Farzad Mashayek
-
Department Head of Aerospace and Mechanical Engineering
-
Professor of Aerospace and Mechanical Engineering
Degrees
- Ph.D. Mechanical Engineering
- State University of New York at Buffalo, Buffalo, New York
- Numerical Study of Capillary and Thermocapillary Jets and Drops
- M.S. Mechanical Engineering
- Sharif University of Technology, Tehran, Iran, Islamic Republic of
- Analysis of Heat Transfer in Icing of Liquids Flowing Inside Tubes
- B.S. Mechanical Engineering
- Sharif University of Technology, Tehran, Iran, Islamic Republic of
Work Experience
- University of Arizona, Tucson, Arizona (2022 - Ongoing)
- University of Arizona, Tucson, Arizona (2022 - Ongoing)
- University of Arizona, Tucson, Arizona (2022 - Ongoing)
- University of Illinois at Chicago, Chicago, Illinois (2011 - 2022)
- University of Illinois at Chicago, Chicago, Illinois (2010 - 2022)
- University of Illinois at Chicago, Chicago, Illinois (2009 - 2010)
- University of Illinois at Chicago, Chicago, Illinois (2008 - 2022)
- Enabling Energy Systems, Inc. (2008 - 2017)
- University of Illinois at Chicago, Chicago, Illinois (2008 - 2009)
- University of Illinois at Urbana-Champaign (2007 - 2008)
- University of Illinois at Chicago, Chicago, Illinois (2005 - 2009)
- University of Illinois at Chicago, Chicago, Illinois (2004 - 2022)
- University of Illinois at Chicago, Chicago, Illinois (2004 - 2009)
- University of Illinois at Chicago, Chicago, Illinois (2002 - 2004)
- University of Illinois at Chicago, Chicago, Illinois (2000 - 2022)
- University of Illinois at Chicago, Chicago, Illinois (2000 - 2002)
- University of Hawaii at Manoa, Honolulu, Hawaii (1997 - 2000)
- University of Hawaii at Manoa, Honolulu, Hawaii (1997 - 2000)
- State University of New York at Buffalo, Buffalo, New York (1996 - 1997)
- State University of New York at Buffalo, Buffalo, New York (1994 - 1996)
- State University of New York at Buffalo, Buffalo, New York (1991 - 1994)
- Mohsen Engineering Research Center (1988 - 1991)
Interests
Research
Turbulent reacting flow, plasma flow, electrostatic atomization, solid ion batteries, computational methods, machine learning applications
Courses
Research
AME 900 (Spring 2023)
AME 900 (Fall 2022)
Selected Publications
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.
Awards
- Sustained Service Award
- American Institute of Aeronautics and Astronautics (AIAA), Spring 2022
- Best Presentation Award
- The 20th International Conference on Computational Mathematics, Parallel and Distributed Computing, Summer I 2018