Sustainability-focused agent-based modelling for aircraft design with manufacturing flexibility Imperial College London in United Kingdom

University of Southampton is advertising a competition-funded PhD project titled “Genuinely high-order discretisation of Navier-Stokes equations using machine learning and its application to turbomachinery aeroacoustics.” The project sits in the Faculty of Engineering and Physical Sciences and focuses on computational fluid dynamics , Navier-Stokes equations , high-order discretisation , machine learning , neural networks , and turbomachinery aeroacoustics . The research aims to build a more sta...

[Full coverage of tuition fees, a generous travel budget, and an annual tax-free stipend of £23,805.] This PhD studentship at Imperial College London is part of the Brahmal Institute’s October 2027 Doctoral Programme in Sustainable Aviation, themed around sustainability across stakeholders. The project focuses on contrail avoidance as a near-term climate intervention and asks how pilot observations can be turned into a more reliable, collaborative reporting system across airlines and air navigat...

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 ...

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, ...

[Full coverage of tuition fees, a generous travel budget, and an annual tax-free stipend of £23,805.] This PhD studentship is based in The Brahmal Institute at Imperial College London as part of the October 2027 Doctoral Programme in Sustainable Aviation (DPSA) . The cohort is framed around a systems view of aviation sustainability, with students working across themes that connect airports, airlines, air traffic management, aircraft and passengers through shared training, networking and outreach...