5th Inter-experiment Machine Learning Workshop

Session

Invited talk

May 10, 2022, 1:30 PM

500/1-001 - Main Auditorium (CERN)

Conveners

Invited talk: Invited contribution

• Michael Aaron Kagan (SLAC National Accelerator Laboratory (US))
• Anja Butter

72. Differentiable Physics Simulations for Deep Learning

Nils Thürey (Technische Universität München)

5/10/22, 1:30 PM

In this talk I will focus on the possibilities that arise from recent advances in the area of deep learning for physical simulations. In this context, especially the Navier-Stokes equations represent an interesting and challenging advection-diffusion PDE that poses a variety of challenges for deep learning methods.

In particular, I will focus on differentiable physics solvers from the...