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Transverse Science Workshops {#transverse_science_workshops}

This is a series of workshops organised within the GECO group. The
workshops are focussed on specific topics that are transverse to all
research activities within the group.

1st Workshop: Machine Learning and Numerical Simulations {#st_workshop_machine_learning_and_numerical_simulations}

The first workshop of this series will be about Machine Learning and
Numerical Simulations and will take pace at LAM on the 16th of April
2018.

Programme:

Time Speaker Talk
9:45-10:00 Coffee
10:00-10:25 Ignasi Pérez Ràfols (remote) Introduction to Machine Learning on Python
10:30-10:55 Kasia Malek Unsupervised machine learning algorithms for galaxy classification (based mostly on VIPERS sample)
11:30-11:55 Eric Jullo Machine Learning in Euclid Strong Lensing Working Group
12:00-14:00 Buffet
14:00-14:25 Johanna Pasquet Deep learning technique for photo-z
14:30-14:55 Christian Surace Status of French opportunities in ML
15:00-15:25 Morgane Cousin Review on semi-analytical models for galaxy formation
15:30-15:45 Coffee
15:45-16:15 Arturo Nunez Hydro-dynamical-cosmological simulations of Milky Way sized spiral galaxies with the zoom-in technique
16:20-16:45 Lia Athanassoula Chemodynamic high resolution simulations of the Milky Way and other disc galaxies
16:45-17:00 Discussion

Lunch buffet registration:
https://doodle.com/poll/pvpycygifnksv748