. This project will develop a novel, physics-informed surrogate model using Bayesian machine learning to predict gas generation...) at the University of Warwick is an innovative, interdisciplinary fully funded PhD programme that brings together science...
of Heterogeneous Materials (HetSys), School of Engineering About the project: Machine learning accelerated Inverse Design... an AI-guided inverse design loop. A goal-directed AI proposes novel GNR architectures, which a fast machine learning model rapidly...
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...
solidifying into films. We will model this across multiple scales, from atoms to fluid flow, using quantum chemistry, machine... Training in Modelling of Heterogeneous Systems) at the University of Warwick is an innovative, interdisciplinary fully funded...
techniques, machine learning and operation of flow chemistry platforms. This project would be ideal for an ambitious... and innovative researcher who enjoys working in a diverse and interdisciplinary team and is excited to learn new skills. References...
About the project: From Brittle to Ductile: Machine Learning 3D Fracture Simulations for Extreme Environments... Supervisor: Prof, James Kermode, University of Warwick Develop cutting-edge machine learning models to predict how materials...
simulations, using modern machine learning techniques and in close interaction with experimental work. About HetSys: Harnessing... Systems) at the University of Warwick is an innovative, interdisciplinary fully funded PhD programme that brings together...
AI framework that utilizes machine learning predictions and quantum chemistry simulations to design stable, synthesizable, high... of Warwick is an innovative, interdisciplinary fully funded PhD programme that brings together science, engineering...
their properties. You will develop and use top-of-the-line machine learning models to predict the sensor response of these materials... is an innovative, interdisciplinary fully funded PhD programme that brings together science, engineering, and mathematics to tackle...
AI Supervisor: Dr Tobias Grafke, University of Warwick Generative machine learning techniques, as known for example from large... machine learning division has agreed to provide data and support the project in adapting their in-house intermediate...