PhD Studentship: Regularized dynamical parametric approximations for gradient flows University of Birmingham in United Kingdom

Postdoctoral Research Associate in AI for turbulence computation at The University of Edinburgh This full-time, fixed-term postdoctoral opportunity is based at The University of Edinburgh in Edinburgh, Scotland, United Kingdom . The project focuses on a new approach to turbulence computation by combining artificial intelligence methods—especially graph neural networks and transformers —with a dynamical systems framework for modelling high Reynolds number flows. The research aims to identify cohe...

Postdoctoral Research Associate opportunity at the University of Edinburgh , School of Mathematics, for research on turbulence computation , graph neural networks , transformers , and dynamical systems . The project aims to develop large neural networks for embedding and predicting high Reynolds number turbulence, combining modern AI with a dynamical-systems view of turbulent flows. This is a UKRI-funded fixed-term postdoctoral role in the James Clerk Maxwell Building at Edinburgh’s King’s Build...

University of Cambridge is advertising a Postdoctoral Research Associate position in Nuclear Quantum Effects in Non-Equilibrium Dynamics , hosted in the Chemistry Department in Cambridge, England, United Kingdom . The project is centered on quantum dynamics , non-equilibrium nuclear dynamics , imaginary-time path-integral approximations , and molecular dynamics . The successful candidate will develop new methodology for different flavours of non-equilibrium nuclear dynamics, benchmark methods on...

PhD opportunity at the University of Liverpool in Digital and Experimental Mechanochemistry for Next-Generation Elastomers . This project sits at the interface of polymer chemistry , polymer science , mechanochemistry , computational chemistry , and materials science . The research aims to build mechanistic understanding and predictive tools for designing high-performance elastomers for demanding industrial and technological applications. You will study how engineering elastomers degrade under e...

PhD opportunity at the University of Birmingham, School of Mathematics in Applied Mathematics and Computational Mathematics . This project, supervised by Dr Jörg Nick , focuses on regularized dynamical parametric approximations for gradient flows . The research sits at the intersection of classical numerical analysis , scientific machine learning , and computational chemistry . It studies parametric integrators for high-dimensional partial differential equations, with applications to quantum dyn...