I'm a PhD Candidate in Astronomy at The University of Sydney working with my supervisorsPeter Tuthill andBenjamin Pope.

My research is focused around advancing the way we approach modelling optical systems, aiming to integrate the huge advancements in Machine Learning of the last decade into optical sciences through the use of Automatic Differentiation.I aim to develop new softwares, tools and methods that harness these ideas in order to advance the field as a whole, as well as applying these ideas to theToliman Space Telescope and JWST.

Please don't hesitate to contact me about project collaboration atlouis.desdoigts@sydney.edu.au!

• ∂Lux: An open-source, fully differentiable, GPU accelerated optical modelling framework.
• Zodiax: An open-source framework for object-orientedJax as an extension ofEquinox for scientific application.

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1. dLuxdLuxPublic

   Differentiable optical models as parameterised neural networks in Jax using Zodiax

   Python 58 9

2. zodiaxzodiaxPublic

   Object-oriented Jax framework extending Equinox for scientific programming

   Python 17 1

3. amigoamigoPublic

   AMI-GO brrrrrrr

   Python 4

4. amigo_notebooksamigo_notebooksPublic

   Repo for sharing the amgio development notebooks

   Jupyter Notebook 1