Farzad Mashayek

Interests

Research

Turbulent reacting flow, plasma flow, electrostatic atomization, solid ion batteries, computational methods, machine learning applications

Courses

Scholarly Contributions

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.
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  Featured Article.
• 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
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  Featured Article
• 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
• Roy, T., Damoulakis, G., Komperda, J., Mashayek, F., Megaridis, C. M., Cooper, L. F., & Rowan, S. A. (2021). “Effect of H2O2 Antiseptic on Dispersal of Cavitation-induced Microdroplets”. Journal of Dental Research, 100(11), 1258-1264. doi:https://doi.org/10.1177/00220345211027550
• Sankaran, A., Wu, J., Granda, R., Yurkiv, V., Mashayek, F., & Yarin, A. (2021). "Drop impact onto polarized dielectric surface for controlled coating". Physics of Fluids, 33(6), 062101. doi:https://doi.org/10.1063/5.0054077
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  Featured Article
• Yurkiv, V., Wu, J., Halder, S., Granda, R., Sankaran, A., Yarin, A. L., & Mashayek, F. (2021). "Water interaction with dielectric surface: A combined ab initio modeling and experimental study". Physics of Fluids, 33(4), 042012. doi:https://doi.org/10.1063/5.0046587
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  Editor's Pick
• Cheng, M., Ramasubramanian, A., Rasul, M. G., Jiang, Y., Yuan, Y., Foroozan, T., Deivanayagam, R., Tamadoni Saray, M., Rojaee, R., Song, B., Yurkiv, V., Pan, Y., Mashayek, F., & Shahbazian-Yassar, R. (2020). “Direct Ink Writing of Polymer Composite Electrolytes with Enhanced Thermal Conductivities”. Advanced Functional Materials, 31(4), 2006683. doi:http://doi.org/10.1002/adfm.202006683
• Komperda, J., Ghiasi, Z., Li, D., Peyvan, A., Jaberi, F., & Mashayek, F. (2020). "A hybrid discontinuous spectral element method and filtered mass density function solver for turbulent reacting flows". Numerical Heat Transfer Part B - Fundamentals, 78(1), 1-29. doi:https://doi.org/10.1080/10407790.2020.1746608
• Perri, A. E., Sankaran, A., Kashir, B., Staszel, C., Schick, R. J., Mashayek, F., & Yarin, A. L. (2020). "Electrically driven toroidal Moffatt vortices: experimental observations". Journal of Fluid Mechanics, 900, A12. doi:http://doi.org/10.1017/jfm.2020.472
• Peyvan, A., Ghiasi, Z., Li, D., Komperda, J., & Mashayek, F. (2020). "Application of Modal Filtering in Discontinuous Spectral Element Method for Simulation of Compressible Channel Flow at Different Reynolds Numbers". arXiv e-prints, arXiv:2007.06610.
• Plog, J., Wu, J., Dias, Y. J., Mashayek, F., Cooper, L. F., & Yarin, A. L. (2020). "Reopening dentistry after COVID-19: Complete suppression of aerosolization in dental procedures by viscoelastic Medusa Gorgo". Physics of Fluids, 32(8), 083111. doi:http://doi.org/10.1063/5.0021476
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  Feaured Article
• Ragone, M., Yurkiv, V., Song, B., Ramsubramanian, A., Shahbazian-Yassar, R., & Mashayek, F. (2020). “Atomic Column Heights Detection in Metallic Nanoparticles Using Deep Learning”. Computational Material Science, 180, 109722. doi:http://doi.org/10.1016/j.commatsci.2020.109722
• Ramasubramanian, A., Yurkiv, V., Foroozan, T., Ragone, M., Shahbazian-Yassar, R., & Mashayek, F. (2020). "Stability of Solid-Electrolyte Interphase on Lithium Metal Surface in Lithium Metal Batteries". ACS Applied Energy Materials, 3(11), 10560-10567. doi:http://doi.org/10.1021/acsaem.0c01605
• Rojaee, R., Cavallo, S., Mogurampelly, S., Wheatle, B. K., Yurkiv, V., Deivanayagam, R., Foroozan, T., Rasul, M. G., Sharifi-Asl, S., Phakatkar, A. H., Cheng, M., Son, S., Pan, Y., Mashayek, F., Ganesan, V., & Shahbazian-Yassar, R. (2020). “Highly-Cyclable Room-Temperature Black Phosphorene Polymer Electrolyte Composites for Li Metal Batteries”. Advanced Functional Materials, 1910749. doi:http://doi.org/10.1002/adfm.201910749
• Sharifi-Asl, S., Yurkiv, V., Gutierrez, A., Cheng, M., Balasubramanian, M., Mashayek, F., Croy, J., & Shahbazian-Yassar, R. (2020). "Revealing Grain-Boundary-Induced Degradation Mechanisms in Li-Rich Cathode Materials". Nano Letters, 20(2), 1208-1217. doi:http://doi.org/10.1021/acs.nanolett.9b04620
• Yuan, Y., Yao, W., Yurkiv, V., Liu, T., Song, B., Mashayek, F., Shahbazian-Yassar, R., & Lu, J. (2020). “Beyond volume variation: anisotropic and protrusive lithiation in bismuth” . ACS Nano, 14(11), 15669-15677. doi:http://doi.org/10.1021/acsnano.0c06597
• Yurkiv, V., Foroozan, T., Ramasubramanian, A., Ragone, M., Shahbazian-Yassar, R., & Mashayek, F. (2020). "Understanding Zn Electrodeposits Morphology in Secondary Batteries Using Phase-Field Model". Journal of the Electrochemical Society, 167(6), 060503. doi:http://doi.org/10.1149/1945-7111/ab7e91
• Yurkiv, V., Foroozan, T., Ramasubramanian, A., Ragone, M., Sharifi-Asl, S., Paoli, R., Shahbazian-Yassar, R., & Mashayek, F. (2020). "The Mechanism of ZN Diffusion Through ZnO in Secondary Battery: A Combined Theoretical and Experimental Study”. Journal of Physical Chemstry, 124(29), 15730-15738. doi:http://doi.org/10.1021/acs.jpcc.0c03514
• Foroozan, T., Yurkiv, V., Sharifi-Asl, S., Rojaee, R., Mashayek, F., & Shahbazian-Yassar, R. (2019). “Non-Dendritic Zn Electrodeposition Enabled by Zincophilic Graphene Substrates”. ACS Applied Materials & Interfaces, 11(47), 44077-44089. doi:https://doi.org/10.1021/acsami.9b13174
• Ghiasi, Z., Komperda, J., Li, D., Peyvan, A., Nicholls, D., & Mashayek, F. (2019). “Modal Explicit Filtering for Large Eddy Simulation in Discontinuous Spectral Element Method”. Journal of Computational Physics, 3, 100024. doi:https://doi.org/10.1016/j.jcpx.2019.100024
• Gutierrez-Kolar, J. S., Baggetto, L., Sang, X., Shin, D., Yurkiv, V., Mashayek, F., Veith, G. M., Shahbazian-Yassar, R., & Unocic, R. R. (2019). “Interpreting Electrochemical and Chemical Sodiation Mechanisms and Kinetics in Tin Antimony Battery Anodes using in situ TEM and Computational Methods”. ACS Applied Engineering, 2(5), 3578-3586. doi:https://doi.org/10.1021/acsaem.9b00310
• Kashir, B., Perri, A. E., Mashayek, F., & Yarin, A. L. (2019). “Theoretical and Numerical Study of Formation of Near-Electrode Layers in Electrostatic Atomization”. Langmuir, 35(34), 11080-11088. doi:https://doi.org/10.1021/acs.langmuir.9b01484
• Kashir, B., Perri, A. E., Yarin, A. L., & Mashayek, F. (2019). "Numerical investigation of ionic conductor liquid charging at low to high voltages". Physics of Fluids, 31(2), 021201.
• Kashir, B., Perri, A. E., Yarin, A. L., & Mashayek, F. (2019). “Numerical Investigation of Ionic Conductor Liquid Charging at Low to High Voltages”. Physics of Fluids, 31(2), 021201. doi:https://doi.org/10.1063/1.5050793
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  Editor's Pick
• Kashir, B., Perri, A. E., Yarin, A. L., & Mashayek, F. (2019). “Slow Discharge Theory and Calculation of the Potential Drop across the Compact Layer at High Electrode Voltages”. Langmuir, 35(45), 14458-14464. doi:https://doi.org/10.1021/acs.langmuir.9b02556
• Li, D., Komperda, J., Ghiasi, Z., Peyvan, A., & Mashayek, F. (2019). "Compressibility effects on the transition to turbulence in a spatially developing plane free shear layer". Theoretical and Computational Fluid Dynamics, 33(6), 577-602. doi:https://doi.org/10.1007/s00162-019-00507-w
• Mashayek, F., Sankaran, A., Staszel, C., Belknap, D., & Yarin, A. L. (2019). “Effect of Atmospheric Humidity on Electrical Conductivity of Oil and Implications in Electrostatic Atomization”. Fuel, 253, 283-292. doi:https://doi.org/10.1016/j.fuel.2019.05.013
• Mashayek, F., Yurkiv, V., Shikder, M. R., Ramasubramanian, A., Maksud, M., Yoo, J., Harris, C. T., Vasudevamurthy, G., & Subramanian, A. (2019). “Plastic Recovery and Self-healing in Longitudinally Twinned SiGe Nanowires”. Nanoscale, 11(18). doi:https://doi.org/10.1039/C9NR02073J
• Ramasubramanian, A., Yurkiv, V., Foroozan, T., Ragone, M., Shahbazian-Yassar, R., & Mashayek, F. (2019). “Lithium Diffusion Mechanism through Solid-Electrolyte Interphase (SEI) in Rechargeable Lithium Batteries”
  . Journal of Physical Chemstry, 123(16), 10237-10245. doi:https://doi.org/10.1021/acs.jpcc.9b00436
• Ramasubramanian, A., Yurkiv, V., Nie, A., Najafi, A., Khounsary, A., Shahbazian-Yassar, R., & Mashayek, F. (2019). “A Numerical Study on Striped Lithiation of Tin Oxide Anodes”. International Journal of Solids and Structures, 159, 163-170. doi:https://doi.org/10.1016/j.ijsolstr.2018.09.027
• Yao, W., Yuan, Y., Tan, G., Liu, C., Cheng, M., Yurkiv, V., Bi, X., Long, F., Friedrich, C. R., Mashayek, F., Amine, K., Lu, J., & Shahbazian-Yassar, R. (2019). “Tuning Li₂O₂ Formation Routes by Facet-engineering of MnO2 Cathode Catalysts”. Journal of the American Chemical Society, 141(32), 12832-12838. doi:https://doi.org/10.1021/jacs.9b05992
• Ji, H., Trevino, J., Tu, R., Knapp, E., McQuade, J., Yurkiv, V., Mashayek, F., & Vuong, L. T. (2018). "Long-Range Self-Assembly via the Mutual Lorentz Force of Plasmon Radiation". Nano Letters, 18(4), 2564-2570.
• Yurkiv, V., Foroozan, T., Ramasubramanian, A., Shahbazian-Yassar, R., & Mashayek, F. (2018). “The Influence of Stress Field on Li Electrodeposition in Li-metal Battery” . MRS Communications, 8, 1285-1291. doi:https://doi.org/10.1557/mrc.2018.146
• Yurkiv, V., Yarin, A. L., & Mashayek, F. (2018). “Modeling of Droplet Impact onto Polarized and Non-polarized Dielectric Surfaces”. Langmuir, 34(34), 10169-10180. doi:https://doi.org/10.1021/acs.langmuir.8b01443
• Chaudhuri, A., Jacobs, G., Don, W., Abbassi, H., & Mashayek, F. (2017). "Explicit discontinuous spectral element method with entropy generation based artificial viscosity for shocked viscous flows". Journal of Computational Physics, 332, 99-117.
• Sharifi-Asl, S., Soto, F. A., Nie, A., Yuan, Y., Asayesh-Ardakani, H., Foroozan, T., Yurkiv, V., Song, B., Mashayek, F., Klie, R. F., Amine, K., Lu, J., Balbuena, P. B., & Shahbazian-Yassar, R. (2017). "Facet-Dependent Thermal Instability in LiCoO2". Nano Letters, 17(4), 2165-2171.
• Nie, A., Cheng, Y., Ning, S., Foroozan, T., Yasaei, P., Li, W., Song, B., Yuan, Y., Chen, L., Salehi-Khojin, A., Mashayek, F., & Shahbazian-Yassar, R. (2016). "Selective Ionic Transport Pathways in Phosphorene". Nano Letters, 16(4), 2240-2247.
• Asayesh-Ardakani, H., Nie, A., Marley, P. M., Zhu, Y., Phillips, P. J., Singh, S., Mashayek, F., Sambandamurthy, G., Low, K., Klie, R. F., Banerjee, S., Odegard, G. M., & Shahbazian-Yassar, R. (2015). "Atomic Origins of Monoclinic-Tetragonal (Rutile) Phase Transition in Doped VO2Nanowires". Nano Letters, 15(11), 7179-7188.
• Nie, A., Gan, L., Cheng, Y., Li, Q., Yuan, Y., Mashayek, F., Wang, H., Klie, R., Schwingenschlogl, U., & Shahbazian-Yassar, R. (2015). "Twin Boundary-Assisted Lithium Ion Transport". Nano Letters, 15(1), 610-615.
• Nie, A., Cheng, Y., Zhu, Y., Asayesh-Ardakani, H., Tao, R., Mashayek, F., Han, Y. u., Schwingenschl{"ogl}, U., Klie, R. F., Vaddiraju, S., & Shahbazian-Yassar, R. (2014). "Lithiation-Induced Shuffling of Atomic Stacks". Nano Letters, 14(9), 5301-5307.
• Rovagnati, B., Yarin, A., Mashayek, F., & Matsoukas, T. (2013). "A reduced model for nanoparticle coating in non-equilibrium plasma". Physics Letters A, 377(28-30), 1745-1748.
• Kourmatzis, A., Ergene, E. L., Shrimpton, J. S., Kyritsis, D. C., Mashayek, F., & Huo, M. (2012). "Combined aerodynamic and electrostatic atomization of dielectric liquid jets". Experiments in Fluids, 53(1), 221-235.
• Chang, C., Davoudabadi, M., & Mashayek, F. (2010). "One-Dimensional Fluid Model of Methane Plasma for Diamond-Like Coating". IEEE Transactions on Plasma Science, 38(7), 1603-1614.
• Malkawi, G., Yarin, A., & Mashayek, F. (2010). "Breakup mechanisms of electrostatic atomization of corn oil and diesel fuel". Journal of Applied Physics, 108(6), 064910-064910-6.
• Davoudabadi, M., Shrimpton, J., & Mashayek, F. (2009). "On accuracy and performance of high-order finite volume methods in local mean energy model of non-thermal plasmas". Journal of Computational Physics, 228(7), 2468-2479.
• Rovagnati, B., & Mashayek, F. (2009). "A kinetic model to study film deposition during dusty plasma chemical vapor deposition process". Journal of Applied Physics, 105(6), 063303-063303-7.
• Sarchami, A., Ashgriz, N., Tran, H., Dolatabadi, A., Mashayek, F., Li, X., McDonell, V., & Prociw, A. (2009). "Initial Perturbation Amplitude of Liquid Sheets Produced by Jet-Impingement Nozzles". AIAA Journal, 47(11), 2775-2779.
• Sengupta, K., Jacobs, G., & Mashayek, F. (2009). "Large-eddy simulation of compressible flows using a spectral multidomain method". International Journal for Numerical Methods in Fluids, 61(3), 311-340.
• Rovagnati, B., Lapenta, G., & Mashayek, F. (2008). "Dynamic nature of the ion wake in dusty plasmas". Physics Letters A, 372(38), 5991-5994.
• Sengupta, K., Russell, K., & Mashayek, F. (2008). "Step Geometry and Countercurrent Effects in Dump Combustor: Reacting Flow". Numerical Heat Transfer Part A - Applications, 54(6), 569-580.
• Davoudabadi, M., & Mashayek, F. (2007). "Numerical modeling of dust particle configurations in a cylindrical radio-frequency plasma reactor". Physical Review E, 76(5), 056405.
• Jacobs, G., Kopriva, D., & Mashayek, F. (2007). "Towards efficient tracking of inertial particles with high-order multidomain methods". Journal of Computational and Applied Mathematics, 206(1), 392-408.
• Rovagnati, B., Davoudabadi, M., Lapenta, G., & Mashayek, F. (2007). "Effect of collisions on dust particle charging via particle-in-cell Monte-Carlo collision". Journal of Applied Physics, 102(7), 073302-073302-9.
• Sengupta, K., Russell, K., & Mashayek, F. (2007). "Step Geometry and Countercurrent Effects in Dump Combustor, Part 1: Cold Flow". AIAA Journal, 45(8), 2033-2041.
• Zhang, K., Rovagnati, B., Gao, Z., Minkowycz, W., & Mashayek, F. (2007). "An Introduction to the Lattice Grid". Numerical Heat Transfer Part B - Fundamentals, 51(5), 415-431.
• Amiri, A., Hannani, S., & Mashayek, F. (2006). "Large-Eddy Simulation of Heavy-Particle Transport in Turbulent Channel Flow". Numerical Heat Transfer Part B - Fundamentals, 50(4), 285-313.
• Davoudabadi, M., & Mashayek, F. (2006). "Dust particle dynamics in low-pressure plasma reactor". Journal of Applied Physics, 100(8), 083302-083302-10.
• Davoudabadi, M., Rovagnati, B., & Mashayek, F. (2006). "Lateral Motion of a Dust Particle in Magnetized Plasma Sheath". IEEE Transactions on Plasma Science, 34(2), 142-148.
• Shotorban, B., & Mashayek, F. (2006). "A stochastic model for particle motion in large-eddy simulation". Journal of Turbulence, 7(18), 18.
• Yarin, A., Rovagnati, B., Mashayek, F., & Matsoukas, T. (2006). "A reaction model for plasma coating of nanoparticles by amorphous carbon layers". Journal of Applied Physics, 99(6), 064310-064310-12.
• Zhang, K., Shotorban, B., Minkowycz, W., & Mashayek, F. (2006). "A compact finite difference method on staggered grid for Navier-Stokes flows". International Journal for Numerical Methods in Fluids, 52(8), 867-881.
• Davoudabadi, M., & Mashayek, F. (2005). "Dust particle dynamics in magnetized plasma sheath". Physics of Plasmas, 12(7), 073505.
• Davoudabadi, M., & Mashayek, F. (2005). "Publisher's Note: ``Dust particle dynamics in magnetized plasma sheath'' [Phys. Plasmas 12, 073505 (2005)]". Physics of Plasmas, 12(8), 089903.
• Elhami Amiri, A., Kazemzadeh Hannani, S., & Mashayek, F. (2005). "Evaluation of a Fourth-Order Finite-Volume Compact Scheme for LES with Explicit Filtering". Numerical Heat Transfer Part B - Fundamentals, 48(2), 147-163.
• Jacobs, G., Kopriva, D., & Mashayek, F. (2005). "Validation Study of a Multidomain Spectral Code for Simulation of Turbulent Flows". AIAA Journal, 43(6), 1256-1264.
• Shotorban, B., & Mashayek, F. (2005). "Modeling subgrid-scale effects on particles by approximate deconvolution". Physics of Fluids, 17(8), 081701-081701-4.
• Gao, Z., & Mashayek, F. (2004). "Stochastic Model for Nonisothermal Droplet-Laden Turbulent Flows". AIAA Journal, 42(2), 255-260.
• Jacobs, G., Kopriva, D., & Mashayek, F. (2003). "a Comparison of Outflow Boundary Conditions for the Multidomain Staggered-Grid Spectral Method". Numerical Heat Transfer Part B - Fundamentals, 44(3), 225-251.
• Mashayek, F., Kopriva, D. A., & Jacobs, G. (2003). A COMPARISON OF OUTFLOW BOUNDARY CONDITIONS FOR THE MULTIDOMAIN STAGGERED-GRID SPECTRAL METHOD. Numerical Heat Transfer Part B-fundamentals. doi:10.1080/713836380
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  This article investigates four outflow boundary conditions (BCs) for use with the multidomain spectral method (D. A. Kopriva, J. Comput. Phys. , vol. 244, pp. 142-158, 1998). The objective is to find low-reflective, stable BCs suitable for use in direct numerical simulation (DNS) of turbulent flows in complex geometries. This investigation is focused on outflow BCs, which are critical in DNS. The methods were tested on a two-dimensional Poissueille flow, a vortex propagating through an outflow boundary, and a transitional flow over a rectangular cylinder. The best results were found by specifying the exit pressure and using a linear Riemann solver to compute the velocity and density. Temporal damping in the subdomains bordering the outflow boundary improved the results in specific cases.
• Pandya, R., & Mashayek, F. (2003). "Kinetic Equation for Particle Transport and Heat Transfer in Nonisothermal Turbulent Flows". AIAA Journal, 41(5), 841-847.
• Pandya, R., & Mashayek, F. (2003). "Non-isothermal dispersed phase of particles in turbulent flow". Journal of Fluid Mechanics, 475(1), 205-245.
• Mashayek, F., & Taulbee, D. (2002). "Turbulent Gas-Solid Flows, Part II: Explicit Algebraic Models". Numerical Heat Transfer Part B - Fundamentals, 41(1), 31-52.
• Mashayek, F., & Taulbee, D. (2002). "a Four-Equation Model for Prediction of Gas-Solid Turbulent Flows". Numerical Heat Transfer Part B - Fundamentals, 41(2), 95-116.
• Mashayek, F., Mashayek, F., Taulbee, D., & Taulbee, D. (2002). "Turbulent Gas-Solid Flows, Part i: Direct Simulations and Reynolds Stress Closures". Numerical Heat Transfer Part B - Fundamentals, 41(1), 1-29.
• Pandya, R., & Mashayek, F. (2002). "Turbulent Thermal Diffusion and Barodiffusion of Passive Scalar and Dispersed Phase of Particles in Turbulent Flows". Physical Review Letters, 88(4), 044501.
• Lau, B., & Mashayek, F. (2001). "Dynamics of Oscillating Drops with Thermocapillary Effects". Theoretical and Computational Fluid Dynamics, 14(4), 203-222.
• Liao, S., & Mashayek, F. (2001). "A multigrid approach for steady state laminar viscous flows". International Journal for Numerical Methods in Fluids, 37(1), 107-123.
• Pandya, R., & Mashayek, F. (2001). "Probability Density Function Modeling of Evaporating Droplets Dispersed in Isotropic Turbulence". AIAA Journal, 39(10), 1909-1915.
• Pandya, R., & Mashayek, F. (2001). "Probability density function model equation for particle charging in a homogeneous dusty plasma". Physical Review E, 64(3), 036405.
• Mashayek, F. (2000). "Numerical investigation of reacting droplets in homogeneous shear turbulence". Journal of Fluid Mechanics, 405(1), 1-36.
• Mashayek, F. (1999). "Simulations of Reacting Droplets Dispersed in Isotropic Turbulence". AIAA Journal, 37(11), 1420-1425.
• Mashayek, F. (1998). "Droplet turbulence interactions in low-Mach-number homogeneous shear two-phase flows". Journal of Fluid Mechanics, 367(1), 163-203.
• Mashayek, F., & Ashgriz, N. (1998). "Nonlinear oscillations of drops with internal circulation". Physics of Fluids, 10(5), 1071-1082.
• Huynh, H., Ashgriz, N., & Mashayek, F. (1996). "Instability of a liquid jet subject to disturbances composed of two wavenumbers". Journal of Fluid Mechanics, 320, 185-210.
• Miller, R., Mashayek, F., Adumitroaie, V., & Givi, P. (1996). "Structure of homogeneous nonhelical magnetohydrodynamic turbulence". Physics of Plasmas, 3(9), 3304-3317.
• Ashgriz, N., & Mashayek, F. (1995). "Temporal analysis of capillary jet breakup". Journal of Fluid Mechanics, 291, 163-190.
• Mashayek, F., & Ashgriz, N. (1995). "A Spine-Flux Method for Simulating Free Surface Flows". Journal of Computational Physics, 122(2), 367-379.
• Mashayek, F., & Ashgriz, N. (1995). "A hybrid finite-element-volume-of-fluid method for simulating free surface flows and interfaces". International Journal for Numerical Methods in Fluids, 20(12), 1363-1380.
• Mashayek, F., & Ashgriz, N. (1995). "Advection of axisymmetric interfaces by the volume-of-fluid method". International Journal for Numerical Methods in Fluids, 20(12), 1337-1361.
• Mashayek, F., & Ashgriz, N. (1995). "Instability of liquid coatings on cylindrical surfaces". Physics of Fluids, 7(9), 2143-2153.
• Mashayek, F., & Ashgriz, N. (1995). "Nonlinear instability of liquid jets with thermocapillarity". Journal of Fluid Mechanics, 283, 97-123.
• Mashayek, F., & Ashgriz, N. (1994). "Solid-propellant grain design by an interface reconstruction scheme". Journal of Spacecraft and Rockets, 31(5), 908-910.
• Mashayek, F., & Ashgriz, N. (1993). "A height-flux method for simulating free surface flows and interfaces". International Journal for Numerical Methods in Fluids, 17(12), 1035-1054.

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.
• Kashir, B., Kashir, B., Perri, A., Perri, A., Sankaran, A., Sankaran, A., Staszel, C., Staszel, C., Yarin, A., Yarin, A., Mashayek, F., & Mashayek, F. (2016, nov). "A numerical study on liquid charging inside electrostatic atomizers". In APS Division of Fluid Dynamics Meeting Abstracts.
• Sankaran, A., Staszel, C., Kashir, B., Perri, A., Mashayek, F., & Yarin, A. (2016, nov). "Electrostatic atomization: Effect of electrode materials on electrostatic atomizer performance". In APS Division of Fluid Dynamics Meeting Abstracts.
• Asayesh-Ardakani, H., Nie, A., Marley, P. M., Zhu, Y., Phillips, P. J., Singh, S., Mashayek, F., Sambandamurthy, G., Low, K., Klie, R. F., Banerjee, S., Odegard, G. M., & Shahbazian-Yassar, R. (2015, aug). "Atomic Resolution Study of W-Doped VO2 Nanowires". In Microscopy and Microanalysis, 21, 991-992.
• Asayesh-Ardakani, H., Nie, A., Mashayek, F., Klie, R. F., & Shahbazian-Yassar, R. (2015, aug). "In situ TEM Observation of Lithiation and Sodiation Process of ZnO Nanowire". In Microscopy and Microanalysis, 21, 1371-1372.
• Ghiasi, Z., Li, D., Komperda, J., & Mashayek, F. (2015, nov). "Large Eddy Simulation of Supersonic Cold Flow in Ramp-Cavity Combustor with Fuel Injector". In APS Division of Fluid Dynamics Meeting Abstracts.
• Asayesh-Ardakani, H., Nie, A., Marley, P. M., Singh, S., Philips, P. J., Mashayek, F., Sambandamurthy, G., Low, K., Klie, R. F., Banerjee, S., Odegard, G. M., & Shahbazian-Yassar, R. (2014, aug). "Atomic Resolution Study of Local Strains in Doped VO2 Nanowires". In Microscopy and Microanalysis, 20, 1074-1075.
• Chaudhuri, A., Abbassi, H., Jacobs, G. B., & Mashayek, F. (2014, nov). "On the use of entropy viscosity based high order discontinuous spectral element method for capturing shocks". In APS Division of Fluid Dynamics Meeting Abstracts.
• Ghiasi}, Z., Komperda, J., Li, D., Mashayek, F., Ghiasi}, Z., Team, {., Komperda, J., Li, D., Mashayek, F., & Team, {. (2014, nov). "Simulation of Supersonic Reactive Flow in Ramped Cavity Combustor with Fuel Injector". In APS Division of Fluid Dynamics Meeting Abstracts.
• Ghiasi, Z., Mashayek, F., & Komperda, J. (2013, nov). "Simulation of Reacting Flow with a Discontinuous Spectral Element Method". In APS Division of Fluid Dynamics Meeting Abstracts.
• Nie, A., Gan, L., Cheng, Y., Ardakani, H., Li, Q., Dong, C., Tao, R., Mashayek, F., Wang, H., Schwingenschlogl, U., Klie, R., & Shahbazian-Yassar, R. .. (2013, aug). "Atomic-Scale Observation of Lithiation Reaction Front in Single SnO2 Nanowire". In Microscopy and Microanalysis, 19, 482-483.
• Hedayat, A., Khounsary, A., & Mashayek, F. (2012, oct). "Thermo-mechanical properties of silicon, germanium, diamond, beryllium and silicon carbide for high heat load x-ray optics applications". In Advances in X-Ray/EUV Optics and Components VII, 8502.
• Kanchi, H., Sengupta, K., Jacobs, G., & Mashayek, F. (2009, nov). "Large-eddy simulation of compressible flow over a backward-facing step using a spectral multidomain method". In APS Division of Fluid Dynamics Meeting Abstracts, 62.
• Sengupta, K., Jacobs, G., & Mashayek, F. (2008, nov). "Large-eddy simulation of particle-laden flow over a backward-facing step using a spectral multidomain method". In APS Division of Fluid Dynamics Meeting Abstracts, 61.
• Davoudabadi, M., Rovagnati, B., & Mashayek, F. (2007, nov). "Modeling of small dust Coulomb crystals in PECVD reactors". In APS Division of Plasma Physics Meeting Abstracts, 49.
• Rovagnati, B., Davoudabadi, M., Lapenta, G., & Mashayek, F. (2007, nov). "PIC-MCC study of particle charging in a collisional flowing plasma". In APS Division of Plasma Physics Meeting Abstracts, 49.
• Sengupta, K., Jacobs, G., & Mashayek, F. (2007, nov). "Large eddy simulation using a multidomain spectral method". In APS Division of Fluid Dynamics Meeting Abstracts, 60.
• Rovagnati, B., Lapenta, G., & Mashayek, F. (2006, oct). "Modeling of grain surface modification in low pressure plasma via PIC algorithm". In APS Division of Plasma Physics Meeting Abstracts, 48.
• Jacobs, G., Kopriva, D., & Mashayek, F. (2005, nov). "Turbulent subsonic particle-laden flow over an open backward-facing step with and without countercurrent shear at Re=3000". In APS Division of Fluid Dynamics Meeting Abstracts, 58.
• Shotorban, B., & Mashayek, F. (2005, nov). "Implementation of Defiltering Techniques in Large-eddy Simulation of Particle-laden Turbulent Flows". In APS Division of Fluid Dynamics Meeting Abstracts, 58.
• Gao, Z., & Mashayek, F. (2003, nov). "Stochastic Modeling of Evaporating Droplets Dispersion in Turbulent Flows". In APS Division of Fluid Dynamics Meeting Abstracts, 56.
• Mashayek, F., & Pandya, R. (2002, nov). "Two-Fluid Large-Eddy Simulation Approach for Two-Phase Turbulent Flows.". In APS Division of Fluid Dynamics Meeting Abstracts, 55.
• Mashayek, F., & Pandya, R. (2001, nov). "Non-Isothermal Two-Phase Turbulent flows: Kinetic Approach and Direct Numerical Simulation.". In APS Division of Fluid Dynamics Meeting Abstracts, 54.
• Mashayek, F., & Pandya, R. (2000, nov). "PDF Modeling of Evaporating Droplets in Isotropic Turbulence.". In APS Division of Fluid Dynamics Meeting Abstracts, 53.
• Lau, B. S., & Mashayek, F. (1998, nov). "Drop Oscillations with Thermocapillary Effects". In APS Division of Fluid Dynamics Meeting Abstracts.
• Mashayek, F. (1998, nov). "Statistics in Two-Phase Reacting Homogeneous Shear Turbulence". In APS Division of Fluid Dynamics Meeting Abstracts.
• Mashayek, F., & Mashayek, F. (1997, nov). "Direct Numerical Simulation of Two-Phase Turbulent Reacting Flow". In APS Division of Fluid Dynamics Meeting Abstracts.
• Taulbee, D. B., & Mashayek, F. (1997, nov). "A Solution to the Modeled Reynolds Stress Transport Equation and Algebraic Stress Models". In APS Division of Fluid Dynamics Meeting Abstracts.
• Mashayek, F., Mashayek, F., Givi, P., & Givi, P. (1996, nov). "Direct Numerical Simulation of Evaporating Droplet Dispersion in Low Mach Number Shear Turbulence". In APS Division of Fluid Dynamics Meeting Abstracts.
• Taulbee, D., Mashayek, F., & Givi, P. (1996, nov). "Direct Numerical Simulation and Reynolds Stress Modeling of Particle-Laden Homogeneous Turbulent Shear Flows". 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.