECS Meeting Abstracts, 2022.
• Yurkiv, V., Jabbari, V., Mastrogiorgio, M., Das, G., Ragone, M., Shahbazian-Yassar, R., & Mashayek, F. (2022, May). "Revealing the Structure and Properties of Polycrystalline Components of the Solid Electrolyte Interface". In ECS Meeting Abstracts, 2022.
• Halder, S., Granda, R., Wu, J., Yurkiv, V., Yarin, A., & Mashayek, F. (2021, jan). "Prediction of air bubble entrapment during drop impact on solid hydrophobic surface: Combined machine learning and experimental validation". In APS Division of Fluid Dynamics Meeting Abstracts.
• Plog, J., Wu, J., Dias, Y., Mashayek, F., Cooper, L., & Yarin, A. (2021, jan). "Dilute polymer solutions completely suppress aerosolization in dentistry preventing COVID-19 transmission". In APS Division of Fluid Dynamics Meeting Abstracts.
• Yarin, A., Granda, R., Yurkiv, V., & Mashayek, F. (2021, jan). "Metamorphosis of Trilobite-like Drops on a Surface: Electrically-driven Fingering". In APS Division of Fluid Dynamics Meeting Abstracts.
• Yurkiv, V., Halder, S., Yurkiv, V., Granda, R., Halder, S., Yurkiv, V., Wu, J., Halder, S., Granda, R., Yarin, A., Granda, R., Wu, J., Wu, J., Yarin, A., Mashayek, F., Yarin, A., Mashayek, F., & Mashayek, F. (2021, jan). "Multi-physics modeling of air entrapment during drop impact onto solid hydrophobic surfaces". In APS Division of Fluid Dynamics Meeting Abstracts.
• Mashayek, F., Yurkiv, V., Sankaran, A., Wu, J., & Yarin, A. (2020, jan). "Dynamic Electrowetting-on-Dielectric (DEWOD): From Ab-initio to Macroscale Modeling". In APS Division of Fluid Dynamics Meeting Abstracts.
• Sankaran, A., Wu, J., Yurkiv, V., Mashayek, F., & Yarin, A. (2020, jan). "Drop Impact onto Polarized Dielectric Surface for Controlled Coating". In APS Division of Fluid Dynamics Meeting Abstracts.
• Kashir, B., Ragone, M., Yurkiv, V., & Mashayek, F. (2019, nov). "Data-driven prediction of vortical structures in turbulent flows employing deep learning techniques". In APS Division of Fluid Dynamics Meeting Abstracts.
• Mashayek, F., Kashir, B., Perri, A. E., & Yarin, A. L. (2019, nov). "Stern compact layer in ionic conductor liquid charging at high voltages". In APS Division of Fluid Dynamics Meeting Abstracts.
• Kashir, B., Perri, A., Yarin, A. L., & Mashayek, F. (2017, nov). "A numerical study on charging mechanism in leaky dielectric liquids inside the electrostatic atomizers". In APS Division of Fluid Dynamics Meeting Abstracts.
• Sankaran, A., Staszel, C., Mashayek, F., & Yarin, A. (2017, nov). "Faradaic Reaction Mechanisms in Leaky Dielectric Liquids (Oils)". In APS Division of Fluid Dynamics Meeting Abstracts.

Presentations

• Mashayek, F., Ragone, M., Shahbazian-Yassar, R., Phakatkar, A., & Yurkiv, V. R. (2022, December).

  Combined machine learning and density functional theory approach to predict element distribution of high-entropy alloys in scanning transmission electron microscopy images

  . 2022 MRS Meeting. Boston: NSF.