Driving the long road from Lagrangians to large scale structure (with neural network navigation)

by Dr Benjamin Bose

Wednesday 3 May 2023, 13:30 → 14:30 Europe/Stockholm

Albano 3: 6228 - Mega (22 seats) (Albano Building 3)

https://stockholmuniversity.zoom.us/j/530682073

Abstract -> I will present a comprehensive mapping from general theoretical descriptions of the Universe to its large scale structure, over a wide range of physical distance scales. A number of public codes that stitch these theoretical mappings to neural networks put us in a position to greatly constrain most conceivable departures from concordance cosmology using galaxy surveys. In doing so, machine architectures will lend us much needed direction in our search for a more fundamental architecture of Nature. I will describe the key codes, their successes, short-comings and needed extensions. If time and interest permit, I can give a short tutorial on using them to constrain any new physics you may be interested in.