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Salar Taghizadeh
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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
502016
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
492020
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
312018
POD analysis of low Reynolds turbulent porous channel flow
SY Motlagh, S Taghizadeh
International Journal of Heat and Fluid Flow 61, 665-676, 2016
212016
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
152021
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
142018
Proper orthogonal decomposition analysis of turbulent cryogenic liquid jet injection under transcritical and supercritical conditions
S Taghizadeh, D Jarrahbashi
Atomization and Sprays, 2018
142018
Piloted liquid spray flames: a numerical and experimental study
Y Wang, S Taghizadeh, AS Karichedu, WD Kulatilaka, D Jarrahbashi
Combustion Science and Technology, 2019
92019
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
52019
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
12017
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
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Articles 1–20