On the Efficiency of Python for High-Performance Computing: A Case Study Involving Stencil Updates for Partial Differential Equations.
Hans Petter LangtangenXing CaiPublished in: HPSC (2006)
Keyphrases
- partial differential equations
- high performance computing
- scientific computing
- numerical solution
- anisotropic diffusion
- massively parallel
- level set
- image denoising
- computational science
- computing systems
- numerical methods
- grid computing
- parallel computing
- image enhancement
- image processing
- fault tolerance
- numerical algorithms
- computer architecture
- computing resources
- machine learning
- computing environments
- case study
- multiscale
- open source
- energy efficiency
- denoising
- management system
- formal methods
- feature vectors
- high order
- distributed computing
- resource management