PhD Studentship in Digital Twin Development for Smart Sustainable Steel Section Production University of Warwick in United Kingdom

Postdoctoral position available at the University of Notre Dame in machine learning , numerical simulation , and advanced manufacturing . The position is in Prof. Tengfei Luo 's group (MonsterLab) and focuses on research topics including ML surrogates , Bayesian optimization , and process digital twins . This is a strong fit for candidates interested in combining data-driven methods with computational modeling and manufacturing applications. Research areas / keywords: machine learning, numerical...

PhD opportunity at Loughborough University in AI in Mechanics of Nonwoven Materials . The project combines mechanical engineering , materials science , and computer science to develop an AI-driven design framework for nonwoven fabrics. The research focuses on analysing 3D microstructure and fibre orientation in nonwovens, modelling deformation and recovery using multi-scale nonlinear finite element analysis, and building a machine learning-based software tool in Python/MATLAB to predict and opti...

Libera Università di Bolzano is advertising a postdoctoral researcher position in the GeDiRL project, starting in January 2027. The project focuses on advanced finite element modelling for crack initiation and propagation during metal powder compaction, with the goal of linking measurable press signals to internal defect formation for inline crack-risk prediction and prevention in industrial production. Research topics include computational fracture mechanics, nonlinear finite element modelling,...

Postdoctoral position at the University of Notre Dame in machine learning , numerical simulation , advanced manufacturing , and materials science . The position is in Tengfei Luo 's group and focuses on building ML models that predict how high-performance materials behave during processing, then closing the loop with real manufacturing data so the models remain useful in production. The research combines ML surrogates, property prediction, Bayesian optimization, active learning, physics-based mo...

Cranfield University is advertising a PhD in 3D temperature field reconstruction for wire-arc directed energy deposition (WA-DED) , a metal additive manufacturing process that uses wire feedstock and an electric arc heat source. The project focuses on converting 2D surface temperature measurements into full 3D temperature fields to improve process control, defect mitigation, and understanding of thermal evolution in additive manufacturing. The research combines scientific computing , finite elem...