CSMMLab / KiT-RT / #39

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Spherical harmonics nn (#40)

* added new ansatz

* debug new ansatz

* branch should be abandoned here

* debug new ansatz

* fix scaling error new ansatz

* fix config errors

* temporarily fixed dynamic ansatz rotation bug

* fix inheritance error for new ansatz

* mesh acceleration

* add structured hohlraum

* added spherical harmonics basis generator

* parallelize datagen

* added flag for dynamic ansatz

* added rotated monomial basis

* fixed compilation errors

* fixed rotated basis linesource

* added rotated hohlraum testcase

* code cleanup

* restructure old files

* added regularized monomial m1 networks

* added spherical harmonics inference and started tests on rotation

* added sh models

* added rotated sh networks

* beautifier

* added rotated sh 2d and 3d models. EXPERIMENTALLY

* re-add mirroring

* did dynamic ansatz after rotation

* added symmetry correction

* fixed 2d sh projection

* added 2d sh to datagenerator

* remove rotation from data-gen

* update 2d mn solver

* delete redundant logs

* add rotation to 2d data-gen

* removed debugging output

* parallelize sampler again

* added 2d sh rotator up do degree 4

* fixed rotation matrix

* test run for sh2d rotated m1 closure

* fix compile error

* attempt to fix vector size bug

* add option to turn of rotation

* change m1_2d model

* change m1_2d models

* delete tf history files

* bugfix: u_2 was manually set to 0 in 2d sh network evaluation - removed line

* bugfix: dynamic closure was missing in non-rotated 2d monomial and sh NN closures. Removed rotation correction for m1 monomial NN closure

* bugfix: false naming of 2d m1 sh model

* bugfix: vector length for rotated sh neural network closure

* renamed some vectors

* fix: formatting, BUGFIX: rotation angle

* bugfix: made several function arguments in optimizer const for type safety

* enhance: made rotat... (continued)

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