Fluid Mechanics (machine learning) PhD Projects, Programmes & Scholarships

Machine Learning and Domain Decomposition methods for Fluid Dynamics

Kingston University Faculty of Engineering, Computing and the Environment

Modelling of many modern applications leads to linear systems whose size is too large to allow the use of direct solvers. Thus, parallel solvers are becoming increasingly important in scientific computing. Read more

Supervisors: Dr M Bosy, Dr G Hunter

Year round applications PhD Research Project Self-Funded PhD Students Only

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Machine learning for early and personalised risk assessment for pathological myopia

The University of Manchester Department of Mechanical, Aerospace and Civil Engineering

This project aims to assess if vascular analysis in retinal images can be used for personalised and early myopic degeneration/pathological myopia risk prediction. Read more

Supervisors: Dr A Harish, Dr H Radbakrishnan, Dr A Revell

31 May 2024 PhD Research Project Funded PhD Project (UK Students Only)

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Machine Learning models for subgrid scales in turbulent reacting flows

University of Southampton Faculty of Engineering and Physical Sciences

Supervisory Team: Temistocle Grenga, Ed Richardson. Project description. Read more

Supervisor: Dr T Grenga

31 August 2024 PhD Research Project Competition Funded PhD Project (Students Worldwide)

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Machine Learning approaches to improve the efficiency of fluid dynamics simulations

The University of Manchester Department of Mechanical, Aerospace and Civil Engineering

OpenFOAM and CFD simulations are often computational expensive both in terms of resources and time. CFD codes often use explicit methods that require small time steps of the order of micro-nano seconds. Read more

Supervisor: Dr A Harish

30 June 2024 PhD Research Project Funded PhD Project (UK Students Only)

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Multi-fidelity systems-level simulations for nuclear thermal hydraulics

The University of Manchester Department of Mechanical, Aerospace and Civil Engineering

Thermal hydraulics simulations at plant level are vital for the understanding of plant performance, safety under accident scenarios, and for the better understanding of transient phenomena. Read more

Supervisors: Dr A Skillen, Dr Y Mahmoudi Larimi, Dr A Mole

31 July 2024 PhD Research Project Funded PhD Project (UK Students Only)

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Microbubble Coalescence in Turbulence

University of Southampton Faculty of Engineering and Physical Sciences

Supervisory Team. Dr John Lawson. Project description. Applications are invited for a fully funded PhD position on applying computer vision (CV) and machine learning (ML) approaches to experimentally measure and model coalescence in turbulent dispersed multiphase flow. Read more

Supervisor: Dr J Lawson

31 August 2024 PhD Research Project Competition Funded PhD Project (Students Worldwide)

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Automated hydrodynamic characterisation for seakeeping and manoeuvring performance from focused experimental datasets

University of Southampton Faculty of Engineering and Physical Sciences

Supervisory Team. Dr N.C. Townsend, Prof D.A. Hudson and Dr J.A. Bowker (industrial). Project description. Ship model testing is expensive and time consuming. Read more

Supervisor: Dr N Townsend

31 August 2024 PhD Research Project Competition Funded PhD Project (Students Worldwide)

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Development of physics-constrained reduced order models of thermally driven flows

Monash University Department of Mechanical and Aerospace Engineering

Project description. Thermally driven turbulent flows in engineering and geophysical systems, are highly dimensional, nonlinear, and multi-scale. Read more

Supervisors: Prof J Soria, Dr V Kitsios

Year round applications PhD Research Project Competition Funded PhD Project (Students Worldwide)

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Multi Risk and Resilience

Cardiff University Cardiff School of Engineering

Self funded 3 year PhD, October 2024 start. This interdisciplinary project aims to enhance infrastructure resilience and sustainability using advanced numerical modelling combined with machine learning. Read more

Supervisor: Dr VN Novelli

31 May 2024 PhD Research Project Self-Funded PhD Students Only

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Digital modelling of boiling heat transfer in water-cooled nuclear reactors

University of Sheffield Department of Mechanical Engineering

Are you passionate about accelerating the adoption of low-carbon energy sources through groundbreaking research and pushing the boundaries of engineering?… Read more

Supervisor: Dr M Colombo

30 April 2024 PhD Research Project Funded PhD Project (UK Students Only)

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Optimization and control of nonlinear and partial differential equations.

Arizona State University Mechanical and Aerospace Engineering

A PhD position, fully funded by the National Science Foundation (NSF) is available in the Cybernetic Systems and Controls Lab (CSCL) in the Department of Mechanical and Aerospace Engineering at Arizona State University in Tempe, AZ. Read more

Supervisor: Prof M Peet

Year round applications PhD Research Project Funded PhD Project (Students Worldwide)

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Scour around coastal and offshore structures under complex wave and current conditions

University College London Department of Civil, Environmental & Geomatic Engineering

A fully funded PhD project on scour around coastal and offshore structures in collaboration with HR Wallingford. Scour is the process of removing sediments from around foundations of marine structures by currents and waves. Read more

Supervisor: Dr E Buldakov

6 May 2024 PhD Research Project Funded PhD Project (European/UK Students Only)

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Nonlinear Aerostructural Optimisation of Boundary Layer Ingesting Fan

University of Southampton Faculty of Engineering and Physical Sciences

Supervisory Team. Prof. Ali Elham, Dr. Jie Yuan. Project description. To meet the objectives of the Paris Climate Agreement, aviation (~3% of human global CO2 emissions) must do its share. Read more

Supervisor: Prof A Elham

31 August 2024 PhD Research Project Competition Funded PhD Project (Students Worldwide)

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Using physics-informed neural networks and data assimilation to predict and improve urban air quality

University of Southampton Faculty of Engineering and Physical Sciences

Supervisory Team. Sean Symon and Christina Vanderwel. Project description. Read more

Supervisor: Dr S Symon

Year round applications PhD Research Project Competition Funded PhD Project (Students Worldwide)

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Computational aerodynamics of high speed flow over rough surfaces

University of Southampton Faculty of Engineering and Physical Sciences

Supervisory Team. Neil Sandham. Project description. You will join a group of PhD students and post-doctoral researchers using high performance computing to advance understanding of high speed aerodynamics. Read more

Supervisor: Prof N Sandham

31 August 2024 PhD Research Project Competition Funded PhD Project (Students Worldwide)

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We have 17 Fluid Mechanics (machine learning) PhD Projects, Programmes & Scholarships

Fluid Mechanics (machine learning) PhD Projects, Programmes & Scholarships

We have 17 Fluid Mechanics (machine learning) PhD Projects, Programmes & Scholarships

Machine Learning and Domain Decomposition methods for Fluid Dynamics

Machine learning for early and personalised risk assessment for pathological myopia

Machine Learning models for subgrid scales in turbulent reacting flows

Machine Learning approaches to improve the efficiency of fluid dynamics simulations

Multi-fidelity systems-level simulations for nuclear thermal hydraulics

Microbubble Coalescence in Turbulence

Automated hydrodynamic characterisation for seakeeping and manoeuvring performance from focused experimental datasets

Development of physics-constrained reduced order models of thermally driven flows

Multi Risk and Resilience

Digital modelling of boiling heat transfer in water-cooled nuclear reactors

Optimization and control of nonlinear and partial differential equations.

Scour around coastal and offshore structures under complex wave and current conditions

Nonlinear Aerostructural Optimisation of Boundary Layer Ingesting Fan

Using physics-informed neural networks and data assimilation to predict and improve urban air quality

Computational aerodynamics of high speed flow over rough surfaces

We have 17 Fluid Mechanics (machine learning) PhD Projects, Programmes & Scholarships

Fluid Mechanics (machine learning) PhD Projects, Programmes & Scholarships

We have 17 Fluid Mechanics (machine learning) PhD Projects, Programmes & Scholarships

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