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Solving PDEs

An attempt to solve PDEs using three methods (Explicit, Implicit and Crank-Nicolson)

A CPU reference is used to confirm I'm in the right direction and hone knowledge. A toy example will be used (call option on a bank stock) to have a result to play with.

Structure

  • build.bat Windows helper to run CMake
  • CMakeLists.txt
  • toolchains Compiler optimisations via cmake
  • cpu/ Reference CPU implementation
  • gpu/ CUDA implementation

Papers that help

"GPU implementation of finite difference solvers" Mark Giles and Jeremy Appleyard https://people.maths.ox.ac.uk/~gilesm/files/WHPCF14.pdf

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Lets solve PDEs on a GPU

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