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Add tool for convergence analysis #69

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schmoelder opened this issue Nov 15, 2023 · 0 comments
Open

Add tool for convergence analysis #69

schmoelder opened this issue Nov 15, 2023 · 0 comments
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enhancement New feature or request

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@schmoelder
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schmoelder commented Nov 15, 2023

Finding adequate solver settings is not a trivial task. I.e. given some accuracy, which combination of the number of axial cells, absolute/relative tolerances etc. is optimal s.t. computation time is minimized.

As a (naive) first step, functionality should be added to automatically create regular convergence plots (along given dimensions). However this becomes infeasible if the number of hyper parameters increases (e.g. for DG).

For this purpose, we should add a tool that automates this task. The final workflow could look something like:

  • Detect all hyper parameters in Process
  • Generate reference solution as ground truth (or use external one if provided)
  • Setup (integer) optimization problem
  • Optimize problem
  • Visualize results
@schmoelder schmoelder added the enhancement New feature or request label Nov 15, 2023
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