RIKEN International HPC Spring School 2025 - Toward Society 5.0 -
RIKEN Center for Computational Science (R-CCS) will hold a hybrid school in January 2025 titled "RIKEN International HPC Spring School 2025 ~ Toward Society 5.0~ Parallel computation of ill-conditioned sparse matrix in finite element analysis".
The program consists of 3 days in hybrid with on-site and online. The on-site attending is only accepted for those who reside in Japan.
The lecture is focusing on parallel linear solver for finite element analysis. Finite element method is a strong tool for various type of industrial problems by utilizing consolidated knowledge of mathematics and engineering. To obtain finite element solution, at the final stage, linear system with large sparse matrix needs to be solved and the condition number of such matrix becomes very large due to spatial jump of physical parameters and to complex coupling of multi-physics.
Participants will gain knowledge to solve linear and nonlinear systems with large sparse matrices on parallel computers. Foundation of linear solver, such as Krylov subspace methods with preconditioner based on domain decomposition, will be explained.
Hands-on session in each day will treat parallel programing using MPI, OpenMP, numerical libraries, METIS and PETSc.
At the end of the lecture, a domain specific language for finite element simulation, FreeFEM is briefly introduced with an example of nonlinear elasticity problem with large deformation, which will be solved by the Newton-Krylov-Schwarz method.
- Day 1 :
- sparse matrix and Krylov subspace method, GMRES and CG
- Day 2 :
- distribution of sparse matrix with overlapping domain and additive Schwarz preconditioner
- Day 3 :
- introduction of domain specific language FreeFEM to generate nonlinear equation with sparse matrix for hyper elasticity problem with Green-St Venant strain tensor
Date | Wednesday, January 15 - Friday, January 17, 2025 |
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Qualifications | Graduate students, etc. who meet one of the following criteria:
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Venue | Kobe or Online |
Maximum number of participants | Approx.40 |
Due date | 13:00, Friday, October 25, 2024(JST) |
Organizer | RIKEN Center for Computational Science (R-CCS) |
Collaborating Institutions | Information Technology Center, the University of Tokyo/Academic Center for Computing and Media Studies, Kyoto University/Cybermedia Center, Osaka University/Education Center on Computational Science and Engineering, Kobe University/Graduate School of Information Science, University of Hyogo/Center for Cooperative Work on Data Science and Computational Science, University of Hyogo/Foundation for Computational Science (FOCUS)/High Performance Computing Infrastructure Consortium(HPCIC)/Research Organization for Information Science and Technology (RIST) |
Details | For more details and applications, see the school webpage below. RIKEN International HPC Spring School 2025 - Toward Society 5.0 - (January 15-17, 2025, Kobe/Online) |
Inquiries | RIKEN Computational Science Promotion Office Email: renkei_hrd [at] ml.riken.jp |