Natural convection heat transfer in an inclined square enclosure filled with a porous medium saturated by nanofluid using Buongiorno’s mathematical model SY Motlagh, S Taghizadeh, H Soltanipour Advanced Powder Technology 27 (6), 2526-2540, 2016 | 50 | 2016 |
Turbulence closure modeling with data-driven techniques: physical compatibility and consistency considerations S Taghizadeh, FD Witherden, SS Girimaji New Journal of Physics 22 (9), 093023, 2020 | 49 | 2020 |
Heat transfer and entropy generation of laminar mixed convection in an inclined lid driven enclosure with a circular porous cylinder S Taghizadeh, A Asaditaheri International Journal of Thermal Sciences 134, 242-257, 2018 | 31 | 2018 |
POD analysis of low Reynolds turbulent porous channel flow SY Motlagh, S Taghizadeh International Journal of Heat and Fluid Flow 61, 665-676, 2016 | 21 | 2016 |
Turbulence closure modeling with data-driven techniques: Investigation of generalizable deep neural networks S Taghizadeh, FD Witherden, YA Hassan, SS Girimaji Physics of fluids 33 (11), 2021 | 15 | 2021 |
Proper orthogonal decomposition analysis of turbulent cryogenic liquid jet injection under transcrtical and supercritical conditions S Taghizadeh, D Jarrahbashi Proceddings of the 2018 International Conference on Liquid Atomization …, 2018 | 14 | 2018 |
Proper orthogonal decomposition analysis of turbulent cryogenic liquid jet injection under transcritical and supercritical conditions S Taghizadeh, D Jarrahbashi Atomization and Sprays, 2018 | 14 | 2018 |
Piloted liquid spray flames: a numerical and experimental study Y Wang, S Taghizadeh, AS Karichedu, WD Kulatilaka, D Jarrahbashi Combustion Science and Technology, 2019 | 9 | 2019 |
Optimization and analysis of a heat exchanger with encapsulated phase change material A Karmakar, Y Kanani, A Bhattacharya, S Acharya, S Taghizadeh, K Ling Journal of Thermophysics and Heat Transfer 33 (4), 1161-1175, 2019 | 5 | 2019 |
Large Eddy Simulation of Heat Transfer Over In-Line Flat-Tube Array in Laminar and Turbulent Flows S Taghizadeh, S Acharya, K Ling, Y Kanani, X Ge Heat Transfer Summer Conference 57885, V001T09A009, 2017 | 1 | 2017 |
A 3D Computational Fluid Dynamics and Acoustics Simulation Approach for Noise Mitigation Prediction in Gerotor Pumps S Taghizadeh, KC Ng, J Horen, S Dhar SAE Technical Paper, 2024 | | 2024 |
Toward Turbulence Closure Modeling with Data–Driven Techniques S Taghizadeh Texas A&M University, 2023 | | 2023 |
Data-driven closure modeling for scale resolving PANS simulations in flows with coherent structures S Taghizadeh, S Girimaji, F Witherden Bulletin of the American Physical Society 67, 2022 | | 2022 |
Turbulence closure modeling with data-driven techniques: Influence of neural network hyperparameters and training procedure on generalizability S Taghizadeh, F Witherden, Y Hassan, S Girimaji arXiv e-prints, arXiv: 2102.01487, 2021 | | 2021 |
Turbulence closure modeling with machine-learning methods: Influence of choice of neural network and training procedure S Taghizadeh, Y Hassan, F Witherden, S Girimaji APS Division of Fluid Dynamics Meeting Abstracts, S01. 031, 2020 | | 2020 |
Dynamical System Analysis of Data-Driven Turbulence Models S Taghizadeh, F Witherden, S Girimaji APS Division of Fluid Dynamics Meeting Abstracts, Q17. 002, 2019 | | 2019 |
Proper Orthogonal Decomposition Analysis of Turbulent Cryogenic Liquid Jet Injection Under Transcritical Conditions D Jarrahbashi, S Taghizadeh APS Division of Fluid Dynamics Meeting Abstracts, NP05. 131, 2019 | | 2019 |
Numerical and Experimental Study of Piloted Liquid Spray Flames D Jarrahbashi, Y Wang, S Taghizadeh, W Kulatilaka APS Division of Fluid Dynamics Meeting Abstracts, A06. 003, 2019 | | 2019 |
Deep Learning for Turbulence Modeling; On the Importance of the Identifying the Appropriate Features S Taghizadeh, S Girimaji ECCOMAS MSF 2019 THEMATIC CONFERENCE, SARAJEVO, BOSNIA-HERZEGOVINA, 2019 | | 2019 |
An Experimental and Modeling Study of CO Formation in Piloted Liquid Spray Flames Y Wang, S Taghizadeh, D Jarrahbashi, W Kulatilaka Spring Technical Meeting, Central States Section, The Combustion Institute …, 2018 | | 2018 |