and can lead to cell failure, but existing models struggle to capture this complex, multiscale phenomenon efficiently... - From climate modelling and sustainable energy to advanced materials and biomedical systems, HetSys projects apply cutting-edge...
their properties. You will develop and use top-of-the-line machine learning models to predict the sensor response of these materials... to advanced materials and biomedical systems, HetSys projects apply cutting-edge computational and mathematical techniques...
to embed this understanding into their weather and climate models. Along the way, you'll develop new mathematical... and computational models, and test ideas against real-world data - perfect for students who enjoy applied maths, computation, and making...
Gomes, University of Warwick We will develop new mathematical models and control methods for falling liquid films... - From climate modelling and sustainable energy to advanced materials and biomedical systems, HetSys projects apply cutting-edge...
degradation. The key challenge is to build models that capture gas/polymer interactions and ageing with quantum-level accuracy... at the larger scales of real materials. This project will train machine-learning models on high-quality quantum data, use...
Supervisor: Prof, James Kermode, University of Warwick Develop cutting-edge machine learning models to predict how materials... Materials, mastering scientific machine learning, uncertainty quantification, and high-performance computing. Your models...
About the project: Lattice models of 2D domain texture in ferroelectric perovskites Supervisor: Dr Mark Senn... structure. However, to predict and ultimately design domain structure we need effective models on much larger length scales...
About the project: Cracks and Code: From High-Fidelity Simulations to Fast Scientific Machine Learning Models... (both atomistic and continuum) to study how damage forms and localises, and then develop scientific machine-learning models that can...
Generative machine learning techniques, as known for example from large language models or image generation, have recently.... This project aims to combine generative weather prediction models with rare event techniques to generate plausible trajectories...
Slough, England Posting date: 05 Feb 2026 Reference: 68416 is partnering with a global leader in biomedical innovation... to find an Information Scientist in Content Analytics. Are you ready to shape the future of biomedical information? Join a dynamic...