Applications are open for Funded Scholarship at Swansea University. The complex large-scale dynamical system often has a vast number of degrees of freedom. Additionally,  It is not possible to model the system sufficiently quickly to predict behaviors in real time. Further, This project will extract effective data to construct a fast model using deep learning methods.

Moreover, The proposed PhD project offers the unique opportunity to develop a data-driven reduced order model (ROM) using deep learning methods. It provides a fast way of performing computationally intensive tasks with real-time speed for fluids problem. The proposed new ROM is constructed from a number of simulations representing different parameters such as a different initial or boundary conditions. Further,  The deep learning methods are used to extract features from those simulations. Also, after constructing the ROM, it is able to run the simulations with several orders of magnitude speedup. Apart from PhD scholarship, They also provide Scholarships at Swansea University for management studies.

Specializations for studying on this opportunity

• Engineering.
• Computational mathematics.
• statistics.
• computer science.
• physics.

Benefits

• UK/EU candidates: The scholarship covers the full cost of UK/EU tuition fees and an annual stipend of £14,296.
• International candidates: The scholarship covers the full cost of tuition fees only.
• There will be additional funds available for research expenses.

Eligibility 

• Candidates should hold a first class honors degree and/or distinction at Master’s level in Computational mathematics, statistics, computer science, physics, or engineering.
• Knowledge or experience of machine learning and fluid dynamics is an advantage (but not essential), Programming skills are essential.
• expect the academic and English Language requirements (IELTS 6.5 or equivalent) to be met by point of application, For details on the University’s English Language entry requirements.
• The scholarship covers the full cost of tuition fees and an annual stipend for UK/EU candidates but tuition fees only for international candidates.

Application process

First Step: To apply, please complete and submit the following documents

• Degree certificates and transcripts.
• One page cover letter.
• Contact details of at least two referees for letters of recommendation.