Brusselator Stiff Partial Differential Equation Benchmark: Julia DifferentialEquations.jl vs Python SciPy
Tested is DifferentialEquations.jl vs Python's SciPy ODE solvers. Notes:
- Stiff ODE solvers are used since they are required to solve this problem effectively.
- The Python code is vectorized with for maximum performance
- All of the performance features are tried: automatic sparsity detection, preconditioners, etc.