9-12 July 2024
University of Geneva
Europe/Zurich timezone

Towards Classifying Our Universe with Neural Networks

10 Jul 2024, 12:15
15m
Sciences II/0-A 150 - Tingry Auditorium (Sciences II)

Sciences II/0-A 150 - Tingry Auditorium

Sciences II

150
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Short talk Talks Short talks

Speaker

Benjamin Bose (University of Edinburgh)

Description

In this talk, I will discuss the possibility of inferring properties of our Universe using a suitably trained neural network classifier. These properties can range from the nature of the gravitational interaction, to the energy content, to the presence of relativistic phenomena at cosmological scales. I will also discuss the difficulties faced by this approach, particularly in error modeling, and the ongoing work to overcome these.

Primary author

Benjamin Bose (University of Edinburgh)

Presentation Materials