Dr Aaron Tranter
Dr Aaron Tranter is a past member of RSPE contact details and information may no longer be correct
Position |
Research Fellow |
|---|---|
Department |
Quantum Science & Technology |
Email |
|
Office |
Physics New 2 44 |
Exploring physics with neural networks
Machine learning based on deep neural networks is a powerful method for improving the performance of experiments. It may also be useful for finding new physics.
Dr Aaron Tranter, Professor Ben Buchler, Professor Ping Koy Lam
Beam matching using machine learning
This project aims to use a machine learning algorithm to perform beam alignment in an optics experiment. It would involve mode-matching two optical beams using motorised mirror mounts. Additional degrees of freedom like lens positions and beam polarisation can be added later.
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Updated: 15 May 2024/ Responsible Officer: Director, RSPE/ Page Contact: Physics Webmaster
