Principles
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Combined view — mineable Principles ranked first, claim-board stubs after, all rendered with their tier badge.
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Problem classnonlinear_inverse (203)linear_inverse (199)parameter_estimation (62)linear_inverse_with_categorical_readout (18)statistical_inverse (5)forward (3)parametric_spectral_estimation (3)linear_inverse_count (3)
Noise modelgaussian (316)shot_poisson (82)poisson (28)observation_gaussian (13)poisson_gaussian (13)measurement_gaussian (10)lognormal (9)deterministic (7)
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| Title | ID | Chain | Domain | Tier | δ | L_DAG | Specs | Benchmarks |
|---|---|---|---|---|---|---|---|---|
| Raman Imaging (spontaneous inelastic photon scattering) | L1-137 | unregistered | Spectroscopy | 📋 Stub — not mineable | 3 | 2.7 | 0 | 0 |
| CARS — Coherent Anti-Stokes Raman Scattering | L1-138 | unregistered | Spectroscopy | 📋 Stub — not mineable | 5 | 3 | 0 | 0 |
| SRS — Stimulated Raman Scattering microscopy | L1-139 | unregistered | Spectroscopy | 📋 Stub — not mineable | 3 | 3 | 0 | 0 |
| FTIR Imaging — Fourier-Transform Infrared Hyperspectral Microscopy | L1-140 | unregistered | Spectroscopy | 📋 Stub — not mineable | 3 | 2.7 | 0 | 0 |
| LIBS — Laser-Induced Breakdown Spectroscopy imaging | L1-141 | unregistered | Spectroscopy | 📋 Stub — not mineable | 5 | 3 | 0 | 0 |
| Brillouin Microscopy (acousto-optic inelastic scattering) | L1-142 | unregistered | Spectroscopy | 📋 Stub — not mineable | 3 | 2.7 | 0 | 0 |
| UV-Vis Spectroscopy / Imaging (electronic absorption) | L1-145 | unregistered | Spectroscopy | 📋 Stub — not mineable | 1 | 2 | 0 | 0 |
| XAS / EXAFS — X-ray Absorption & Extended X-ray Absorption Fine Structure | L1-147 | unregistered | Spectroscopy | 📋 Stub — not mineable | 5 | 3 | 0 | 0 |