Mirjalili, S. (2025). Machine learning for dimensionality reduction and subgrid modeling in multiphase flows. Special Fluid Mechanics Seminar, Stanford University, CA.
Cutforth, M., and Mirjalili, S. (2025). Autoencoders for reconstructing interfacial multiphase flows. 1st International Symposium on AI and Fluid Mechanics, Chania, Greece. Event Link
Mirjalili, S. (2025). Unraveling complex multiphase flow problems via high-fidelity simulations, asymptotic techniques, and machine learning. FLOW Annual Meeting, Stockholm, Sweden. Event Link
Mirjalili, S., Cundy, C., Laurent, C., Ermon, S., Iaccarino, G., and Mani, A. (2024). Machine learning models for unresolved capillary effects in multiphase flows. 77th Annual Meeting of the American Physical Society, Division of Fluid Dynamics, Salt Lake City, UT.
Brown, R., Mirjalili, S., Khanwale, M., Ganapathysubramanian, B., and Mani, A. (2024). A novel mass-conserving contact line boundary condition for conservative second-order phase-field models. 77th Annual Meeting of the American Physical Society, Division of Fluid Dynamics, Salt Lake City, UT.
Collis, H., Mirjalili, S., Khanwale, M., Iaccarino, G., and Mani, A. (2024). A robust high order framework for compressible multi-phase multi-component flows with interface regularization, phase change, and spray modeling. 77th Annual Meeting of the American Physical Society, Division of Fluid Dynamics, Salt Lake City, UT.
Huang, Z., Mirjalili, S., Khanwale, M., Jain, S., and Johnsen, E. (2024). Investigation of different Phase-Field models in compressible multiphase flows under a unified high-order and bound-preserving framework. 77th Annual Meeting of the American Physical Society, Division of Fluid Dynamics, Salt Lake City, UT.
Long, D., Mukherjee, A., Salimi, S., Brown, L., Collis, H., Mirjalili, S., Jain, S., Brandt, L., and Schulze-Netzer, C. (2024). A diffuse-interface formulation for melting and vaporization of plastics. 77th Annual Meeting of the American Physical Society, Division of Fluid Dynamics, Salt Lake City, UT.
Mirjalili, S. (2024). Predictions of multiphase flows using high-fidelity simulations, asymptotic techniques, and machine learning. Department of Mechanical Engineering Special Seminar, University of Maryland, College Park, MD.
Mirjalili, S. (2024). Integrated Simulations of Compressible Multiphase Flows Using Diffuse Interface Methods and Data-Driven Spray Models. SIAM Conference on Parallel Processing for Scientific Computing, Baltimore, MD. Event Link
Mirjalili, S. (2024). Understanding Multiphase Flows via High-Fidelity Simulations, Asymptotics, and Machine Learning. Mechanical Engineering Seminar, Stevens Institute of Technology, Hoboken, NJ.
Mirjalili, S. (2024). Unraveling a complex multiphase flow problem in oceanic environments using simulations and analysis. MEMS Seminar, Washington University in St. Louis, St. Louis, MO. Event Link
Mirjalili, S. (2024) Toward ignition modeling in LMRC. Thermal & Fluid Sciences Affiliates Program Conference, Stanford University, Stanford, CA. Event Link
Mirjalili, S. (2024). Unraveling the Mechanics of Liquid-Liquid Impacts: A Computational Window Into Micro-Bubble Entrapment in Oceans. Ocean Engineering Seminar Series, University of California, Berkeley, CA. Event Link
Mirjalili, S., Mani, A., and Iaccarino, G. (2023). Assessing the feasibility of bypassing spray models in high-speed liquid jet atomization. 76th Annual Meeting of the American Physical Society, Division of Fluid Dynamics, Washington, DC.
Khanwale, M. A., Mirjalili, S., Ganapathysubramanian, B., and Mani, A. (2023). Consistent modeling of scalar transport coupled with two-phase flows using phase-field models. 76th Annual Meeting of the American Physical Society, Division of Fluid Dynamics, Washington, DC.
Brown, R. L., Mirjalili, S., Khanwale, M. A., Ganapathysubramanian, B., and Mani, A. (2023). A novel mass-conserving contact line boundary condition for second-order phase-field models. 76th Annual Meeting of the American Physical Society, Division of Fluid Dynamics, Washington, DC.
Cundy, C. J., Mirjalili, S., Laurent, C., Ermon, S., and Mani, A. (2023). A Physics-Informed Machine Learning Approach for Predicting Atomized Drop Distributions in Liquid Jet Simulations. 76th Annual Meeting of the American Physical Society, Division of Fluid Dynamics, Washington, DC.
Collis, H., Bezgin, D., Mirjalili, S., and Mani, A. (2023). Robust implementation of the four equation model for compressible two-phase flows using ENO-type schemes and application to simulation of "cold" combustors. 76th Annual Meeting of the American Physical Society, Division of Fluid Dynamics, Washington, DC.
Bezgin, D., Collis, H., Mirjalili, S., Mani, A., and Adams, N. (2023). Analysis of interfacial sharpening techniques for upwind-biased shock- and interface-capturing methods in diffuse interface simulations of shock-dominated compressible two-phase flows. 76th Annual Meeting of the American Physical Society, Division of Fluid Dynamics, Washington, DC.
Mirjalili, S.*, Cundy, C.*, Ermon, S., Iaccarino, G., and Mani, A. (2023). Machine learning for secondary atomization. Workshop on Compressible Multiphase Flows, Stanford, CA. Event Link
Mirjalili, S., Khanwale, M., Mani, A. (2023). Consistent modeling of scalar transport in multiphase flows using conservative phase field methods, Thermal & Fluid Sciences Affiliates Program Conference, Stanford University, Stanford, CA.
Pelanti, M., Scapin, N., Brandt, L., Chan, W. H. R., Jain, S. S., and Mirjalili, S. (2023). A mass-conserving pressure-based method for compressible two-phase flows with phase change and wetting effects. 11th International Conference on Multiphase Flow, ICMF 2023, Kobe, Japan, April 2–7, 2023. Event Link
Mirjalili, S. (2023). Solving a multi-stage multi-scale multiphase flow problem in oceanic environments using high-fidelity simulations and analysis. Department of Mechanical Engineering, University of Connecticut, Storrs, CT.
Mirjalili, S. (2023). Unraveling the multi-stage evolution of thin gas films during liquid-liquid impact events via high-fidelity numerical simulations and theoretical analyses. George W. Woodruff School of Mechanical Engineering, Georgia Institute of Technology, Atlanta, GA. Event Link
Mirjalili, S., and Mani, A. (2022). A second-order phase field model for simulation of N-phase flows. 75th Annual Meeting of the American Physical Society, Division of Fluid Dynamics, Indianapolis, IN.
Collis, H., Mirjalili, S., Jain, S. S., and Mani, A. (2022). Assessment of WENO and TENO spatial discretizations for diffuse interface simulations of compressible two-phase flows, and their interplay with regularization terms. 75th Annual Meeting of the American Physical Society, Division of Fluid Dynamics, Indianapolis, IN.
Brown, R., Khanwale, M. A., Mirjalili, S., Ganapathysubramanian, B., and Mani, A. (2022). A contact line boundary condition for the second-order phase-field model. 75th Annual Meeting of the American Physical Society, Division of Fluid Dynamics, Indianapolis, IN.
Mirjalili, S., Taverniers, S., Collis, H., and Mani, A. (2021). A consistent artificial diffusivity model for capturing discontinuities in compressible flows using central spatial discretization. 74th Annual Meeting of the American Physical Society, Division of Fluid Dynamics, Phoenix, AZ. Event Link
Cundy, C.*, Mirjalili, S.*, Ermon, S., and Mani, A. (2021). Modeling secondary breakup in atomization processes via machine learning. 74th Annual Meeting of the American Physical Society, Division of Fluid Dynamics, Phoenix, AZ. Event Link
Brown, R., Mirjalili, S., and Mani, A. (2021). Assessment of the role of numerical errors in setting contact lines to motion in two-phase flow simulations. 74th Annual Meeting of the American Physical Society, Division of Fluid Dynamics, Phoenix, AZ. Event Link
Mirjalili, S.*, Cundy, C.*, Ermon, S., and Mani, A. (2021). Using machine learning to model secondary breakup events in atomization processes. Mechanistic Machine Learning and Digital Twins for Computational Science, Engineering and Technology (MMLDT-CSET 2021), San Diego, CA. Event Link
Mirjalili, S. (2021). A robust diffuse interface method for simulation of realistic two-phase flows. Fluid Mechanics Seminar, University of Illinois, Urbana-Champaign, IL. Event Link
Balaji, A., Mirjalili, S. & Mani, A. (2020). On fluid modeling of plasmas and connections to aqueous electrokinetics. 73rd Annual Meeting of the American Physical Society, Division of Fluid Dynamics, Chicago, IL. Event Link
Mirjalili, S., Jain, S. S. & Mani, A. (2020). A computational model for heat and mass transfer across interfaces in two-phase flows using phase field methods. 73rd Annual Meeting of the American Physical Society, Division of Fluid Dynamics, Chicago, IL. Event Link
Mirjalili, S. & Mani, A. (2019). Understanding micro-bubble generation in liquid-liquid impact events via numerical simulations. Cornell Fluids Seminar, Cornell University, Ithaca, NY. Event Link
Mirjalili, S. & Mani, A. (2019). A novel diffuse interface method for two-phase flows. CTR tea seminar, Stanford University, Stanford, CA. Event Link
Balaji, A., Mirjalili, S. & Mani, A. (2019). AC Electrokinetics in the Limits of Extremely High Voltage and Ion-Asymmetry. 72nd Annual Meeting of the American Physical Society, Division of Fluid Dynamics, Seattle, WA. Event Link
Mirjalili, S. & Mani, A. (2019). Understanding thin air film entrapment in drop-pool impact events via numerical simulations. 72nd Annual Meeting of the American Physical Society, Division of Fluid Dynamics, Seattle, WA. Event Link
Mirjalili, S., Chan, W. H. R. & Mani, A. (2018). A numerical study of retracting thin gas films and their role in micro-bubble entrainment. 71st Annual Meeting of the American Physical Society, Division of Fluid Dynamics, Atlanta, GA. Event Link
Mirjalili, S., Ivey, C. & Mani, A. (2017). Boundedness proof for a conservative phase-field method discretized by central finite differences. 70th Annual Meeting of the American Physical Society, Division of Fluid Dynamics, Denver, CO. Abstract
Chan, W. H. R., Mirjalili, S., Urzay, J., Mani, A. & Moin, P. (2017). Formulating a subgrid-scale breakup model for microbubble generation from interfacial collisions. 70th Annual Meeting of the American Physical Society, Division of Fluid Dynamics, Denver, CO. Abstract
Mirjalili, S., Ivey, C. B. & Mani, A. (2016). Cost and accuracy comparison between the diffuse interface method and the geometric volume of fluid method for simulating two-phase flows. 69th Annual Meeting of the American Physical Society, Division of Fluid Dynamics, Portland, OR.
Mirjalili, S., Iaccarino, G. & Mani, A. (2015). Uncertainty Quantification on Entrapped Air in Droplet Impact Events. 68th Annual Meeting of the American Physical Society, Division of Fluid Dynamics, Boston, MA.
Mirjalili, S. & Mani, A. (2014). Thin sheet break-up in droplet-pool impact events. 67th Annual Meeting of the American Physical Society, Division of Fluid Dynamics, San Francisco, CA.
Le Chenadec, V. , Mirjalili, S., Mortazavi, M. & Mani, A. (2014). Strategies for the analysis of complex interface topologies in turbulent two-phase ows. 67th Annual Meeting of the American Physical Society, Division of Fluid Dynamics, San Francisco, CA.
Mirjalili, S. & Mani, A. (2013). Numerical investigation of air film breakup and micro-bubble formation in liquid-liquid impact events. 66th Annual Meeting of the American Physical Society, Division of Fluid Dynamics, Pittsburgh, PA.
Mirjalili, S. & Mani, A. (2013). Numerical investigation of air film breakup and micro-bubble formation in liquid-liquid impact events. 66th Annual Meeting of the American Physical Society, Division of Fluid Dynamics, Pittsburgh, PA.
Mirjalili, S. & Mani, A. (2012). Numerical investigation of microbubble formation in liquid-liquid impact events. 65th Annual Meeting of the American Physical Society, Division of Fluid Dynamics, San Diego, CA.