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@ajnonaka ajnonaka commented Jan 23, 2026

Tutorial code demonstrating how to use AMReX+PyTUQ to perform sensitivity analysis of the heat equation with uncertain inputs, in this case, initial amplitude, initial standard deviation, and diffusion coefficient. Outputs of interest are max temperature, integrated temperature, standard deviation of temperature, and temperature in cell (9,9,9).

This example is bash-script driven, supports gnu parallel and mpiexec workflows on a workstation.

Full documentation is included in the .rst files.

Huge thanks to Jean for the heavy lifting on this.

@ajnonaka ajnonaka requested a review from asalmgren January 23, 2026 00:54
@ajnonaka ajnonaka merged commit 2b9b2ee into AMReX-Codes:main Jan 23, 2026
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3 participants