Mahdi Pourbagian

K.N.Toosi University of Technology — IR

Engineering · Physical Sciences

9h-index307citations20works1.52yr avg
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Research Topics

Icing and De-icing Technologies(10), Smart Materials for Construction(8), Thermal Analysis in Power Transmission(6), Heat Transfer and Boiling Studies(3), Nanofluid Flow and Heat Transfer(2)

Publications20 total

POD-assisted Monte Carlo simulation for uncertainty and sensitivity analysis of thermohydraulic and geometric parameters of a helical heat exchanger
International Journal of Thermal Sciences·2025
Multi-objective optimization of passive material-based and active operational-based parameters in PCM-enhanced building envelopes
Energy Conversion and Management X·2025Open Access
Ensemble Transfer Learning for Rapid Fan Performance Prediction Across Configurations
International journal of computational fluid dynamics·2024
Enhanced predictive modeling of Nusselt number in boiler tubes: numerical simulations and machine learning for water and SiO2/water
Journal of Thermal Analysis and Calorimetry·2024· 6 cited
Off-design performance analysis of a radial fan using experimental, computational, and artificial intelligence approaches
European Journal of Mechanics - B/Fluids·2023· 9 cited
Numerical Optimization of Electrothermal Anti-icing and De-icing Systems via Reduced Order Models
2023· 1 cited
Numerical Optimization of Electrothermal Anti-Icing and De-icing Systems via Reduced Order Models
2023· 2 cited
Numerical investigation and deep learning-based prediction of heat transfer characteristics and bubble dynamics of subcooled flow boiling in a vertical tube
Korean Journal of Chemical Engineering·2022· 30 cited
Machine Learning in CFD
International journal of computational fluid dynamics·2022· 2 cited
A parametric study of subcooled flow boiling of Al<sub>2</sub>O<sub>3</sub>/water nanofluid using numerical simulation and artificial neural networks
Nanoscale and Microscale Thermophysical Engineering·2022· 30 cited
Super-resolution of low-fidelity flow solutions via generative adversarial networks
SIMULATION·2021· 8 cited
Constrained problem formulations for power optimization of aircraft electro-thermal anti-icing systems
Optimization and Engineering·2015· 36 cited
Aero-thermal optimization of in-flight electro-thermal ice protection systems in transient de-icing mode
International Journal of Heat and Fluid Flow·2015· 95 cited
On power optimization of aircraft electro-thermal anti-icing systems
Les Cahiers du GERAD·2014· 1 cited
Surrogate-Based Optimization of Electrothermal Wing Anti-Icing Systems
Journal of Aircraft·2013· 40 cited
On Optimal Design of Electro-Thermal In-Flight Ice Protection Systems
2013· 10 cited
CFD-Based Optimization of Electro-Thermal Wing Ice Protection Systems in De-Icing Mode
51st AIAA Aerospace Sciences Meeting including the New Horizons Forum and Aerospace Exposition·2013· 15 cited
Power and Design Optimization of Electro-Thermal Anti-Icing Systems via FENSAP-ICE
2012· 11 cited
A semi-coupled solution algorithm in aerodynamic inverse shape design
Inverse Problems in Science and Engineering·2011· 5 cited
Parametric Analysis of Energy Requirements of In-Flight Ice Protection Systems
2010· 6 cited

Frequent Co-authors

Wagdi G. Habashi(10), Erfan Eskandari(4), Hasan Alimoradi(3), Mehrzad Shams(3), Bastien Talgorn(2), Michael Kokkolaras(2), Sébastien Le Digabel(2), Kowsar Moradihaji(2), Majid Ghassemi(2), Ali Ashrafizadeh(2), S. Okhovat(1), G. D. Raithby(1), Paul D. Orkwis(1), Valid Neisi(1), Reza Derikvand(1)