Postdoctoral Researcher in Computational Fracture Mechanics and Finite Element Modeling for Metal Powder Compaction Libera Università di Bolzano in Italy

PhD Studentship in Machine Learning for Two-Phase Heat Transfer at Trinity College Dublin , Ireland. The Gibbons Lab in the School of Engineering and Discipline of Mechanical, Manufacturing and Biomedical Engineering is recruiting a PhD student for an ongoing Royal Society–Research Ireland University Research Fellowship project on machine learning for the design of additively manufactured two-phase heat transfer surfaces . The project focuses on two-phase flows , flow boiling , physics-informed ...

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...

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...

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...

Purdue University is seeking a postdoctoral researcher for the ICoN Programmable Cloud Lab AI effort, led by Ilias Bilionis and Tianyi Zhang . The project focuses on agentic AI for scientific settings, especially systems that can interact safely and reliably with the physical world, including scientific instruments and laboratory systems. The research topics include harness engineering for scientific AI agents , curating and evaluating reusable agent skills , connecting coding agents with instru...