Breaking Through the Barrier of Time Integration for Climate and Weather Simulations
Offered By: NHR@FAU via YouTube
Course Description
Overview
Explore cutting-edge time integration methods for climate and weather simulations in this 51-minute NHR PerfLab seminar. Delve into the challenges posed by evolving computer architectures and learn about innovative approaches to improve simulation efficiency. Discover techniques like Exponential Integration, Rational Approximation of Exponential Integration (REXI), Parallel Full Approximation Scheme in Space and Time (PFASST), and Semi-Lagrangian methods combined with Parareal and MultiGrid Reduction In Time (MGRIT). Gain insights from Univ.-Prof. Dr. Martin Schreiber, an expert in high-performance computing and applied mathematics, as he presents promising solutions to enhance the ratio of wall clock time vs. error in dynamical cores. Understand the potential impact of these methods on operational weather and climate systems, and explore the intersection of HPC and applied mathematics in solving partial differential equations.
Syllabus
Breaking through the barrier of time integration for climate and weather simulations
Taught by
NHR@FAU
Related Courses
Intro to Parallel ProgrammingNvidia via Udacity Introduction to Linear Models and Matrix Algebra
Harvard University via edX Введение в параллельное программирование с использованием OpenMP и MPI
Tomsk State University via Coursera Supercomputing
Partnership for Advanced Computing in Europe via FutureLearn Fundamentals of Parallelism on Intel Architecture
Intel via Coursera