PhD in Scientific Machine Learning for Fluid Dynamics and Hydraulics University of Southampton in United Kingdom

Technische Universität Ilmenau is advertising a PhD candidate position in simulations of compressible turbulence within the Fluid Mechanics Group in the Department of Mechanical Engineering. The project is funded by the German Research Foundation (DFG) under Priority Program DFG-SPP 2410 CoScaRa and is carried out jointly with a research group at the Max Planck Institute for Mathematics in the Sciences, Leipzig . The research focuses on the dynamics and small-scale statistical properties of comp...

PhD opportunity at the University of Southampton in high-fidelity CFD for fan/OGVs broadband noise modelling , hosted in the Rolls-Royce University Technology Centre (UTC) in Propulsion Systems Noise at the Institute of Sound and Vibration Research (ISVR) . This project focuses on aeroacoustics , computational fluid dynamics , fluid mechanics , and mathematical modelling for Ultra High Bypass Ratio (UHBR) aeroengines . The research will use Large Eddy Simulation (LES) or Detached Eddy Simulation...

PhD studentship at the University of Arizona on DNS of hypersonic boundary-layer transition . The project uses high-fidelity Direct Numerical Simulations (DNS) to study stability and laminar-turbulent transition in boundary layers at hypersonic speeds ( M = 4 to 14 ). Research topics include the physical mechanisms governing the linear and nonlinear stages of transition, breakdown to turbulence, and the investigation of promising flow-control methods using high-fidelity DNS. The position is well...

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, ...

PhD opportunity at the University of Southampton in the Faculty of Engineering and Physical Sciences on optimized vertical-axis wind turbine (VAWT) arrays , combining surrogate modelling , topology optimization , fluid mechanics , and mathematical modelling . The project aims to develop a multi-scale optimization framework to design VAWTs specifically for array performance, rather than optimizing a single turbine and then placing it in a farm. The research focuses on improving urban wind farm vi...