Example notebooks

What we want:

• Classic dense solve for Japan (multiple meshes) and WNA (simplicity)
• Nice Matplotlib visualization notebook
• Multiple solution methods: 1) Dense direct, 2) Dense iterative, 3) H-matrix, 4) Dense bounded, 5) Sparse bounded (does not exist yet), 6) Dense KL, 7) others. Modify ben_hmatrix_tests.ipynb for this?
• Resolution test examples (e.g., celeri_western_north_america_dense_experimental_resolution_test.ipynb and reference_classic_tde_slip_imaging.ipynb)
• TBD

What we have:

• ben_hmatrix_tests.ipynb: Contains a full direct dense solve, an iterative H-matrix solve, and an iterative dense solve. Features a clear example of linear operator preconditioning. [demo, diagnostic, not polished but nice]

• celeri_anatolia_eigen.ipynb: Contains Anatolia example with classic full direct dense solve and KL solve. Nice examples of Matplotlib graphics. [demo, diagnostic, not polished]

• celeri_check_input.ipynb: Contains some visual diagnostics [hacky, diagnostic, delete?]

• celeri_dense.ipynb: Classic full dense example. [demo]

• celeri_dense_new.ipynb: Classic full dense example. Same as celeri_dense.ipynb except with some incomplete contourf style plotting. [demo, DELETE?]

• celeri_hmatrix.ipynb: Contains H-matrix example and some incomplete unbounded examples. [demo, diagnostic, not polished, DELETE?]

• celeri_western_north_america_dense.ipynb: Classic Western North America block model with full dense solve. [demo]

• celeri_western_north_america_dense_experimental.ipynb: Classic Western North America block model with bounded full dense solve. [demo]

• celeri_western_north_america_dense_experimental_resolution_test.ipynb: Coseismic resolution tests with Full Dense and KL for Cascadia. [demo]

• celeri_western_north_america_dense_tricoup.ipynb: [TBD]

• celeri_western_north_america_eigen.ipynb: Western North America model with classic full dense solve and KL-eigenmode solve [demo, not polished, DELETE?]

• celeri_western_north_america_eigen_clean.ipynb: Western North America model with classic full dense solve and KL-eigenmode solve [demo].

• reference_classic_tde_slip_imaging.ipynb: Classic dense coseismic style resolution test [demo]

• reference_dense_and_hmatrix.ipynb: Runs a dense and H-matrix solve for Western North America. While it runs successfully the H-matrix solution is garbage [demo, DELETE BECUASE ben_hmatrix_tests.ipynb WORKS?]

• reference_fault_slip_sense.ipynb: Documentation of standards for relative senses of fault slip. [demo, broken but results are still in markdown table. MOVE RESULT TO DOCUMENTATION?]

• reference_linear_operator_structure.ipynb: A single Markdown cell showing the algebraic structure of the large linear operator. [demo, MOVE TO DOCUMENTATION?]

• reference_map_projection_demonstration.ipynb: Should show a single segment projected into a local coordinate frame and an elastic dislocation displacement field. [demo, BROKEN. HISTORICALLY INTERESTING BUT DELETE?]

• reference_pygmt.ipynb: Shows some pygmt examples. Not useful anymore. [demo, DELETE?]

• reference_sparse_dense_estimator_uncertainties.ipynb: Small example showing equivalence of uncertainty estimates from the full covariance matrix with iterative solution from scipy.sparse.linalg.lsqr. [demo, DELETE?]