Biography
Dr Muting Hao is a Research Fellow at the Oxford Thermofluid Institute (OTI), and an Associate Member of Faculty at the Department of Engineering, University of Oxford. Her research is focused on advancing fundamental computational fluid dynamics (CFD) and its application across multiple areas, with a particular emphasis on improving the efficiency of aviation technology, a crucial area for addressing current and future energy and pollution challenges worldwide. Dr Muting Hao came to Oxford and joined the CFD Methodology group in 2017. She received her Dphil degree in 2022, in Oxford Thermofluid Institute at the University of Oxford, where she specialised in numerical methods and conjugate heat transfer for film cooling of gas turbine, with sponsorship from Rolls-Royce. After that, she continued as Postdoctoral Researcher at OTI, working on high bypass ratio turbofan design under the UKRI scheme.
Her research has gained significant recognition in both industry and academia, culminating in prestigious awards such as the UKRI Computing Insight UK 2023 Jacky Pallas Award and The Osborne Reynolds 2024 Best Poster Award. Since 2024, she has been awarded a Career Development Research Fellow in Engineering at St John’s College in the University of Oxford. Over the years, her research has spanned a broad range of turbomachinery applications, including gas turbines, compressors, steam turbines, and nuclear reactor coolant pumps. Recently, she has focused on numerical methods for gas turbines, specifically: (1) LES on turbine cooling, (2) conjugate heat transfer, (3) high bypass ratio turbofan modelling and design optimisation, (4) turbulence and heat transfer analysis. (5) Machine learning in fluid dynamics.
Currently, Dr. Hao is engaged in cutting-edge research that integrates machine learning with fundamental fluid dynamics. She also continues research in collaboration with Rolls-Royce, developing solver design tools utilized by the aviation industry for both next-generation aircraft engine design and research.
Research Interests
Muting Hao’s research focuses on numerical methods in fluid dynamics, turbomachinery, turbine cooling, conjugate heat transfer, turbofan design, LES, turbulence, and heat transfer. Muting has so far studied unsteady flows in applications including gas turbines, compressors, stream turbines and nuclear reactor coolant pump. Muting will continue focus on aerospace CFD research and integrating machine learning with fluid dynamics.
Related Academics
Publications
Muting Hao and Luca di Mare, Heat transfer and budgets of turbulent heat flux in film cooling with fan-shaped and cylindrical holes,International Journal of Heat and Mass Transfer, Volume 217,(2023):124687. Muting Hao and Luca di Mare. ”Reynolds stresse
An improved time-marching throughflow method for transonic flow analysis in highly loaded axial compressors
Guan L, Ju Y, Hao M, Zhang X, Li Z et al. (2026), Aerospace Science and Technology, 178, 113166
BibTeX
@article{animprovedtimem-2026/11,
title={An improved time-marching throughflow method for transonic flow analysis in highly loaded axial compressors},
author={Guan L, Ju Y, Hao M, Zhang X, Li Z et al.},
journal={Aerospace Science and Technology},
volume={178},
pages={113166},
publisher={Elsevier},
year = "2026"
}
Multiscale Unsteady Conjugate Transfer via Modal Projection
Dréze Y, Hao M & di Mare L (2026), Journal of Computational Physics, 115424
BibTeX
@article{multiscaleunste-2026/9,
title={Multiscale Unsteady Conjugate Transfer via Modal Projection},
author={Dréze Y, Hao M & di Mare L},
journal={Journal of Computational Physics},
pages={115424},
publisher={Elsevier},
year = "2026"
}
A Novel High-Dimensional Model Representation Approach for Uncertainty Quantification of Centrifugal Compressors
Ge X, Ju Y, Zhang X, Hao M, Li Z et al. (2026), Aerospace Science and Technology, 113404
BibTeX
@article{anovelhighdimen-2026/8,
title={A Novel High-Dimensional Model Representation Approach for Uncertainty Quantification of Centrifugal Compressors},
author={Ge X, Ju Y, Zhang X, Hao M, Li Z et al.},
journal={Aerospace Science and Technology},
pages={113404},
publisher={Elsevier},
year = "2026"
}
Vortical–Potential Integrated Reduced-Order Solver for Non-Axisymmetric Turbomachinery Aerodynamics
Hao M, Kulkarni DY, Lad B & di Mare L (2026), Journal of Propulsion and Power, 1-16
BibTeX
@article{vorticalpotenti-2026/6,
title={Vortical–Potential Integrated Reduced-Order Solver for Non-Axisymmetric Turbomachinery Aerodynamics},
author={Hao M, Kulkarni DY, Lad B & di Mare L},
journal={Journal of Propulsion and Power},
pages={1-16},
publisher={American Institute of Aeronautics and Astronautics (AIAA)},
year = "2026"
}
An improved time-marching throughflow method for transonic flow analysis in highly loaded axial compressors
Guan L, Ju Y, Hao M, Zhang X, Li Z et al. (2026)
BibTeX
@misc{animprovedtimem-2026/,
title={An improved time-marching throughflow method for transonic flow analysis in highly loaded axial compressors},
author={Guan L, Ju Y, Hao M, Zhang X, Li Z et al.},
year = "2026"
}
A Novel High-Dimensional Model Representation Approach for Uncertainty Quantification of Centrifugal Compressors
Ge X, Ju Y, Zhang X, Hao M, Li Z et al. (2026)
BibTeX
@misc{anovelhighdimen-2026/,
title={A Novel High-Dimensional Model Representation Approach for Uncertainty Quantification of Centrifugal Compressors},
author={Ge X, Ju Y, Zhang X, Hao M, Li Z et al.},
year = "2026"
}
Heat transfer and turbulent heat flux budgets in cooling films
Hao M & di Mare L (2023), International Journal of Heat and Mass Transfer, 217
BibTeX
@article{heattransferand-2023/12,
title={Heat transfer and turbulent heat flux budgets in cooling films},
author={Hao M & di Mare L},
journal={International Journal of Heat and Mass Transfer},
volume={217},
year = "2023"
}
Reynolds stresses and turbulent heat fluxes in fan-shaped and cylindrical film cooling holes
Hao M & di Mare L (2023), International Journal of Heat and Mass Transfer, 214
BibTeX
@article{reynoldsstresse-2023/6,
title={Reynolds stresses and turbulent heat fluxes in fan-shaped and cylindrical film cooling holes},
author={Hao M & di Mare L},
journal={International Journal of Heat and Mass Transfer},
volume={214},
year = "2023"
}
Budgets of Reynolds stresses in film cooling with fan-shaped and cylindrical holes
Hao M & di Mare L (2023), Physics of Fluids
BibTeX
@article{budgetsofreynol-2023/3,
title={Budgets of Reynolds stresses in film cooling with fan-shaped and cylindrical holes},
author={Hao M & di Mare L},
journal={Physics of Fluids},
publisher={AIP Publishing},
year = "2023"
}
Divergence-free turbulent inflow data from realistic covariance tensor
Dreze Y, Hao M & di Mare L (2023), Physics of Fluids, 35(2)
BibTeX
@article{divergencefreet-2023/2,
title={Divergence-free turbulent inflow data from realistic covariance tensor},
author={Dreze Y, Hao M & di Mare L},
journal={Physics of Fluids},
volume={35},
number={025120},
publisher={AIP Publishing},
year = "2023"
}
DPhil Opportunities
I am interested to hear from potential students who have interests in research areas spanning from fundamental fluid dynamics/aerodynamics/high order scheme/machine learning in CFD.
