Reference · release 0.2.11

Solvers & backends

SciPy is the standard route; optional distributed integrations are tied to specific workloads and environments.

Source and release provenance · v0.2.11docs/solveurs/index.md ↗

Select by analysis and model

Linear static supports bounded sparse direct and iterative routes. Modal uses sparse eigenvalue routes. Newmark, harmonic and linear buckling retain their own recorded element and solver boundaries. Method availability alone does not guarantee convergence.

Standard and optional runtimes

RouteUse
SciPyStandard small or intermediate models
PETSc / MPIRecorded historical structured-TET4 large-model workloads
SLEPcOptional eigenvalue integration
Mixed distributed PETSc / MPINOT_VALIDATED; failed physical and partition gates

Interpret large-model results

The recorded approximately 1M, 3M, 5M and bounded 10M observations refer to their own hosts and configurations. They establish no GPU, hardware-independent performance or general mixed-mesh scaling claim. 5M Gold and deeper 10M scaling analysis remain deferred.

Continue with the relevant route.