Welcome to this SciML GPU Bootcamp! This online event will take place during two half-days on 21-22 February 2023and is designed to teach researchers and engineers how scientific machine learning (SciML) can address domain-specific data challenges and extract insights from scientific datasets. The Bootcamp is co-organised by ENCCS, OpenACC.organd NVIDIA.

SciML is an emerging multidisciplinary field which includes elements from applied and computational mathematics, computer science and the physical sciences. In particular, physics-informed neural networks (PINNs), a class of Deep Learning (DL) networks, can be applied to scientific applications solving linear and non-linear equations with demanding accuracy and computational performance requirements. PINNs are specifically designed to integrate scientific computing equations, such as Ordinary Differential Equations (ODE), Partial Differential Equations (PDE), non-linear and integral-differential equations into the DL network training.