PhD in Multiscale Graph Neural Networks with Micromechanics for Concrete Prediction University of Southampton in United Kingdom

PhD opportunity at the University of Southampton in the Faculty of Engineering and Physical Sciences on Multiscale Graph Neural Networks with Micromechanics for Concrete Prediction . This project sits at the intersection of civil engineering , materials science , machine learning , graph neural networks , solid mechanics , and computational mechanics . The research will develop a hierarchical GNN that integrates micromechanics theory to connect behaviour across scales in concrete, from paste and...

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 ...

PhD opportunity at the University of Southampton in circular lifecycle knowledge for aerospace titanium . This project sits at the intersection of Materials Science , Aerospace Engineering , Mechanical Engineering , and Computer Science . The research aims to create a traceable pathway from titanium scrap to requalified aerospace-grade feedstock using advanced powder metallurgy, materials passports, lifecycle data, AI/ML approaches, ontology design, and metadata schemas. You will work on titaniu...

PhD Studentship: Development of a Digital Twin for Smart Sustainable Steel Section Production This PhD studentship is based at the University of Warwick in the United Kingdom , within the Advanced Steel Research Centre at WMG . The project sits with the Digital Twins team and focuses on building a digital twin for steel section production , combining empirical modelling, finite element analysis, and machine learning to predict microstructural evolution and mechanical properties across the steelm...