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SciML interface for solving ODEs#242

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ranocha wants to merge 39 commits into
JuliaParallel:mainfrom
ranocha:hr/interface
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SciML interface for solving ODEs#242
ranocha wants to merge 39 commits into
JuliaParallel:mainfrom
ranocha:hr/interface

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@ranocha

@ranocha ranocha commented Jun 19, 2026

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This is a first version of supporting the SciML interface for solving ODEs via PETSc.jl. I used Claude and Codex to draft some parts of this.

This interface is not perfect as not all keywords are fully supported, e.g., using the Jacobian sparsity etc. A more detailed list of supported and currently unsupported features is listed in the new docs page.

Nevertheless, this is a proof of concept and could be used to inspire similar interfaces for other problem types (linear systems, nonlinear equations etc.).

@ranocha ranocha changed the title WIP: SciML interface for solving ODEs SciML interface for solving ODEs Jun 19, 2026
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