Explore the design and capabilities of FEniCSx, the next generation of FEniCS libraries for finite element methods, in this seminar presented by Garth Wells from the University of Cambridge. Delve into the evolution of the FEniCS Project, examining how it addresses limitations in performance, extensibility, and maintainability while retaining its strengths in providing high-level representations for solving partial differential equations. Discover the new design features that enable the creation of flexible, fast solvers in both C++ and Python. Gain insights into high-performance finite element kernels, including double, single, and half-precision implementations, and learn about a cache-aware performance model that accurately predicts performance across architectures. Understand the challenges and solutions in developing efficient exascale discretizations, and explore the implications for future finite element method applications.
FEniCSx: Design of the Next Generation FEniCS Libraries for Finite Element Methods