Mike Walmsley

Mike Walmsley

I like solving interesting problems with data. Currently using deep learning to understand galaxy evolution.

© Mike Walmsley All rights reserved.

deep learning

research

Zoobot v2

New foundation models for galaxy morphology

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research

Dunlap Fellowship Plans

My Dunlap Fellowship plan for detailed morphology in Euclid and Rubin

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research

Towards Galaxy Foundation Models

Adaptable models through broad pretraining and contrastive learning

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research

Practical Galaxy Morphology Tools

Using deep learning representations to solve new tasks

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guide

Getting Started with Deep Learning for Astronomers

How to start using deep learning for useful science

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research

Scaling Galaxy Zoo with Bayesian Neural Networks

Applying active learning to crowdsource labels

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