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...
About the project: Multi-scale modelling of Thin Film Deposition with Flowable CVD for Next-gen Semiconductors Supervisor: Dr Bora Karasulu, University of Warwick This project, co-funded by Merck Electronics, will use computational si...
About the project: When things won't let go: mathematical modelling of a sticky problem in industrial drying Supervisor: Dr Thomas Hudson, University of Warwick Many industrial companies dry their chemical products into powders to aid...
About the project: Machine Learning to Unlock the Mysteries of Metallic Phase Transitions Supervisor: Dr Livia Pártay, University of Warwick Join a PhD project that goes beyond state-of-the-art to explore the phase behaviour of potass...
About the project: Lattice models of 2D domain texture in ferroelectric perovskites Supervisor: Dr Mark Senn, University of Warwick Ferroelectric perovskites are promising materials for device applications due to rich topological aspe...
About the project: Machine learning accelerated electronic transport calculations for complex materials Supervisor: Prof. Neophytos Neophytou, University of Warwick Advancements in materials synthesis have allowed the realization of m...
About the project: Cracks and Code: From High-Fidelity Simulations to Fast Scientific Machine Learning Models Supervisor: Dr Emmanouil Kakouris, University of Warwick When metals experience extreme events, such as shock waves, high-spe...
About the project: The thinnest sensors: 2D materials in liquid solution Supervisor: Dr Peter Brommer, University of Warwick Two-dimensional materials, such as graphene, could be used in molecular sensors - if we can control and tune ...
About the project: Machine Learning for Organic Materials: From Molecules to Mobility Supervisor: Prof. Gabriele Sosso, University of Warwick Accurately predicting how gases move through organic materials such as polymers underpins ma...
About the project: Under pressure: Predictive modelling of battery ageing across the scales Supervisor: Dr Lukasz Figiel, University of Warwick Lithium-ion batteries are essential for electric vehicles and achieving net-zero targets, ...