I enjoy working on numerical modeling, numerical simulations, and scientific computing of various computational fluid dynamics problems. My research interests and previous experiences involve working on the following topics:
- Computational combustion
- Large-eddy simulation
- Spray modeling
- Scientific computing; open-source software development
- Data-driven reduced order modeling; dynamic mode decomposition; proper orthogonal decomposition with interpolation
- Dimensionality reduction in parameter space using active subspaces
- Smoothed Particle Hydrodynamics; mesh-free particle methods; molecular dynamics
- CFD applications relevant to marine shipping, diesel sprays; engine combustion, propeller shape optimization; propeller hydro-acoustics; aerodynamic perforated plates; passive control of shock-wave boundary layer interaction
- [Dec 2018 — Apr 2023] D.Sc., Aalto University School of Engineering
- Computational fluid dynamics studies on spray assisted combustion of alternative energy carriers
- [Sep 2015 — Nov 2017] M.Sc., MathMods Erasmus Mundus Double Master's Degree in Mathematical Modelling in Engineering
- Semester-1: Theory. Location: University of L'Aquila, Italy.
- Semester-2: Numerics. Location: University of Hamburg, Germany.
- Semester-3: Applications (Material Science). Location: Gdansk University of Technology, Poland.
- Semester-4: Thesis. Location: Institute of Fluid Flow Machinery, Polish Academy of Sciences, Poland.
- SPH Modelling of Heat and Mass Transfer in Microchannel Incompressible Flow.
- M.Sc. in Mathematical Engineering.
- M.Sc. in Technical Physics. Specialization Advanced Computational Methods in Material Science.
- [Sep 2010 — Jul 2014] B.Sc., Alexandria University Faculty of Engineering
- Year 1: Engineering Mathematics and Physics Department. — Syllabus
- Years 2 – 5: Mechanical Engineering Department. — Syllabus (p.34)
Thesis Topic:
Thesis Topic:
Summer schools
- [21 Jun — 25 Jun, 2021] Princeton-Combustion Institute Summer School on Combustion.
- [8 Jul — 12 Jul, 2019] Reduced Order Methods in Computational Fluid Dynamics.
Featured coursework
- [2021] Chalmers - CFD with OpenSource software
- [2021] Programming Parallel Computers
- [2021] Software Engineering
- [2021] Deep Learning with Python
- [2020] Machine Learning with Python
- [2020] Object oriented programming with C++
- [2020] CERFACS - Fundamentals of Turbulent Combustion
- [2019] Numerical Modeling of Multiphase Flows
- [2019] Spray Combustion Modeling
- [2019] Direct numerical simulation (DNS) in Matlab
- [2019] Computational Fluid Dynamics
- [2016/17] Classical simulations with particles
- [2016/17] Quantum simulations with particles
- [2016/17] Computer modelling and design of materials
- [2016/17] Continuum and discrete-continuum modelling
- [2015/16] Algorithms and Data structures
- [2015/16] Numerical approximations of PDEs by finite-differences and finite-volumes
- [2015/16] Galerkin methods
- [2015/16] Advanced optimization
- [2015/16] Fluid dynamics
- [2015/16] Applied PDEs
- [2015/16] Dynamical systems and bifurcation theory
- [2015/16] Real and functional analysis
- [2015/16] Control systems
- [2014] Industrial fluid mechanics; hydraulic circuits; hydraulic machines
- [2014] Environment and energy; thermal power plants; design of thermal equipment
- [2014] Refrigeration & air conditioning
- [2013] Gas dynamics; heat transfer
- [2012/13] Mechanical design 1, 2, 3
- [2012/13] Fundamentals of combustion engineering; internal combustion engines
- [2012/13] Thermodynamics 1, 2
- [2012/13] Fluid mechanics 1, 2; fundamentals and measurements of heat & fluid flow
- [2012] Electric power and electronics; electric machines engineering
- [2012/11] Mechanics of machinery 1, 2
- [2012/11] MATLAB; CAMD; BASIC
- [2012/11/10] Mathematics 1, 2, 3, 4, 5
- [2011/10] Mechanics 1, 2, 3, 4
- [2010] Physics 1, 2
[Aug 2022 — present] Wärtsilä Finland Oy
- Title and affiliation: Combustion and CFD Expert at Wärtsilä R&D, Sustainable Technology Hub, Thermofluids & Simulations team.
- Responsibilities:
- Method development for combustion modeling of future fuels.
- Internal Combustion Engine simulations using opensource software.
[Dec 2018 — Jul 2022] Aalto University School of Engineering
- Title and affiliation: Doctoral Researcher at Energy Conversion and Systems research unit, team of high-performance CFD.
- Responsibilities: Research and teaching duties.
- Research Deliverables (main articles):
- M. Gadalla, S. Karimkashi, I. Kabil, O. Kaario, T. Lu, V. Vuorinen, Embedded direct numerical simulation of ignition kernel evolution and flame initiation in dual-fuel spray assisted combustion. Combustion and Flame, 259, 113172 (2024).
- M. Gadalla. Implementation of Analytical Jacobian and Chemical Explosive Mode Analysis (CEMA) in OpenFOAM. Proceedings of CFD with OpenSource Software, edited by H. Nilsson(2021).
- M. Gadalla, J. Kannan, B. Tekgül, S. Karimkashi, O. Kaario, V. Vuorinen, Large-eddy simulation of tri-fuel combustion: Diesel spray assisted ignition of methanol-hydrogen blends. International Journal of Hydrogen Energy, 46, 41. pp. 21687—21703 (2021).
- S. Karimkashi, M. Gadalla, J. Kannan, B. Tekgül, O. Kaario, V. Vuorinen, Large-eddy simulation of diesel pilot spray ignition in lean methane-air and methanol-air mixtures at different ambient temperatures. International Journal of Engine Research, 24(3). pp. 965—981 (2022).
- M. Gadalla, J. Kannan, B. Tekgül, S. Karimkashi, O. Kaario, V. Vuorinen, Large-Eddy Simulation of ECN Spray A: Sensitivity Study on Modeling Assumptions. Energies, 13, 3360. Special Issue Advanced Modeling and Experimental Methods for Engine Combustion Analysis. (2020).
[Nov 2017 — Nov 2018] International School for Advanced Studies (SISSA)
- Title and affiliation: Research fellow at mathLab research group. P.I. Prof. Gianluigi Rozza.
- Project: PRELICA: Advanced Methodologies for Hydro-acoustic Design of Naval Propulsion, funded by Friuli Venezia Giulia regional government. PRELICA aims at achieving shape optimization of marine propellers to reduce acoustic emissions and to increase the efficiency without altering thrust.
- Responsibilities:
- Pre-processing: developing software tools for CAD geometrical parameterization and bottom-up construction of propeller blades.
- Post-processing: apply data-driven reduced order approaches for high-fidelity (LES) CFD hydro-acoustic data.
- Deliverables:
- https://pptc-app.herokuapp.com: Web-app interface for PPTC blade morphing.
- https://github.com/mathLab/BladeX: BladeX Python package for geometrical parametrization and bottom-up construction of propeller blades.
- A. Mola, M. Tezzele, M. Gadalla, F. Valdenazzi, D. Grassi, R. Padovan, G. Rozza. Efficient Reduction in Shape Parameter Space Dimension for Ship Propeller Blade Design. In MARINE VIII : proceedings of the VIII International Conference on Computational Methods in Marine Engineering. pp. 201—212 (2019).
- M. Tezzele, N. Demo, M. Gadalla, A. Mola, G. Rozza. Model Order Reduction by means of Active Subspaces and Dynamic Mode Decomposition for Parametric Hull Shape Design Hydrodynamics. In Technology and Science for the Ships of the Future: Proceedings of NAV 2018: 19th International Conference on Ship and Maritime Research. pp. 569—576 (2018).
- M. Gadalla, M. Cianferra, M. Tezzele, G. Stabile, A. Mola, G. Rozza. On the comparison of LES data-driven reduced order approaches for hydroacoustic analysis. Computers & Fluids, 216, 104819 (2021).
- Extra news:
CEMAFoam
BladeX
Web application
Contributions to
DLBFoam
ITHACA-FV
Embedded direct numerical simulation of ignition kernel evolution and flame initiation in dual-fuel spray assisted combustion (2024)
Combustion and Flame, 259, 113172 @article{Gadalla2024,
title = {Embedded direct numerical simulation of ignition kernel evolution and flame initiation in dual-fuel spray assisted combustion},
volume = {259},
ISSN = {0010-2180},
url = {http://dx.doi.org/10.1016/j.combustflame.2023.113172},
DOI = {10.1016/j.combustflame.2023.113172},
journal = {Combustion and Flame},
publisher = {Elsevier BV},
author = {Gadalla, Mahmoud and Karimkashi, Shervin and Kabil, Islam and Kaario, Ossi and Lu, Tianfeng and Vuorinen, Ville},
year = {2024},
month = jan,
pages = {113172}
}
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Computational fluid dynamics studies on spray assisted combustion of alternative energy carriers (2023)
Aalto University @phdthesis{Gadalla2023,
title={{Computational fluid dynamics studies on spray assisted combustion of alternative energy carriers}},
author={Gadalla, Mahmoud},
year={2023},
language={English},
pages={94 + app. 128},
publisher={Aalto University},
school={School of Engineering},
type={Doctoral thesis},
keywords={computational combustion, large-eddy simulation, diesel spray, ignition, flame initiation, alternative fuels, methane, methanol, hydrogen},
isbn={978-952-64-1207-8 (electronic), 978-952-64-1206-1 (printed)},
series={Aalto University publication series DOCTORAL THESES; 44/2023},
issn={1799-4942 (electronic), 1799-4934 (printed), 1799-4934 (ISSN-L)},
url={http://urn.fi/URN:ISBN:978-952-64-1207-8}
}
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Numerical evidence on deflagration fronts in a methane/n-dodecane dual-fuel shear layer under engine relevant conditions (2023)
Fuel, 344, 128100 @article{Kannan2023,
doi = {10.1016/j.fuel.2023.128100},
url = {https://doi.org/10.1016/j.fuel.2023.128100},
year = {2023},
month = jul,
publisher = {Elsevier {BV}},
volume = {344},
pages = {128100},
author = {Jeevananthan Kannan and Shervin Karimkashi and Mahmoud Gadalla and Ossi Kaario and Ville Vuorinen},
title = {Numerical evidence on deflagration fronts in a methane/n-dodecane dual-fuel shear layer under engine relevant conditions},
journal = {Fuel}
}
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Implementation of Analytical Jacobian and Chemical Explosive Mode Analysis (CEMA) in OpenFOAM (2021)
Proceedings of CFD with OpenSource Software, edited by H. Nilsson @inproceedings{Gadalla2022cema,
doi = {10.17196/OS_CFD#YEAR_2021},
year = {2021},
author = {Mahmoud Gadalla},
title = {{Implementation of Analytical Jacobian and Chemical Explosive Mode Analysis (CEMA) in OpenFOAM}},
booktitle={Proceedings of CFD with OpenSource Software},
editor={Nilsson, Hakan},
note={arXiv e-print, doi:10.48550/arXiv.2205.07416}
}
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Fast reactive flow simulations using analytical Jacobian and dynamic load balancing in OpenFOAM (2022)
Physics of Fluids 34 (2), 021801 @article{Morev2022,
doi = {10.1063/5.0077437},
url = {https://doi.org/10.1063/5.0077437},
year = {2022},
month = feb,
publisher = {{AIP} Publishing},
volume = {34},
number = {2},
pages = {021801},
author = {Ilya Morev and Bulut Tekg\"{u}l and Mahmoud Gadalla and Ali Shahanaghi and Jeevananthan Kannan and Shervin Karimkashi and Ossi Kaario and Ville Vuorinen},
title = {Fast reactive flow simulations using analytical Jacobian and dynamic load balancing in {OpenFOAM}},
journal = {Physics of Fluids},
}
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Large-eddy simulation of diesel pilot spray ignition in lean methane-air and methanol-air mixtures at different ambient temperatures (2022)
International Journal of Engine Research, 14680874211070368 @article{Karimkashi2022,
doi = {10.1177/14680874211070368},
url = {https://doi.org/10.1177/14680874211070368},
year = {2022},
month = jan,
publisher = {{SAGE} Publications},
pages = {146808742110703},
author = {Shervin Karimkashi and Mahmoud Gadalla and Jeevananthan Kannan and Bulut Tekg\"{u}l and Ossi Kaario and Ville Vuorinen},
title = {Large-eddy simulation of diesel pilot spray ignition in lean methane-air and methanol-air mixtures at different ambient temperatures},
journal = {International Journal of Engine Research}
}
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Large-eddy simulation of tri-fuel combustion: Diesel spray assisted ignition of methanol-hydrogen blends (2021)
International Journal of Hydrogen Energy, 46(41), 21687-21703 @article{Gadalla2021,
doi = {10.1016/j.ijhydene.2021.03.238},
url = {https://doi.org/10.1016/j.ijhydene.2021.03.238},
year = {2021},
month = jun,
publisher = {Elsevier {BV}},
volume = {46},
number = {41},
pages = {21687--21703},
author = {Mahmoud Gadalla and Jeevananthan Kannan and Bulut Tekg\"{u}l and Shervin Karimkashi and Ossi Kaario and Ville Vuorinen},
title = {Large-eddy simulation of tri-fuel combustion: Diesel spray assisted ignition of methanol-hydrogen blends},
journal = {International Journal of Hydrogen Energy}
}
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On the comparison of LES data-driven reduced order approaches for hydroacoustic analysis (2021)
Computers & Fluids, 216, 104819 @article{Gadalla2021,
doi = {10.1016/j.compfluid.2020.104819},
url = {https://doi.org/10.1016/j.compfluid.2020.104819},
year = {2021},
month = feb,
publisher = {Elsevier {BV}},
volume = {216},
pages = {104819},
author = {Mahmoud Gadalla and Marta Cianferra and Marco Tezzele and Giovanni Stabile and Andrea Mola and Gianluigi Rozza},
title = {On the comparison of {LES} data-driven reduced order approaches for hydroacoustic analysis},
journal = {Computers {\&}amp$\mathsemicolon$ Fluids}
}
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A load balanced chemistry model with analytical Jacobian for faster reactive simulations in OpenFOAM (2021)
European Combustion Meeting, Naples, 2021 (extended abstract) @article{Tekgul2021load,
title={A load balanced chemistry model with analytical Jacobian for faster reactive simulations in OpenFOAM},
author={Tekg{\"u}l, Bulut and Kahila, Heikki and Peltonen, Petteri and Gadalla, Mahmoud and Kaario, Ossi and Vuorinen, Ville},
journal={arXiv preprint arXiv:2112.05834},
url={https://arxiv.org/abs/2112.05834},
year={2021}
}
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Large-eddy simulation of tri-fuel ignition: diesel spray-assisted ignition of lean hydrogen-methane-air mixtures (2021)
Combustion Theory and Modelling 25 (3), 436-459 @article{Kannan2021,
doi = {10.1080/13647830.2021.1887525},
year = {2021},
month = feb,
publisher = {Informa {UK} Limited},
volume = {25},
number = {3},
pages = {436--459},
author = {Jeevananthan Kannan and Mahmoud Gadalla and Bulut Tekg\"{u}l and Shervin Karimkashi and Ossi Kaario and Ville Vuorinen},
title = {Large-eddy simulation of tri-fuel ignition: diesel spray-assisted ignition of lean hydrogen{\textendash}methane{\textendash}air mixtures},
journal = {Combustion Theory and Modelling},
}
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Large eddy simulation of diesel spray-assisted dual-fuel ignition: A comparative study on two n-dodecane mechanisms at different ambient temperatures (2021)
International Journal of Engine Research 22 (8), 2521-2532 @article{Kannan2020,
doi = {10.1177/1468087420946551},
url = {https://doi.org/10.1177/1468087420946551},
year = {2020},
month = aug,
publisher = {{SAGE} Publications},
volume = {22},
number = {8},
pages = {2521--2532},
author = {Jeevananthan Kannan and Mahmoud Gadalla and Bulut Tekg\"{u}l and Shervin Karimkashi and Ossi Kaario and Ville Vuorinen},
title = {Large eddy simulation of diesel spray{\textendash}assisted dual-fuel ignition: A comparative study on two $\less$i$\greater$n$\less$/i$\greater$-dodecane mechanisms at different ambient temperatures},
journal = {International Journal of Engine Research}
}
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Large-eddy simulation of ECN Spray A: sensitivity study on modeling assumptions (2020)
Energies 13 (13), 3360 @article{Gadalla2020,
doi = {10.3390/en13133360},
url = {https://doi.org/10.3390/en13133360},
year = {2020},
month = jul,
publisher = {{MDPI} {AG}},
volume = {13},
number = {13},
pages = {3360},
author = {Mahmoud Gadalla and Jeevananthan Kannan and Bulut Tekg\"{u}l and Shervin Karimkashi and Ossi Kaario and Ville Vuorinen},
title = {Large-Eddy Simulation of {ECN} Spray A: Sensitivity Study on Modeling Assumptions},
journal = {Energies}
}
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Efficient Reduction in Shape Parameter Space Dimension for Ship Propeller Blade Design (2019)
MARINE VIII : proceedings of the VIII International Conference on Computational Methods in Marine Engineering @inproceedings{Mola2019marine,
Author = {Mola, Andrea and Tezzele, Marco and Gadalla, Mahmoud and Valdenazzi, Federica and Grassi, Davide and Padovan, Roberta and Rozza, Gianluigi},
Booktitle = {Proceedings of MARINE 2019: VIII International Conference on Computational Methods in Marine Engineering},
Editor = {Rickard Bensow and Jonas Ringsberg},
Pages = {201--212},
Title = {{Efficient Reduction in Shape Parameter Space Dimension for Ship Propeller Blade Design}},
Year = {2019}
}
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BladeX: python blade morphing (2019)
Journal of Open Source Software 4 (34), 1203 @article{Gadalla2019,
Author = {Gadalla, Mahmoud and Tezzele, Marco and Mola, Andrea and Rozza, Gianluigi},
Doi = {10.21105/joss.01203},
Journal = {The Journal of Open Source Software},
Number = {34},
Pages = {1203},
Title = {{BladeX: Python Blade Morphing}},
Volume = {4},
Year = {2019},
}
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Model order reduction by means of active subspaces and dynamic mode decomposition for parametric hull shape design hydrodynamics (2018)
Technology and Science for the Ships of the Future: Proceedings of NAV 2018: 19th International Conference on Ship and Maritime Research @inproceedings{Tezzele2018model,
Author = {Tezzele, Marco and Demo, Nicola and Gadalla, Mahmoud and Mola, Andrea and Rozza, Gianluigi},
Booktitle = {Technology and Science for the Ships of the Future: Proceedings of NAV 2018: 19th International Conference on Ship \& Maritime Research},
Doi = {10.3233/978-1-61499-870-9-569},
Pages = {569--576},
Publisher = {IOS Press},
Title = {{Model Order Reduction by Means of Active Subspaces and Dynamic Mode Decomposition for Parametric Hull Shape Design Hydrodynamics}},
Year = {2018},
Bdsk-Url-1 = {https://doi.org/10.3233/978-1-61499-870-9-569}}
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- [July 2022] Conference talk in the 17th OpenFOAM workshop 2022 in Cambridge university, with the title of "Local Numerical Microscopy of Dual-Fuel Spray Combustion". Download book of abstracts: here.
- [April 2022] Web talk in the IEA Combustion Agreement Fuel Spray Workshop 2022 with the title of "Local numerical microscopy of dual-fuel ECN Spray A: Ignition kernel propagation and premixed flame initiation"
- [May 2021] Participation in the 16th OpenFOAM workshop, co-authoring an abstract entitled "A dynamic load balancing model with analytical Jacobian for fast combustion simulations in OpenFOAM" with B. Tekgul, H. Kahila, P. Peltonen, O. Kaario, V. Vuorinen
- [May 2021] Web talk in the ECN 7.6 workshop with the title of "LES of tri-fuel combustion: diesel spray assisted ignition of methanol-hydrogen blends" (recording)
- [April 2021] Participation in ECM 2021, 10th European Combustion Meeting
- [August 2020] Web talk in the IEA Combustion Agreement Fuel Spray Workshop 2020 with the title of "LES of ECN Spray A: sensitivity study on modeling assumption"
- Founder of Torpedo robotics team for Remotely Operated underwater Vehicles (ROV). Out of 600 worldwide competitors (regional scale), Torpedo was ranked amongst the top 30 teams to compete in the international finals for many years: 2015, 2016, 2017, 2022. I have been actively involved during the years 2014 and 2015 as mentor and team senior.