Doctoral Researcher in Physics-Enhanced Machine Learning for Floating Offshore Wind Digital Twins Aalto University in Finland

Javad Taghipour, Senior Lecturer in Mechanical Engineering at the Dyson Institute, says a fully funded PhD position will be advertised soon. The project sits at the intersection of physics-informed machine learning , nonlinear model identification , and structural dynamics . This is a strong fit for candidates interested in advanced engineering research that blends mechanics, data-driven modeling, and computational methods. The post does not yet include the official advert, eligibility criteria,...

[Fees plus a stipend of £21,805 per annum for 2026/7.] PhD Studentship at the University of Exeter in Multiscale Scientific Machine Learning Digital Twins for High-Torque Electric Propulsion under Extreme Duty Cycles . This studentship sits at the intersection of electric propulsion, scientific machine learning, and digital-twin development for demanding heavy-duty applications such as maritime vessels, mining equipment, and off-highway machinery. The project addresses a key challenge for zero-e...

University College Dublin is recruiting two Post-doctoral Research Fellows (Level 1) for the SYN-Bridge US–Ireland Partnership project, in collaboration with Queen’s University Belfast and the University of Alabama at Birmingham . The project focuses on bridge structural health monitoring and combines drive-by measurements from instrumented vehicles with stationary bridge sensors to assess bridge condition in real time. Research at UCD will cover damage-detection algorithms , moving-force identi...

Adam S., Assistant Professor of Computational Engineering at the University of Eastern Finland, is recruiting a PhD student for a new group in the Department of Technical Physics (Teknillisen fysiikan laitos) in Kuopio, Finland. The project sits at the intersection of mathematics , modelling , scientific computing , finite element methods , continuum mechanics , and multiphysics problems. The doctoral researcher will be based at UEF in Kuopio and jointly supervised by Adam S. and Michael Neunteu...

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...