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fluids within the porous structure of sedimentary rocks. These processes are critical for both conventional open-loop geothermal developments and engineered systems, including closed-loop configurations
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. This PhD project will investigate how biofouling affects the hydrodynamic, thermal and fluid-structure interaction performance of dynamic flexible cables and develop novel engineering solutions to enhance
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, this PhD project aims to: (i) develop physics-informed machine learning (PIML) approaches to construct surrogate models of deep geothermal systems that accurately reproduce the behaviour of high-fidelity
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-term stability are not yet fully understood. Unravelling those features is key to designing engineered carbon materials capable of removing and storing carbon on the geological timescales required