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|| 14:00-14:25|| Stéphane Arnouts ? || Deep learning technique for photo-z || || 14:00-14:25|| Johanna Pasquet || Deep learning technique for photo-z ||

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

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)

11:00-11:25

Annie Zavagno (remote?)

Big Data, Machine Learning and Star Formation properties

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

15:30-15:55

Arturo Nunez

Hydro-dynamical-cosmological simulations of Milky Way sized spiral galaxies with the zoom-in technique

16:00-16:30

Discussion

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