Wrappers for GeometricIntegrators.jl into the SciML common interface for scientific machine learning (SciML)
Author SciML
7 Stars
Updated Last
1 Year Ago
Started In
November 2017


Build Status Coverage Status

This package contains bindings for GeometricIntegrators.jl to allow it to be used with the JuliaDiffEq common interface. For more information on using the solvers from this package, see the DifferentialEquations.jl documentation.

Common API Usage

This library adds the common interface to GeometricIntegrators.jl's solvers. See the DifferentialEquations.jl documentation for details on the interface. Following the Lorenz example from the ODE tutorial, we can solve this using GIEuler via the following:

using GeometricIntegratorsDiffEq
function lorenz(du,u,p,t)
 du[1] = 10.0(u[2]-u[1])
 du[2] = u[1]*(28.0-u[3]) - u[2]
 du[3] = u[1]*u[2] - (8/3)*u[3]
u0 = [1.0;0.0;0.0]
tspan = (0.0,100.0)
prob = ODEProblem(lorenz,u0,tspan)
sol = solve(prob,GIEuler(),dt=0.1)
using Plots; plot(sol,vars=(1,2,3))

The options available in solve are documented at the common solver options page. The available methods are documented at the ODE solvers page.

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