Advanced Simulation Library: Difference between revisions
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[[Category:Fluid dynamics]] |
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[[Category:Aerodynamics]] |
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[[Category:Computational science]] |
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[[Category:Numerical libraries]] |
[[Category:Numerical libraries]] |
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Revision as of 05:42, 12 October 2015
| Developer(s) | Avtech Scientific |
|---|---|
| Initial release | 14 May 2015 |
| Stable release | 0.1.6
/ 24 August 2015 |
| Operating system | Unix/Linux, Windows, Mac |
| Type | Multiphysics, Computer-aided engineering, Computational fluid dynamics, Simulation software |
| License | GNU Affero General Public License, optional commercial license |
| Website | asl |
Advanced Simulation Library (ASL) is free and open source hardware accelerated multiphysics simulation software. It enables users to write customized numerical solvers in C++ and deploy them on a variety of massively parallel architectures, ranging from inexpensive FPGAs, DSPs and GPUs[1] up to heterogeneous clusters and supercomputers. Its internal computational engine is written in OpenCL and utilizes variety of advanced numerical methods[2], i.a. Finite Difference, Lattice Boltzmann, Immersed Boundary. ASL can be used to model various coupled physical and chemical phenomena, especially in the field of Computational fluid dynamics. It is distributed under the free GNU Affero General Public License with an optional commercial license.
History
Advanced Simulation Library is being developed by Avtech Scientific, an Israeli company. Its source code was released to the community on 14 May 2015 whose members packaged it for scientific sections of all major Linux distributions shortly thereafter.[3][4][5][6][7][8] Subsequently Khronos Group and IWOCL acknowledged the significance of ASL and listed it on their websites among OpenCL-based resources.[9][10]
Application areas
- Computational fluid dynamics
- Computer-assisted surgery
- Virtual sensing
- Industrial process data validation and reconciliation
- Multidisciplinary design optimization
- Computer-aided engineering
- Crystallography
Advantages and disadvantages
Advantages
- Easy to learn[11]
- High performance[12]
- Ability to run applications on a variety of parallel architectures
- Automatic parallelization of applications
- Ability to deal with complex boundaries
- Ability to incorporate microscopic interactions
Disadvantages
- Absence of detailed documentation (besides the Developer Guide generated from the source code comments)
- Not all OpenCL drivers are mature enough for the library[13]
Features
ASL provides a range of features to solve number of problems - from complex fluid flows involving chemical reactions, turbulence and heat transfer, to solid mechanics and elasticity.[14]
- Interfacing: VTK/ParaView, MATLAB (export).
- import file formats: .stl .vtp .vtk .vti .mnc .dcm
- export file formats: .vti .mat
- Geometry:
- flexible and complex geometry using simple rectangular grid
- no mesh generation needed
- generation and manipulation of geometric primitives
- Implemented phenomena:
- Transport processes
- multicomponent transport processes
- multiphase transport processes
- compressible and incompressible fluid flow
- Chemical reactions
- electrode reactions
- Elasticity
- homogenious isotropic elasticity
- homogenious isotropic poroelasticity
- Interface tracking
- evolution of an interface
- evolution of an interface with crystalographic kinetics
- Transport processes
Uses
References
- ^ "ASL - expanding software ecosystem for the DSP/FPGA/GPU market" (PDF).
- ^ "Khronos: ASL open-sourced".
- ^ "ASL enters Linux".
- ^ "ASL for OpenSuse".
- ^ "ASL for Debian".
- ^ "ASL for Gentoo".
- ^ "ASL for Fedora".
- ^ "ASL for Arch Linux".
- ^ "ASL among Khronos' OpenCL resources".
- ^ "ASL among IWOCL's OpenCL resources".
- ^ "Example of an aerodynamic simulation".
- ^ "Example of an aerodynamic simulation - numerical setup".
- ^ "ASL deployment: problematic drivers".
- ^ "About Advanced Simulation Library: hgpu.org".
- ^ "ACTIVE Project: Intraoperative Brain Shift".
- ^ "ASL on www.technology.org".
- ^ "ASL on interestingengineering.com".