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

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 multi-level topology optimization of architected metamaterial structures . This project sits at the intersection of mechanical engineering , materials science , mathematical modelling , machine learning , and computational mechanics . The research focuses on mechanical metamaterials —engineered structures whose unusual properties come from geometry rather than composition—and aims to develop a multi-scale framework that combines topology morphi...

PhD opportunity at the University of Leeds in AI for Structural Engineering , supervised by Professor David Connolly in the School of Civil Engineering . This project sits at the intersection of civil engineering , computer science , machine learning , computer vision , digital twins , physics-informed neural networks (PINNs) , and materials science . Research themes include generative design, structural optimization, predictive health monitoring, automated defect detection, real-time sensor int...

Fully funded PhD position at the University of Nebraska–Lincoln in the Department of Civil & Environmental Engineering with Dr. Chenzhi Ma . The project sits at the intersection of structural fire engineering , multi-hazard resilience , and AI-enhanced risk analysis . Research topics include structures and advanced materials in fire, wildland-urban interface (WUI) fire risk , community-scale risk assessment, probabilistic loss analysis, and life-cycle analysis. Applicants should have a BS or MS ...

EPSRC Postdoctoral Pathway Fellow at the University of Bristol This is a postdoctoral fellowship for early career researchers in science and engineering who want to develop an independent research programme. Fellows will propose their own bespoke project across the full EPSRC research portfolio, with opportunities for innovative and interdisciplinary work at the frontiers of research. Institution: University of Bristol, School of Engineering Mathematics and Technology, Bristol, England, United K...