Add additional attributes to cylindrical cache file

[The9Cat]

What and why

Add all parameters that uniquely identify the state on construction for future reproduction and provenance.

Added parameters include:

• PCAVAR: enable variance computation
• PCAVTK: emit VTK files for diagnostic. Not used in production.
• PCAEOF: enable variance with weights for EOF mode. Not currently used for production.
• numr: the grid size of the spherical model used for disk basis construction
• hexp: exponent for Hall smoothing
• hfac: sets the finite difference scale when using logarithmic spacing. This has been tuned somewhat so I don't recommending changing this but you can...
• ppow: exponent for the power-law disk target model 'Power'
• logarithmic: use logarithmic spacing for the spherical model grid used to construct the basis
• enforce_limits: if true, prevent extrapolating off the basis grid
  file.createAttribute ("enforce_limits", HighFive::DataSpace::From(enforce_limits)).write(enforce_limits);
• eof_numr: number of radial quadrature points for projecting the basis functions against the disk target
• eof_nump: number of azimuthal quadrature points for the projection
• eof_numt: number of colatitude quadrature points

Notes

These changes are non invasive and can not break older versions of EXP.

Tests

• Compiles
• Cache created and examined
• Cache successfully reread by Basis
• Check to make sure all necessary parameters are stored as attributes

[Copilot]

Pull request overview

This PR expands the HDF5 cylindrical cache metadata written by EmpCylSL to include additional construction/provenance parameters (PCA/EOF toggles, spherical-grid and smoothing parameters, and EOF quadrature sizes), and bumps the project/documentation version to 7.11.1.

Changes:

• Persist additional EmpCylSL configuration/state as HDF5 attributes in WriteH5Cache().
• Track and record EOF quadrature parameters (eof_numr/eof_nump/eof_numt) for provenance.
• Bump EXP version strings in CMake and Doxygen config files.

Reviewed changes

Copilot reviewed 5 out of 5 changed files in this pull request and generated 1 comment.

Show a summary per file

File	Description
include/EmpCylSL.H	Adds storage for EOF quadrature provenance parameters.
exputil/EmpCylSL.cc	Saves EOF quadrature sizes and writes new provenance attributes into the HDF5 cache.
doc/exp.cfg.breathe	Bumps generated documentation version to 7.11.1.
doc/exp.cfg	Bumps generated documentation version to 7.11.1.
CMakeLists.txt	Bumps project version to 7.11.1.

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[CarrieFilion]

Everything seems to work as intended!