PhD in Data-Driven Urban Aerodynamics for Net-Zero Cities University of Southampton in United Kingdom

PhD project at the University of Southampton in Machine Learning in environmental fluid dynamics modelling . This postgraduate research project combines machine learning , physics-informed neural networks (PINNs) , fluid mechanics , environmental flow modelling , and high-performance computing . The research aims to develop faster, more accurate, and more robust simulations for environmental flows, including the 2D Shallow Water Equations , with applications such as flood simulation , submerged ...

University of Bath, Department of Architecture & Civil Engineering, is advertising a competition-funded PhD studentship on combined effect of ventilation design and operation parameters on local ventilation effectiveness in single-zone naturally ventilated spaces . The project focuses on natural ventilation , ventilation effectiveness , indoor air quality , energy efficiency in buildings , and indoor airborne disease transmission . It aims to understand how parameters such as window layout, effe...

PhD opportunity at the University of Southampton in turbulence, drag, rough surfaces, and fluid mechanics . This project, based in the Faculty of Engineering and Physical Sciences, investigates how roughness geometry changes turbulent boundary layers and drag. The research combines advanced wind-tunnel experiments, 3D Particle Tracking Velocimetry (PTV), and direct drag measurements to build new geometry-dependent drag models and expand an internationally used roughness database. The work is hig...

PhD opportunity: AI for low-carbon concrete materials and structural design at the University of Southampton , Faculty of Engineering and Physical Sciences. This project sits at the intersection of civil engineering , materials science , artificial intelligence , machine learning , and structural engineering . The research aims to reduce the carbon footprint of concrete construction by linking concrete composition, mechanical properties, member dimensions, reinforcement, structural performance, ...

Fully funded PhD opportunity at the University of Sheffield in Digital and Data-Driven Life Cycle Assessment for Low-Carbon Battery Manufacturing . The project sits within the EPSRC MADE4Manufacturing CDT and combines life cycle assessment , machine learning , digital technologies, and sustainable battery manufacturing . It offers strong industrial collaboration and training opportunities. Funding includes a £28,000 annual tax-free stipend and a £35,000 research and training support budget over ...