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PhD Studentship: Supercritical CO2 Turbulence And Heat Transfer - Using DNS And Machine Learning Assisted RANS Model

Loughborough University - Aeronautical and Automotive Engineering

Location: Loughborough
Funding for: UK Students, EU Students, International Students
Funding amount: The studentship is for 3 years and provides a tax-free stipend of £18,662 per annum for the duration of the studentship plus university tuition fees.
Hours: Full Time
Placed On: 28th November 2023
Closes: 12th February 2024
Reference: AACME-23-003
 

Supercritical CO2 (sCO2) is a non-ideal compressible fluid and will be a critical working fluid for future power generation systems such as nuclear energy, concentrated solar power, geothermal power, and waste heat recovery.

The project aims to investigate supercritical CO2 (sCO2) turbulence and heat transfer characteristics by using DNS. Furthermore, based on the DNS dataset, machine learning will be applied to assist RANS models which will be used for sCO2 turbomachinery and heat exchanger designs.

This is an exciting and groundbreaking project for Yang's research group in the Department of Aeronautical and Automotive Engineering. As a team, you will work alongside excellent researchers worldwide at Loughborough University. You will also have opportunities to collaborate with world-leading academics from Imperial College London, Shanghai Jiao Tong University, and Tsinghua University.

We are seeking highly motivated individuals with a passion for thermofluids, high-fidelity simulations, and machine-learning applications.

Tuition fees cover the cost of your teaching, assessment and operating University facilities such as the library, IT equipment and other support services. University fees and charges can be paid in advance and there are several methods of payment, including online payments and payment by instalment. Fees are reviewed annually and are likely to increase to take into account inflationary pressures.

The studentship is for 3 years and provides a tax-free stipend of £18,662 per annum for the duration of the studentship plus university tuition fees.

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