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Artificial Intelligence Methods in Cosmology Workshop (AICosmo2019)

Cosmological observations entered an era where the volumes of data collected by telescopes are immense. At the same time, incredible progress has recently been made in the fields of Artificial Intelligence and Machine Learning - sciences of creating advanced mathematical and statistical models to learn from the data. In this workshop, we would like to explore the possibilities of applying these new methods to cosmological data. The benefits can potentially be vast, such as enabling extremely fast analyses of very large image datasets, accelerating cosmological simulations, and extracting more information from the data, to name a few. Machine Learning can also potentially greatly benefit from collaboration with cosmologists: new cosmological datasets can stimulate developments of new, complex learning methods and algorithms. By bringing together researchers from Cosmology and Machine Learning, we aim to foster collaboration between these two disciplines. Sponsored by ETH Zurich.
When 09 June 2019 10:20 AM to
12 June 2019 10:20 AM
Where Ascona CH
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Guest speakers include:

Shirley Ho (Cosmology-Data Science, Flatiron Institute)

Barnabas Boczon (Machine Learning, Carnegie Mellon)

Deborah Bard (Data Science, Berkeley National Laboratory)

Wojciech Samek (Machine Learning, Fraunhofer HHI Berlin)

Zoltan Haiman (Astronomy, Columbia University)

More information about this event…