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Multi-language suite for high-performance solvers of differential equations and scientific machine learning (SciML) components. Ordinary differential equations (ODEs), stochastic differential equation...

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This is safer than using Symbols as was originally done, but it's also breaking to make this change. When should we do it? I've been waiting to make this one...

It would be useful, as a precaution, to allow to disable solution extrapolation outside of the time interval that ODE was solved for.

Hi everyone, I am trying to solve forward sensitivity equations for the 1D Cahn-Hilliard equation (with the eventual goal of moving to 2D). I am getting a StackOverflowError with the...

Hi all :) After calculating an ODE solution ```julia sol = solve(...) ``` I try to get my data with ```julia sol[N] ``` This does only work if `N` is...

Can we please have Rust bindings for the project to call the library from Rust code? Maybe this project can help to generate bindings? https://github.com/Taaitaaiger/jlrs

I am receiving the error message, `Something went wrong. Integrator stepped past tstops but the algorithm was dtchangeable. Please report this error`. when running `script_1.jl` at [this repository](https://github.com/Emadmasroor/scratch). I previously...

When I provide the Jacobian f = ODEFunction(fcn,mass_matrix=M,jac=f_jac) why do I get different results (number of time steps,...) when I use different options for autodiff: sol = solve(prob_ode,Rodas4P2(), or sol...

The following no longer works. ```julia function f(out,du,u,p,t) out[1] = - 0.04u[1] + 1e4*u[2]*u[3] - du[1] out[2] = + 0.04u[1] - 3e7*u[2]^2 - 1e4*u[2]*u[3] - du[2] out[3] = u[1] +...

Currently `EnsembleProblem` does not have progress bars, i.e. using `progress = true` within `solve` does not result in a progress bar. To get around this I currently use the following...

I'm solving large DAE-Systems derived from PDEs for electrochemical systems. I'm using the IDA solver because the ODE solvers (DAE formulated as ODE in mass matrix form) are not working...