Examples of case studies of research projects that have used Baskerville, including a brief description of the project, the computational methods used, and the outcomes achieved.
Multilingual Machine Translation
Training high-capacity multilingual machine translation models using Baskerville's large GPU memory, enabling faster experimentation and better support for low-resource languages.
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High-Resolution Medical Scans and Baskerville
Training 3D deep learning models for medical image registration on Baskerville's A100 GPUs, cutting training time from months to days — and winning the MICCAI 2022 Learn2Reg Challenge.
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Predicting Weather Impacts Using GPU-Accelerated Computing
Developing GPU-accelerated hydrodynamic models to simulate flooding and other natural hazards at city and catchment scale, enabling more effective early warning and mitigation.
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Learning Quantum Mechanical Wave Functions with Baskerville
Training neural networks to solve the quantum mechanical many-particle Schrödinger equation, enabling far more accurate simulations of molecules and materials than traditional methods.
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Rolls-Royce Data Study Group
Using AI methods — including convolutional neural networks and generative adversarial networks — to optimise turbine blade production and reduce defects, in a Turing Institute Data Study Group.
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