Vários projetos em andamento sobre modelos de Navier-Stokes e métodos de Lattice Boltzman mostraram grandes ganhos de velocidade usando GPUs habilitadas para CUDA. Esse trabalho está ressaltado abaixo começando com alguns gráficos, seguidos de links para relatórios técnicos. Também há trabalhos nas áreas de modelamento de clima e de oceanos usando GPUs.

Equações de Navier-Stokes incompressíveis Thibault e Senocak	Métodos de Lattice Boltzman Tolke e Krafczyk

Com seu próprio supercomputador pessoal Tesla você consegue resultados parecidos.

CFD Software Available for CUDA GPUs

• OpenCurrent: Open-Source library of CUDA-Accelerated PDE (partial differential equation) Solvers Over Regular Grids
• Sailfish: CFD Solver using the Lattice Boltzman method
• ANDSolver: Solves Euler Equations on Unstrcutred Meshes of Polyhedrals
• Library of PCG and BIGSTAB Linear Iterative Solvers Linked with OpenFOAM
• Elegant Mathematics: Boltzmann Solver, Conjugate Gradient, GMRES
• Field and Feature Extraction from Unstructured Simulation Data in VSG MeshViz XLM and Avizo Wind (PDF)

Technical Reports on CFD on CUDA

• Unstructured Grid Based CFD Solvers using CUDA GPUs (Code is also available)
• A Fast Double Precision CFD Code using CUDA
• 2D & 3D Euler Solvers from Pullan Group
• Video comparing 2D CFD on CPU and GPU
• Discontinuous Galerkin Methods on GPUs by Andreas Klockner
• Lattice-Boltzmann
• Tolke, Krafczyk work on Lattice-Boltzmann, Galerkin approach
• Lattice Boltzmann-based 3D CFD
• Lattice Boltzman for lighting
• 3D LB solver
• Lattice-Boltzman-based PDE solver
• Navier-Stokes
• Finite Element Simulations and Navier-Stokes Solver using GPUs
• Incompressible Navier-Stokes
• Navier-Stokes Stanford University Solver (NSSUS) on CUDA
• Atmospheric Equations using CUDA
• Plasma Turbulence Modeling with CUDA

Core Kernels for CFD on CUDA GPUs

• Sparse Matrix Linear Solvers : Iterative solvers
• SpMV from NVIDIA: Code
• Paper 1
• Paper 2
• Iterative CUDA
• Sparse Matrix Linear Solvers : Direct solvers
• ANSYS Direct Solver
• PARDISO with CUDA
• Multigrid Solvers
• Algebraic multi-grid on CUDA GPUs
• Using MG as a Preconditioner and Domain Decomposition with Unstructured Grids
• Flux Computation
• 3D finite difference calculations using CUDA (structured grids)
• A Fast Double Precision CFD Code on CUDA (structured grids)
• Nodal Discontinuous Galerkin (DG) Code for Unstructured Codes on GPUs
• Multiblock, Codes
• 2D Euler Solver on CUDA
• 3D Hypersonic flow Over Vehicle
• AMR (Adaptive Mesh Refinement) Code for Astrophysics

CUDA-Acceleration in Related Verticals

• Weather and Ocean modeling on CUDA
• AccelerEyes Jacket™ for MATLAB®
• MATLAB®

See Also

• Tesla/CUDA Success stories
• Other Tesla Vertical Solutions
• CUDA Software development tools & libraries

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